From c421b68f144fcca385c9f4ab347ad8045546fcca Mon Sep 17 00:00:00 2001 From: Joe Thorley Date: Sun, 24 May 2026 12:50:09 -0700 Subject: [PATCH 01/21] update range_shape1 and range_shape2 parameter descriptions --- R/params.R | 5 ++--- man/params.Rd | 4 ++-- 2 files changed, 4 insertions(+), 5 deletions(-) diff --git a/R/params.R b/R/params.R index 51f3a59a..c20f5314 100644 --- a/R/params.R +++ b/R/params.R @@ -116,9 +116,8 @@ #' @param pvalue A flag specifying whether to return p-values or the statistics (default) for the various tests. #' @param pred A data frame of the predictions. #' @param q vector of quantiles. -#' @param range_shape1 A numeric vector of length two of the lower and upper bounds for the shape1 parameter. -#' @param range_shape2 A numeric vector of length two of the lower and upper bounds for the shape2 parameter. -#' @param range_shape2 shape2 parameter. +#' @param range_shape1 A numeric vector of length two of the lower and upper bounds for the shape1 parameter for the burrIII3 distribution. +#' @param range_shape2 A numeric vector of length two of the lower and upper bounds for the shape2 parameter for the burrIII3 distribution. #' @param reweight A flag specifying whether to reweight weights by dividing by the largest weight. #' @param rescale A flag specifying whether to leave the values unchanged (FALSE) or to rescale concentration values by dividing by the geometric mean of the minimum and maximum positive finite values (TRUE) or a string specifying whether to leave the values unchanged ("no") or to rescale concentration values by dividing by the geometric mean of the minimum and maximum positive finite values ("geomean") or to logistically transform ("odds"). #' @param ribbon A flag indicating whether to plot the confidence interval as a grey ribbon as opposed to green solid lines. diff --git a/man/params.Rd b/man/params.Rd index 97a3adaa..b1d48517 100644 --- a/man/params.Rd +++ b/man/params.Rd @@ -174,9 +174,9 @@ remove them with a warning.} \item{q}{vector of quantiles.} -\item{range_shape1}{A numeric vector of length two of the lower and upper bounds for the shape1 parameter.} +\item{range_shape1}{A numeric vector of length two of the lower and upper bounds for the shape1 parameter for the burrIII3 distribution.} -\item{range_shape2}{shape2 parameter.} +\item{range_shape2}{A numeric vector of length two of the lower and upper bounds for the shape2 parameter for the burrIII3 distribution.} \item{reweight}{A flag specifying whether to reweight weights by dividing by the largest weight.} From 7d316df64d9a132875e8494ac1db599b7a6c950c Mon Sep 17 00:00:00 2001 From: Joe Thorley Date: Sun, 7 Jun 2026 10:01:40 -0700 Subject: [PATCH 02/21] Remove small sample bias vignette (moved to ssdvignettes) The small-sample-bias vignette depended on mle.tools, which has been removed from CRAN (#474), preventing it from knitting. It has been transferred to the ssdvignettes package. Removes the vignette source, rendered PDF and stub, the _pkgdown.yml article entry, the release question, and the now-unused mle.tools and reshape2 Suggests. Fixes #474 Co-Authored-By: Claude Opus 4.8 --- DESCRIPTION | 2 - R/devtools-helpers.R | 1 - _pkgdown.yml | 1 - vignettes/articles/small-sample-bias.Rmd | 19 - vignettes/articles/small-sample-bias.pdf | Bin 329051 -> 0 bytes vignettestatic/small-sample-bias.Rmd | 819 ----------------------- 6 files changed, 842 deletions(-) delete mode 100644 vignettes/articles/small-sample-bias.Rmd delete mode 100644 vignettes/articles/small-sample-bias.pdf delete mode 100644 vignettestatic/small-sample-bias.Rmd diff --git a/DESCRIPTION b/DESCRIPTION index 01e92edb..2cb60d38 100644 --- a/DESCRIPTION +++ b/DESCRIPTION @@ -85,9 +85,7 @@ Suggests: knitr, latex2exp, magrittr, - mle.tools, patchwork, - reshape2, rmarkdown, testthat (>= 3.0.0), tidyr, diff --git a/R/devtools-helpers.R b/R/devtools-helpers.R index e4eb009c..a1195737 100644 --- a/R/devtools-helpers.R +++ b/R/devtools-helpers.R @@ -20,7 +20,6 @@ release_questions <- function() { "Have you fixed all the `FIXME`s?", "Have you run `data-raw/data-raw.R`?", "Have you tested using `ssdtests` package?", - "Have you run `vignettestatic/small-sample-bias.Rmd`?", "Have you confirmed all images in .Rmd files have alternative text defined using the `fig.alt` argument?", "Have you confirmed updated Apache 2.0 license at the top of all code files?", "Have you confirmed update Creative Commons license for all non-code files?" diff --git a/_pkgdown.yml b/_pkgdown.yml index a7ac5d2d..47307834 100644 --- a/_pkgdown.yml +++ b/_pkgdown.yml @@ -131,6 +131,5 @@ articles: - articles/distributions - articles/confidence-intervals - articles/customising-plots - - articles/small-sample-bias - articles/additional-technical-details - faqs diff --git a/vignettes/articles/small-sample-bias.Rmd b/vignettes/articles/small-sample-bias.Rmd deleted file mode 100644 index c3843fc8..00000000 --- a/vignettes/articles/small-sample-bias.Rmd +++ /dev/null @@ -1,19 +0,0 @@ ---- -title: "Small Sample Bias in Estimates" -mathfont: Courier -latex_engine: MathJax -output: rmarkdown::html_vignette -vignette: > - %\VignetteIndexEntry{Small Sample Bias in Estimates} - %\VignetteEngine{knitr::rmarkdown} - %\VignetteEncoding{UTF-8} ---- - -```{r, include = FALSE} -knitr::opts_chunk$set( - collapse = TRUE, - comment = "#>" -) -``` - -Link to [small-sample-bias.pdf](https://github.com/bcgov/ssdtools/tree/main/vignettes/articles/small-sample-bias.pdf) diff --git a/vignettes/articles/small-sample-bias.pdf b/vignettes/articles/small-sample-bias.pdf deleted file mode 100644 index fc3d035487352b690c1ae0b222f41d92d35090c0..0000000000000000000000000000000000000000 GIT binary patch literal 0 HcmV?d00001 literal 329051 zcmdqIV~{1^+C5n4vTeHyr)=A{ZQE5{=(26wUAAr8wyo*ko%_a2#C;?F_rrXej5rzR zWbU=|*%_J7UVA<3kjV>+(lXGoK$FcZ46Z=45YiLc8CpVfb3+59O>E7a%?TMem{uU)&|Zd!X`#`#wO6bywFb0jwS{+(C%xKm{u`3Y*+7J;R0U#!{(JI z4AX=dxy>?jsO{#StNlLW5&Zb$PlWgO$8pB*=ThP68Zky*Z0#J{-I1j5B8sFUaR*y# z`&;8ozT+=774^da<+HF<2_*2X#j%9Udj4WvR5Iy8AWcuZPqreu@KtSx)8@7f^xsDj 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z%ooc;;iZO&4d~sA4gB&>h(MEzpPrtPk%^s|pP7Z7S%95QNQjx0S%jWVn4S(4Ey%*k zL+~FL0bNJR*c#wyO2Ev-@Shf@KTJr9P06G8ojHv7q!tY2G4**$N13T4w^R>JEl10H zv<>3T&}axjqbM$X>m!0LRIa{9D>0WJBccl}*C2s_p(gVGCM*=8N8sPMva#KDa?|E= z{OprNOmsdfB*oOIjvgbRAUvUikj1A3IavTR!K46V_A#y#J`u+3yL^B1jiRT6#D}ZN z19X+aOfVBc45d!oALY@ppS)BG6?C@Swp>#no~S*)p6N&yZKmI1K3fGzXlAHJvGOKm z^h|$T0&kT=QvUcJsd?r#ZJqgdKaHIn-pYG_8FbjF>4hd@Y+raI&mGjT$Kt|aR<+5lGjx2Xz zMLx)lLz-_bcBPzm0xrjc!t_zDx9YowCC2(ItRZK zG(UW9KV3n;m4pW)5hfE$!wgCjYU|e~ - %\VignetteIndexEntry{Small sample bias in estimates} - %\VignetteEngine{knitr::rmarkdown} - %\VignetteEncoding{UTF-8} ---- - -```{r setup, include=FALSE} -knitr::opts_chunk$set(fig.width = 6, - fig.height = 6) - -library(ggplot2) -library(mle.tools) -library(reshape2) -library(ssdtools) - -nsim <- 1000 # number of simulations for effect of bias correction -``` - -## Introduction - -### What is the issue - -The *ssdtools* package uses the method of Maximum Likelihood (ML) to estimate parameters for each distribution that is fit to the data. Statistical theory -says that maximum likelihood estimators are asymptotically unbiased, but does -not guarantee performance in small samples. - -For example, consider the CCME silver data that ships with *ssdtools*. - -```{r warning=FALSE, message=FALSE} -Ag <- ssddata::ccme_silver -Ag$ecdf <- (rank(Ag$Conc)+.25)/(nrow(Ag)+.5) -Ag -``` - -Let us fit a log-normal distribution to the Ag endpoint data and estimate the parameters: - -```{r warning=FALSE, message=FALSE} -fit <- ssd_fit_dists(Ag, dist="lnorm") -fit -``` - -For most distributions, the MLE must be found numerically by iterative -methods, but the log-normal distribution has easily computed estimators. - -The *meanlog* parameter shown above represents the mean of the concentrations -on the (natural) logarithmic scale and we can easily reproduce -this value: - -```{r } -mean(log(Ag$Conc)) -``` - -The *sdlog* parameter represents the standard deviation on the logarithmic scale, but -the direct computation of the standard deviation gives a slightly different -result: - -```{r } -sd(log(Ag$Conc)) -``` - - -It turns out that in small samples, the MLE of the standard deviation -for a log-normal distribution has a negative bias, i.e. the MLE tends to be -smaller than the underlying true parameter value. The cause of this bias -is found by comparing the formula for the MLE of the standard deviation -and the traditional estimator for the standard deviation: - -$$ \widehat{\sigma}_{MLE} = \sqrt{\frac{\sum{(Y_i-\overline{Y})^2}}{{n}}}$$ -$$ \widehat{\sigma}_{traditional} = \sqrt{\frac{\sum{(Y_i-\overline{Y})^2}}{{n-1}}}$$ - -where $n$ is the sample size, $Y_i$ are the $\log(concentrations)$, and -$\overline{Y}$ is the sample mean concentration again on the logarithmic scale. - -We notice that the MLE uses a divisor of $n$ while the traditional -method uses a divisor of $n-1$. Hence the MLE has a negative bias and its value -is -`r round(estimates(fit)$lnorm.sdlog/sd(log(Ag$Conc)),2)`x the -usual estimator for $\sigma$ which is -$\sqrt{\frac{n-1}{n}}$ = -`r round(sqrt((nrow(Ag)-1)/(nrow(Ag))),2)` evaluated at $n$ = `r nrow(Ag)` . - -As the sample size -increases the absolute size of the bias will get smaller and smaller, i.e., -if $n=20$, then the MLE estimator is `r round(sqrt((20-1)/(20)),2)`x the traditional -estimator for $\sigma$ -which is neglible given the uncertainties in the actual end points. - -Conversly, as the sample size decreases, the absolute size of the bias could become quite large, i.e., -if $n=4$, then the MLE is `r round(sqrt((4-1)/(4)),2)`x the traditional estimator. But -if you are fitting a species sensitivity distribution to only 4 data values, -perhaps concern about bias in MLE is misplaced. Australian guidelines recommend a minimum sample size of 8 species. - -## What is the impact on the HCx value? -If the standard deviation is underestimated, then the tails of the -distribution will be pulled inwards and the HCx values will tend -to be larger compared to the case where the standard deviation is not deflated -as shown in the following plot: - -```{r echo=FALSE,message=FALSE, warning=FALSE} -MLEcurve <- data.frame(logConc=seq(-3,3,.1), source="MLE") -MLEcurve$density <- pnorm(MLEcurve$logConc, mean=estimates(fit)$lnorm.meanlog, - sd= estimates(fit)$lnorm.sdlog) -REGcurve <- data.frame(logConc=seq(-3,3,.1), source="Corrected SD") -REGcurve$density <- pnorm(REGcurve$logConc, - mean=estimates(fit)$lnorm.meanlog, - sd= sd(log(Ag$Conc))) -plotdata <- rbind(MLEcurve, REGcurve) -ggplot(data=plotdata, aes(x=logConc, y=density))+ - ggtitle( "Comparing the estimated cumulative density computed using \nMLE and bias-corrected SD", - subtitle=paste("Ag CCME data with n=",nrow(Ag),sep=""))+ - geom_line(aes(color=source, linetype=source))+ - geom_hline(yintercept=.05)+ - ylab("Cumulative probabiity")+ - xlab("log(Concentration) \n Horizontal line represents the HC5")+ - geom_point(data=Ag, aes(x=log(Conc),y=ecdf)) - - -``` - -```{r echo=FALSE} -# compute the HC5 from the two fit -MLE.HC5.log <- qnorm(.05,mean=estimates(fit)$lnorm.meanlog, sd= estimates(fit)$lnorm.sdlog) -MLE.HC5 <- exp(MLE.HC5.log) -REG.HC5.log <- qnorm(.05,mean=estimates(fit)$lnorm.meanlog, sd= sd(log(Ag$Conc)) ) -REG.HC5 <- exp(REG.HC5.log) - -MLE.HC1.log <- qnorm(.01,mean=estimates(fit)$lnorm.meanlog, sd= estimates(fit)$lnorm.sdlog) -MLE.HC1 <- exp(MLE.HC1.log) -REG.HC1.log <- qnorm(.01,mean=estimates(fit)$lnorm.meanlog, sd= sd(log(Ag$Conc)) ) -REG.HC1 <- exp(REG.HC1.log) - - -``` - -The HC5 estimated from the MLE fit is `r round(MLE.HC5.log,2)` on the logarithmic concentrations -scale or `r round(MLE.HC5,3)` on the concentration scale. -The HC5 estimated after correcting the standard deviation for small sample bias is -`r round(REG.HC5.log,2)` on the logarithmic concentrations -scale or `r round(REG.HC5,3)` on the concentration scale. -The ratio of HC5 values -is `r round(REG.HC5/MLE.HC5,2)`x on the concentration scale, i.e. -the estimated HC5 from the MLE is `r round(MLE.HC5/REG.HC5,1)`x larger than the HC5 computed using the bias correction. - -The differences between the HCx computed from the MLE fit and using the corrected -standard deviation will become more pronounced for small HCx values. For example, -the HC1 estimated from the MLE fit is `r round(MLE.HC1,3)` -and the HC1 estimated using the corrected standard deviation -is `r round(REG.HC1,3)` on the concentration scale. -The ratio of the HC1 values -is `r round(REG.HC1/MLE.HC1,2)`x on the concentrations scale, i.e. -the estimated HC1 from the MLE is `r round(MLE.HC1/REG.HC1,1)`x larger than the HC5 computed using the bias correction. - - -## What can be done? -A similar concernalso occurs with other distributions. Howeve, except for a few distributions, -such as the normal distribution, analytical expressions for the MLE -and for unbiased estimators do not exist. The *mle.tools* package from CRAN -provides a method that numerically corrects the bias after the fit is completed. - -### Bias correction using Cox-Snell method - log-normal distribution - -For example, again using the Ag log-normal fit we have: -```{r } -# apply the Cox and Snell (1968) bias correction using mle.tools. -# what is the density function -norm.pdf <- quote(1 / (sqrt(2 * pi) * sigma) * exp(-0.5 / sigma ^ 2 * (x - mu) ^ 2)) -norm.pdf - -# what is the log(density) function (ignoring constants) -log.norm.pdf <- quote(- log(sigma) - 0.5 / sigma ^ 2 * (x - mu) ^ 2) -log.norm.pdf - - -bias.correct <- coxsnell.bc(density = norm.pdf, - logdensity = log.norm.pdf, - n = length(Ag$Conc), - parms = c("mu", "sigma"), - mle = c(estimates(fit)$lnorm.meanlog, - estimates(fit)$lnorm.sdlog), - lower = '-Inf', upper = 'Inf') -bias.correct - -``` - -The biased corrected value for the standard deviation is -`r round(bias.correct$mle.b["sigma"],2)` which is comparable -to the standard deviation of the log(concentration) found -earlier of `r round(sd(log(Ag$Conc)),2)`. - - -A small simulation study was conducted to investigate the effect of sample size -on the bias correction and effects of the small-sample bias in the estimates -of HC5 and HC1. For this simulation study, it was assumed that a log-normal -distribution represented the distribution of endpoints among species with a mean of 0 -and a standard deviation of 1 (on the logarithmic scale). These values are arbitrary, but -any log-normal distribution can be rescaled (e.g. by changing units) to have this mean -and standard deviation. - -Simulated data sets at various sample sizes were generated, the MLE and bias-corrected estimates -were obtained and these were used to estimate the HC5 and HC1 on the $\log()$ and anti-log scales. The average -value of each response was then computed and plotted vs. the actual parameter values based -on the known mean and standard deviation (shown in the plot below as a black horizontal line). -For example, for a log-normal distribution with a mean -of 0 and a standard deviation of 1 on the log-scale, the $log(HC5)$ is the 0.05 quantile -of the normal distribution or `r round(qnorm(.05, 0, 1),3)`. - -A plot of the results is: - -```{r message=FALSE, warning=FALSE, include=FALSE} -# Simulation study to estimate effect of small sample bias on estimates of HC5 and HC1 -# Use a normal distribution -withr::local_seed(964544) -mu <- 0 -sd <- 1 - -sample.sizes <- c(6, 8, 10, 12, 15, 20, 25, 30, 50) - -res <- plyr::ldply(sample.sizes, function(n, mu, sd, nsim=1000){ - fits <- plyr::ldply(1:nsim, function(sim, n, mu, sd){ - - fit <- NULL - while(is.null(fit)) { - try({ - # generate sample of size n from a normal distribution with specified mean and variance - df <- data.frame(Conc= exp(rnorm(n, mean=mu, sd=sd))) - - # find the mle using ssd tools - fit <- ssd_fit_dists(df, dist="lnorm") - }, silent=TRUE) - } - - # find the bias corrected estimates - norm.pdf <- quote(1 / (sqrt(2 * pi) * sigma) * exp(-0.5 / sigma ^ 2 * (x - mu) ^ 2)) - # what is the log(density) function (ignoring constants) - log.norm.pdf <- quote(- log(sigma) - 0.5 / sigma ^ 2 * (x - mu) ^ 2) - log.norm.pdf - - bias.correct <- coxsnell.bc(density = norm.pdf, - logdensity = log.norm.pdf, - n = n, - parms = c("mu", "sigma"), - mle = c(estimates(fit)$lnorm.meanlog, - estimates(fit)$lnorm.sdlog), - lower = '-Inf', upper = 'Inf') - - # find the hc5 and hc1 using the MLE and bias corrected values - # compute the HC5 from the two fit - actual.HC5.log <- qnorm(.05, mean=mu, sd=sd) - actual.HC1.log <- qnorm(.01, mean=mu, sd=sd) - actual.HC5 <- exp(actual.HC5.log) - actual.HC1 <- exp(actual.HC1.log) - MLE.HC5.log <- qnorm(.05,mean=estimates(fit)$lnorm.meanlog, sd= estimates(fit)$lnorm.sdlog) - MLE.HC5 <- exp(MLE.HC5.log) - BC.HC5.log <- qnorm(.05,mean=bias.correct$mle.bc["mu"], - sd =bias.correct$mle.bc["sigma"] ) - BC.HC5 <- exp(BC.HC5.log) - - MLE.HC1.log <- qnorm(.01,mean=estimates(fit)$lnorm.meanlog, sd= estimates(fit)$lnorm.sdlog) - MLE.HC1 <- exp(MLE.HC1.log) - BC.HC1.log <- qnorm(.01,mean=bias.correct$mle.bc["mu"], - sd =bias.correct$mle.bc["sigma"] ) - BC.HC1 <- exp(BC.HC1.log) - - data.frame(n=n, sim=sim, mu=mu, sd=sd, - mle.meanlog=estimates(fit)$lnorm.meanlog, - mle.sdlog =estimates(fit)$lnorm.sdlog, - bc.meanlog = bias.correct$mle.bc["mu"], - bc.sdlog = bias.correct$mle.bc["sigma"], - actual.HC5.log, - actual.HC5, - actual.HC1.log, - actual.HC1, - MLE.HC5.log = MLE.HC5.log, - MLE.HC5, - BC.HC5.log, - BC.HC5, - MLE.HC1.log, - MLE.HC1, - BC.HC1.log, - BC.HC1) - }, n=n, mu=mu, sd=sd) - fits -}, mu=mu, sd=sd, nsim=nsim) - -head(res) -# summarize the output from the simulation -res.summary <- plyr::ddply(res,"n", plyr::summarize, - n=mean(n), - nsims=max(sim), - mu=mean(mu), - sd=mean(sd), - mean.mle.meanlog= mean(mle.meanlog), - mean.mle.sdlog = mean(mle.sdlog), - mean.bc.meanlog = mean(bc.meanlog), - mean.bc.sdlog = mean(bc.sdlog), - actual.HC5.log = mean(actual.HC5.log), - actual.HC1.log = mean(actual.HC1.log), - mean.mle.HC5.log= mean(MLE.HC5.log), - mean.mle.HC1.log= mean(MLE.HC1.log), - mean.bc.HC5.log = mean(BC.HC5.log), - mean.bc.HC1.log = mean(BC.HC1.log), - mean.mle.HC5 = mean(MLE.HC5), - mean.mle.HC1 = mean(MLE.HC1), - mean.bc.HC5 = mean(BC.HC5), - mean.bc.HC1 = mean(BC.HC1) - - ) -res.summary - - -plotdata <- reshape2::melt(res.summary, - id.vars="n", - value.name="value", - variable.name="Measure") -plotdata$Measure <- as.character(plotdata$Measure) -unique(plotdata$Measure) -str(plotdata) - -plotdata$parameter <- car::recode(plotdata$Measure, - " 'mean.mle.meanlog'='Mean of log(Conc)'; - 'mean.bc.meanlog' ='Mean of log(Conc)'; - 'mean.mle.sdlog' ='SD of log(Conc)'; - 'mean.bc.sdlog' ='SD of log(Conc)'; - 'mean.mle.HC5.log'='log(HC)'; - 'mean.mle.HC1.log'='log(HC)'; - 'mean.bc.HC5.log' ='log(HC)'; - 'mean.bc.HC1.log' ='log(HC)'; - 'mean.mle.HC5' ='actual HC'; - 'mean.mle.HC1' ='actual HC'; - 'mean.bc.HC5' ='actual HC'; - 'mean.bc.HC1' ='actual HC'; - - ") - -plotdata$method <- car::recode(plotdata$Measure, - "'mean.mle.meanlog'='MLE'; - 'mean.bc.meanlog' ='BC'; - 'mean.mle.sdlog' ='MLE'; - 'mean.bc.sdlog' ='BC'; - 'mean.mle.HC5.log'='MLE'; - 'mean.mle.HC1.log'='MLE'; - 'mean.bc.HC5.log' ='BC'; - 'mean.bc.HC1.log' ='BC'; - 'mean.mle.HC5' ='MLE'; - 'mean.mle.HC1' ='MLE'; - 'mean.bc.HC5' ='BC'; - 'mean.bc.HC1' ='BC'; - - ") - -plotdata$HC <- car::recode(plotdata$Measure, - "'mean.mle.HC5.log'='HC5'; - 'mean.mle.HC1.log'='HC1'; - 'mean.bc.HC5.log' ='HC5'; - 'mean.bc.HC1.log' ='HC1'; - 'mean.mle.HC5' ='HC5'; - 'mean.mle.HC1' ='HC1'; - 'mean.bc.HC5' ='HC5'; - 'mean.bc.HC1' ='HC1'; - - else='NA'; - ") - -head(plotdata) - -xtabs(~Measure+parameter, data=plotdata, exclude=NULL, na.action=na.pass) -xtabs(~Measure+method , data=plotdata, exclude=NULL, na.action=na.pass) - -select <- grepl("meanlog", plotdata$Measure) | - grepl("sdlog" , plotdata$Measure) | - grepl("mle.HC5.log", plotdata$Measure) | - grepl("mle.HC1.log", plotdata$Measure) | - grepl("bc.HC5.log", plotdata$Measure) | - grepl("bc.HC1.log", plotdata$Measure) | - grepl("mle.HC5", plotdata$Measure) | - grepl("mle.HC1", plotdata$Measure) | - grepl("bc.HC5", plotdata$Measure) | - grepl("bc.HC1", plotdata$Measure) - -plotdata[select,] - -true.parms <- data.frame(parameter=c("Mean of log(Conc)", - "SD of log(Conc)", - "log(HC)", - "log(HC)", - "actual HC", - 'actual HC'), - value=c(0,1,qnorm(.05, mu, sd), qnorm(.01, mu, sd), exp(qnorm(.05, mu, sd)), exp(qnorm(.01, mu, sd))), - linetype=c("solid","solid","dashed","solid","dashed","solid"), stringsAsFactors=FALSE) -true.parms - -simplot <- ggplot(data=plotdata[select,], aes(x=n, y=value,color=method, linetype=HC))+ - ggtitle("Performance of mle and bias corrected estimators", - subtitle=paste("Log-normal distribution with mean= ", mu, ' and sd =',sd,' on the log() scale',sep=""))+ - geom_point(position=position_jitter(w=0.4))+ - geom_line( position=position_jitter(w=0.4))+ - facet_wrap(~parameter, ncol=2,scales="free")+ - geom_hline(data=true.parms, aes(yintercept=value), linetype=true.parms$linetype)+ - xlab("Sample size")+ - scale_linetype_discrete(na.value="solid", breaks=c("HC1","HC5"), ) -``` -```{r echo=FALSE, message=FALSE, warning=FALSE} -simplot -``` - -The MLE is unbiased for the mean of the log-normal distribution (bottom left plot) - -the apparent deviations from the true value of 0 are very small (note the scale -on the $Y$ axis) and simply simulation artefacts. - -The MLE for the standard deviation -is biased downwards (lower right plot) and the bias become smaller with -increasing sample size (the curve for the mean of the MLE estimate of the -standard deviation increases and approaches the true value of 0). The bias-correction for the -standard deviation is effective for all but the smallest sample sizes. - -The estimated $\log{HC}$ (upper right plot) based on the MLE is biased upwards (i.e. larger) than the true -values but the bias declines with sample size (as expected). The -estimate of the $\log{HC}$ based on the bias-corrected estimates performs well -(close to the true value) except at very small sample sizes. - -Finally, the estimated $HC1$ and $HC5$ values are again biased upwards (upper left plot). -This bias consists of two parts - -1. bias in the underlying estimates of the parameters -of the distribution -2. non-linear tranformation bias, i.e. the mean of a function of the parameter values is -not equal to the function evaluated at the mean of the parameter values. For example, the -HC5 is found as the anti-log of the 5$^{th}$ percentile of the normal distribution. Suppose -we have two simulation results where the estimated 5$^{th}$ percentile of the fitted normal distribution -were $-1.8$ and $-1.5$. The mean of the estimated 5$^th$ percentile is $\frac{-1.8+(-1.5)}{2}=-1.65$ and -is unbiased for the actual percentile value of $-1.645$. However, the actual HC5 is found as the anti-log -of the two individual estimates, i.e. $\exp(-1.8)=0.165$ and $\exp(-1.6)=.223$ whose mean is 0.194, but -the anti-log of the average, $exp(-1.65)=.192$ which is not the same value. - -The total bias does not appear to be large except in the case of very small sample sizes. - -### Bias correction using Cox-Snell method - gamma distribution - -We can also apply this to other distributions such as the gamma -distribution. If we fit a gamma distribution to the -Ag data we obtain: -```{r warnings=FALSE, message=FALSE} -fit.gamma <- ssd_fit_dists(Ag, dist="gamma") -fit.gamma -``` -The bias corrected estimates are: -```{r } -# apply the Cox and Snell (1968) bias correction using mle.tools. -# what is the density function -gamma.pdf <- quote(1 /(scale ^ shape * gamma(shape)) * x ^ (shape - 1) * exp(-x / scale)) -gamma.pdf - -# what is the log(density) functiong ingoring constants -log.gamma.pdf <- quote(-shape * log(scale) - lgamma(shape) + shape * log(x) - - x / scale) -log.gamma.pdf - -bias.correct.gamma <- coxsnell.bc(density = gamma.pdf, - logdensity = log.gamma.pdf, - n = length(Ag$Conc), - parms = c("shape", "scale"), - mle = c(estimates(fit.gamma)$gamma.shape, - estimates(fit.gamma)$gamma.scale), - lower = 0, upper = 'Inf') -bias.correct.gamma - -``` - -The two cumulative density functions are: - -```{r echo=FALSE,message=FALSE, warning=FALSE} -MLEcurve <- data.frame(logConc=seq(-5,3,.1), source="MLE") -MLEcurve$density <- pgamma(exp(MLEcurve$logConc), - shape=estimates(fit.gamma)$gamma.shape, - scale=estimates(fit.gamma)$gamma.scale) -REGcurve <- data.frame(logConc=seq(-5,3,.1), source="Bias corrected") -REGcurve$density <- pgamma(exp(REGcurve$logConc), - shape=bias.correct.gamma$mle.bc["shape"], - scale=bias.correct.gamma$mle.bc["scale"]) -plotdata <- rbind(MLEcurve, REGcurve) -ggplot(data=plotdata, aes(x=logConc, y=density))+ - ggtitle( "Comparing the estimated cumulative gamma density \nusing MLE and bias correction", - subtitle=paste("Ag CCME data with n=",nrow(Ag), - ' and gamma fit',sep=""))+ - geom_line(aes(color=source, linetype=source))+ - geom_hline(yintercept=.05)+ - xlab("log(Concentration) \n Horizontal line represents the HC5")+ - ylab("Cumulative probability")+ - geom_point(data=Ag, aes(x=log(Conc),y=ecdf)) - -``` - -```{r echo=FALSE} -# compute the HC5 from the two fit -MLE.gamma.HC5.log <- log(qgamma(.05, - shape=estimates(fit.gamma)$gamma.shape, - scale=estimates(fit.gamma)$gamma.scale)) -MLE.gamma.HC5 <- exp(MLE.gamma.HC5.log) -REG.gamma.HC5.log <- log(qgamma(.05, - shape=bias.correct.gamma$mle.bc["shape"], - scale=bias.correct.gamma$mle.bc["scale"])) -REG.gamma.HC5 <- exp(REG.gamma.HC5.log) - -MLE.gamma.HC1.log <- log(qgamma(.01, - shape=estimates(fit.gamma)$gamma.shape, - scale=estimates(fit.gamma)$gamma.scale)) -MLE.gamma.HC1 <- exp(MLE.gamma.HC1.log) -REG.gamma.HC1.log <- log(qgamma(.01, - shape=bias.correct.gamma$mle.bc["shape"], - scale=bias.correct.gamma$mle.bc["scale"])) -REG.gamma.HC1 <- exp(REG.gamma.HC1.log) - - -``` - -The HC5 estimated from the MLE.gamma fit is `r round(MLE.gamma.HC5.log,2)` on the logarithmic concentrations -scale or `r round(MLE.gamma.HC5,3)` on the concentration scale. -The HC5 estimated after correcting for small sample bias is -`r round(REG.gamma.HC5.log,2)` on the logarithmic concentrations -scale or `r round(REG.gamma.HC5,3)` on the concentration scale. The ratio of these two HC5 values -is `r round(REG.gamma.HC5/MLE.gamma.HC5,3)`x on the concentration scale, -i.e. the HCx based on the MLE is `r round(MLE.gamma.HC5/REG.gamma.HC5,1)`x larger on the concentration scale. - -The differences between the HCx computed from the MLE and for -the bias corrected estimates will become more pronounced for small HCx values. For example, -the HC1 estimated from the MLE.gamma fit is `r round(MLE.gamma.HC1,3)` -and the HC1 estimated using the biased corrected estimates -is `r formatC(REG.gamma.HC1,digits=6, format="f")` on the concentration scale. The ratio of these two values -is now `r round(REG.gamma.HC1/MLE.gamma.HC1,3)`x, -i.e. the HCx based on the MLE is `r round(MLE.gamma.HC1/REG.gamma.HC1,1)`x larger on the concentration scale. - - -We repeated a similar simulation study with the gamma distribution. The shape and scale -parameters were chosen to match the mean and variance of the log-normal distribution used -in the previous simulation study. - -```{r echo=FALSE, message=FALSE, warning=FALSE, include=FALSE} -# Simulation study to estimate effect of small sample bias on estimates of HC5 and HC1 -# Use a gamma distribution with the same mean and sd as a log-normal (0,1) - -withr::local_seed(23432) - -# get the shape and scale parameter -mean.log <- 0 -sd.log <- 1 -mu <- exp(mean.log+.5*sd.log^2) -sd <- sqrt(exp(sd.log^2-1) * (exp(2*mean.log + sd.log^2))) -cat("Mean and variance of lognormal(0,1)", mu, sd, "\n") - -# solve for shape and scale -scale = sd^2/mu -shape = mu/scale -cat("Estimated shape and scale ", shape, scale, "\n") -scale*shape -sqrt(shape*scale^2) - -mean(rgamma(1000, shape=shape, scale=scale)) -sd (rgamma(1000, shape=shape, scale=scale)) - -sample.sizes <- c(6, 8, 10, 12, 15, 20, 25, 30, 50) - -res <- plyr::ldply(sample.sizes, function(n, shape, scale, nsim=1000){ - fits <- plyr::ldply(1:nsim, function(sim, n, shape, scale){ - # generate sample of size n from a normal distribution with specified mean and variance - #browser() - sim.error=FALSE - fit <- NULL - while(is.null(fit)) { - try({ - df <- data.frame(Conc= rgamma(n, shape=shape, scale=scale)) - - # find the mle using ssd tools - fit <- ssd_fit_dists(df, dist="gamma") - }, silent=TRUE) - } - - # find the bias corrected estimates - gamma.pdf <- quote(1 /(scale ^ shape * gamma(shape)) * x ^ (shape - 1) * exp(-x / scale)) - - # what is the log(density) functiong ingoring constants - log.gamma.pdf <- quote(-shape * log(scale) - lgamma(shape) + shape * log(x) - x / scale) - #browser() - bias.correct <- try(coxsnell.bc(density = gamma.pdf, - logdensity = log.gamma.pdf, - n = n, - parms = c("shape", "scale"), - mle = c(estimates(fit)$gamma.shape, - estimates(fit)$gamma.scale), - lower = 0, upper = 'Inf')) - if(class(bias.correct)=="try-error"){ - sim.error = TRUE - cat("Gamma bias correct sim error ", n, sim, "\n") - bias.correct <- NULL - bias.correct$mle.bc <- c(shape=shape, scale=scale) - } - - # find the hc5 and hc1 using the MLE and bias corrected values - # compute the HC5 from the two fit - actual.HC5.log <- log(qgamma(.05, shape=shape, scale=scale)) - actual.HC1.log <- log(qgamma(.01, shape=shape, scale=scale)) - actual.HC5 <- exp(actual.HC5.log) - actual.HC1 <- exp(actual.HC1.log) - MLE.HC5.log <- log(qgamma(.05,shape=estimates(fit)$gamma.shape, scale=estimates(fit)$gamma.scale)) - MLE.HC5 <- exp(MLE.HC5.log) - BC.HC5.log <- log(qgamma(.05,shape = bias.correct$mle.bc["shape"], - scale = bias.correct$mle.bc["scale"] )) - BC.HC5 <- exp(BC.HC5.log) - - MLE.HC1.log <- log(qgamma(.01, shape=estimates(fit)$gamma.shape, scale= estimates(fit)$gamma.scale)) - MLE.HC1 <- exp(MLE.HC1.log) - BC.HC1.log <- log(qgamma(.01,shape=bias.correct$mle.bc["shape"], - scale=bias.correct$mle.bc["scale"] )) - BC.HC1 <- exp(BC.HC1.log) - - data.frame(n=n, sim=sim, shape=shape, scale=scale, - mle.shape = estimates(fit)$gamma.shape, - mle.scale = estimates(fit)$gamma.scale, - bc.shape = bias.correct$mle.bc["shape"], - bc.scale = bias.correct$mle.bc["scale"], - actual.HC5.log, - actual.HC5, - actual.HC1.log, - actual.HC1, - MLE.HC5.log = MLE.HC5.log, - MLE.HC5, - BC.HC5.log, - BC.HC5, - MLE.HC1.log, - MLE.HC1, - BC.HC1.log, - BC.HC1, - sim.error=sim.error) - }, n=n, shape=shape, scale=scale) - fits -}, shape=shape, scale=scale, nsim=nsim) - -# remove simulation errors -sum(res$sim.error) -res <- res[ !res$sim.error, ] - -head(res) -# summarize the output from the sishapelation -res.summary <- plyr::ddply(res,"n", plyr::summarize, - n=mean(n), - nsims=max(sim), - gamma.shape=mean(shape), - gamma.scale=mean(scale), - mean.mle.shape = mean(mle.shape), - mean.mle.scale = mean(mle.scale), - mean.bc.shape = mean(bc.shape), - mean.bc.scale = mean(bc.scale), - actual.HC5.log = mean(actual.HC5.log), - actual.HC1.log = mean(actual.HC1.log), - mean.mle.HC5.log= mean(MLE.HC5.log), - mean.mle.HC1.log= mean(MLE.HC1.log), - mean.bc.HC5.log = mean(BC.HC5.log), - mean.bc.HC1.log = mean(BC.HC1.log), - mean.mle.HC5 = mean(MLE.HC5), - mean.mle.HC1 = mean(MLE.HC1), - mean.bc.HC5 = mean(BC.HC5), - mean.bc.HC1 = mean(BC.HC1) - ) -res.summary - - -plotdata <- reshape2::melt(res.summary, - id.vars="n", - value.name="value", - variable.name="Measure") -plotdata$Measure <- as.character(plotdata$Measure) -unique(plotdata$Measure) -str(plotdata) - -plotdata$parameter <- car::recode(plotdata$Measure, - " 'mean.mle.shape'= 'Shape'; - 'mean.bc.shape' = 'Shape'; - 'mean.mle.scale' ='Scale'; - 'mean.bc.scale' ='Scale'; - 'mean.mle.HC5.log'='log(HC)'; - 'mean.mle.HC1.log'='log(HC)'; - 'mean.bc.HC5.log' ='log(HC)'; - 'mean.bc.HC1.log' ='log(HC)'; - 'mean.mle.HC5' ='actual HC'; - 'mean.mle.HC1' ='actual HC'; - 'mean.bc.HC5' ='actual HC'; - 'mean.bc.HC1' ='actual HC'; - - ") - -plotdata$method <- car::recode(plotdata$Measure, - "'mean.mle.shape' ='MLE'; - 'mean.bc.shape' ='BC'; - 'mean.mle.scale' ='MLE'; - 'mean.bc.scale' ='BC'; - 'mean.mle.HC5.log'='MLE'; - 'mean.mle.HC1.log'='MLE'; - 'mean.bc.HC5.log' ='BC'; - 'mean.bc.HC1.log' ='BC'; - 'mean.mle.HC5' ='MLE'; - 'mean.mle.HC1' ='MLE'; - 'mean.bc.HC5' ='BC'; - 'mean.bc.HC1' ='BC'; - ") - -plotdata$HC <- car::recode(plotdata$Measure, - "'mean.mle.HC5.log'='HC5'; - 'mean.mle.HC1.log'='HC1'; - 'mean.bc.HC5.log' ='HC5'; - 'mean.bc.HC1.log' ='HC1'; - 'mean.mle.HC5' ='HC5'; - 'mean.mle.HC1' ='HC1'; - 'mean.bc.HC5' ='HC5'; - 'mean.bc.HC1' ='HC1'; - else='NA'; - ") - -head(plotdata) - -xtabs(~Measure+parameter, data=plotdata, exclude=NULL, na.action=na.pass) -xtabs(~Measure+method , data=plotdata, exclude=NULL, na.action=na.pass) -unique(plotdata$Measure) -select <- grepl("mle.shape$", plotdata$Measure) | - grepl("mle.scale$", plotdata$Measure) | - grepl("bc.shape$" , plotdata$Measure) | - grepl("bc.scale$" , plotdata$Measure) | - grepl("mle.HC5.log", plotdata$Measure) | - grepl("mle.HC1.log", plotdata$Measure) | - grepl("bc.HC5.log", plotdata$Measure) | - grepl("bc.HC1.log", plotdata$Measure) | - grepl("mle.HC5", plotdata$Measure) | - grepl("mle.HC1", plotdata$Measure) | - grepl("bc.HC5", plotdata$Measure) | - grepl("bc.HC1", plotdata$Measure) - -plotdata[select,] - -true.parms <- data.frame(parameter=c("Shape", - "Scale", - "log(HC)", - "log(HC)", - "actual HC", - 'actual HC'), - value=c(shape,scale, - log(qgamma(.05, shape=shape, scale=scale)), log(qgamma(.01, shape=shape, scale=scale)), - qgamma(.05, shape=shape, scale=scale), qgamma(.01, shape=shape, scale=scale)), - linetype=c("solid","solid","dashed","solid","dashed","solid"), stringsAsFactors=FALSE) -true.parms - -sim.plot <- ggplot(data=plotdata[select,], aes(x=n, y=value,color=method, linetype=HC))+ - ggtitle("Performance of mle and bias corrected estimators", - subtitle=paste("Gamma distribution with shape= ", round(shape,2), ' and scale =',round(scale,2),sep=""))+ - geom_point(position=position_jitter(w=0.4))+ - geom_line( position=position_jitter(w=0.4))+ - facet_wrap(~parameter, ncol=2,scales="free")+ - geom_hline(data=true.parms, aes(yintercept=value), linetype=true.parms$linetype)+ - xlab("Sample size")+ - scale_linetype_discrete(na.value="solid", breaks=c("HC1","HC5") ) - -``` -```{r echo=FALSE, warning=FALSE, message=FALSE} -sim.plot -``` - -The MLEs are biased in small-samples for both the shape and scale (bottom row of plots) but the -small-sample bias declines as sample size increases (as expected). The biases of the -two parameters are in opposite directions (i.e. one bias is positive and one bias is negative). -The bias corrected estimates -are unbiased (as expected). - -The estimated $\log{HC}$ (upper right plot) based on the MLE is slightly biased upwards (i.e. larger) than the true -values but the bias rapidly declines with sample size (as expected). Rather surprisingly, the -estimated HC5 and HC1 values using the bias-corrected estimates are biased downwards, likely an artefact -of the non-linear transformation from scale and shape to the HCx. - -Finally, the estimated $HC1$ and $HC5$ values are again biased upwards (upper left plot) based -on the MLEs, but the estimated $HCx$ values based on the bias-corrected estimates appear to exhibit -less bias despite the bias in the $\log(HCx)$ values. - -## Recommendations - -In cases with reasonably large sample sizes (around 15+), the small sample bias is -unlikely to be of concern given the uncertainty in the endpoints actually used -for the fit, and the uncertainty generated for the HCx from the model averaging process. - -The small sample bias in the estimates is expected to affect the smaller -HCx values (e.g. HC1) more than larger HCx values (e.g. HC5). -This is not unexpected because you are -trying to extrapolate out to the extreme tails of the distribution where there -is typically no data available and small changes to parameter values can have -large impacts on the extreme tails. - -For smaller sample sizes, a similar exercise as above can be used to -estimate the impact of the small sample bias. Howeverr, for small sample sizes, -this exercise may be akin to "fiddling while Rome burns", i.e, this does not change the basic -problems with small sample sizes including (a) most distributions will have adequate fits and it is unlikely be possible to discriminate between distributions; -and (b) extrapolating even to a moderate tail fraction (e.g. HC5) is very, very -dependent on the chosen distribution; (c) there is no data available -to support even moderate extrapolation to tail proportions. Higher certainty in -the estimates can only be obtained by increasing sample sizes. - ------ - -

Licensing

-

Copyright 2018-2024 Province of British Columbia
-Copyright 2021 Environment and Climate Change Canada
-Copyright 2023-2024 Australian Government Department of Climate Change, -Energy, the Environment and Water

-

The documentation is released under the CC BY 4.0 -License

-

The code is released under the Apache License -2.0

From 2d9a48b9ba6bfdf30a4656463f7ac374527991eb Mon Sep 17 00:00:00 2001 From: Joe Thorley Date: Sun, 7 Jun 2026 11:55:33 -0700 Subject: [PATCH 03/21] Fix weighted starting values, duplicate ssd_elgumbel, deprecated ggplot2 aes - mean_weighted_values() now reads data$weight rather than misusing the logical weight flag as the weight vector, so weighted fits get weighted starting values (uniform-weight results are unchanged). - Remove duplicate ssd_elgumbel() definition (the first also carried an incorrect ssd_einvpareto() @examples); sync man/ssd_e.Rd. - Replace deprecated ..density.. with after_stat(density) in StatSsdpoint and StatSsdsegment default aesthetics. Co-Authored-By: Claude Opus 4.8 --- R/ggproto.R | 4 ++-- R/helpers.R | 13 ++++++------- R/lgumbel.R | 9 --------- man/ssd_e.Rd | 6 ------ 4 files changed, 8 insertions(+), 24 deletions(-) diff --git a/R/ggproto.R b/R/ggproto.R index 1335d4a3..02b72306 100644 --- a/R/ggproto.R +++ b/R/ggproto.R @@ -27,7 +27,7 @@ StatSsdpoint <- ggproto( "StatSsdpoint", Stat, required_aes = "x", - default_aes = aes(y = ..density..), + default_aes = aes(y = after_stat(density)), compute_panel = function(data, scales) { data$density <- ssd_ecd(data$x) data @@ -40,7 +40,7 @@ StatSsdsegment <- ggproto( "StatSsdsegment", Stat, required_aes = c("x", "xend"), - default_aes = aes(y = ..density.., yend = ..density..), + default_aes = aes(y = after_stat(density), yend = after_stat(density)), compute_panel = function(data, scales) { data$density <- ssd_ecd(rowMeans(data[c("x", "xend")], na.rm = TRUE)) data diff --git a/R/helpers.R b/R/helpers.R index 3869b1e7..0782640d 100644 --- a/R/helpers.R +++ b/R/helpers.R @@ -186,14 +186,13 @@ adjust_data <- function(data, rescale, reweight, odds_max, silent) { } mean_weighted_values <- function(data, weight = TRUE) { - data <- as.matrix(data[c("left", "right")]) - x <- rowMeans(data, na.rm = TRUE) + x <- rowMeans(as.matrix(data[c("left", "right")]), na.rm = TRUE) if (!weight) { return(x) } - x <- x[weight > 0] - weight <- weight[weight > 0] - weight <- weight / min(weight) - weight <- round(weight) - rep(x, weight) + w <- data$weight + x <- x[w > 0] + w <- w[w > 0] + w <- round(w / min(w)) + rep(x, w) } diff --git a/R/lgumbel.R b/R/lgumbel.R index ef923449..16fbba29 100644 --- a/R/lgumbel.R +++ b/R/lgumbel.R @@ -50,15 +50,6 @@ ssd_plgumbel <- function( ) } -#' @describeIn ssd_e Default Parameter Values for Log-Gumbel Distribution -#' @export -#' @examples -#' -#' ssd_einvpareto() -ssd_elgumbel <- function() { - list(locationlog = 0, scalelog = 1) -} - #' Cumulative Distribution Function for Log-Gumbel Distribution #' `r lifecycle::badge("deprecated")` #' diff --git a/man/ssd_e.Rd b/man/ssd_e.Rd index 896ffb13..53c4715d 100644 --- a/man/ssd_e.Rd +++ b/man/ssd_e.Rd @@ -27,8 +27,6 @@ ssd_einvpareto() ssd_elgumbel() -ssd_elgumbel() - ssd_ellogis_llogis() ssd_ellogis() @@ -54,8 +52,6 @@ Default Parameter Estimates \item \code{ssd_einvpareto()}: Default Parameter Values for Inverse Pareto Distribution -\item \code{ssd_elgumbel()}: Default Parameter Values for Log-Gumbel Distribution - \item \code{ssd_elgumbel()}: Default Parameter Values for log-Gumbel Distribution \item \code{ssd_ellogis_llogis()}: Default Parameter Values for Log-Logistic/Log-Logistic Mixture Distribution @@ -81,8 +77,6 @@ ssd_egompertz() ssd_einvpareto() -ssd_einvpareto() - ssd_elgumbel() ssd_ellogis_llogis() From 7024c7e5259eb1990f90a06921456a4f7a946d52 Mon Sep 17 00:00:00 2001 From: Joe Thorley Date: Sun, 7 Jun 2026 11:55:49 -0700 Subject: [PATCH 04/21] Move dplyr to Imports, drop plyr and unused Suggests - dplyr is used unconditionally throughout R/, so move it from Suggests to Imports (a Suggests-only dependency used without a guard is a latent failure when dplyr is absent). - Replace the sole plyr::summarise call in GeomXribbon with base data.frame and drop plyr from Imports, NAMESPACE, and the package import. - Remove unused Suggests: magrittr, reshape2, tidyselect (no references in R/, tests/, or vignettes/). Co-Authored-By: Claude Opus 4.8 --- DESCRIPTION | 5 +---- NAMESPACE | 1 - R/ggproto.R | 7 +++---- R/ssdtools-package.R | 1 - 4 files changed, 4 insertions(+), 10 deletions(-) diff --git a/DESCRIPTION b/DESCRIPTION index 2cb60d38..f752191b 100644 --- a/DESCRIPTION +++ b/DESCRIPTION @@ -51,6 +51,7 @@ Depends: Imports: abind, chk, + dplyr, furrr, generics, ggplot2, @@ -61,7 +62,6 @@ Imports: grid, lifecycle, parallel, - plyr, purrr, Rcpp, readr, @@ -77,19 +77,16 @@ Imports: Suggests: actuar, covr, - dplyr, EnvStats, extraDistr, fitdistrplus, grDevices, knitr, latex2exp, - magrittr, patchwork, rmarkdown, testthat (>= 3.0.0), tidyr, - tidyselect, tinytex, VGAM, withr diff --git a/NAMESPACE b/NAMESPACE index d115a634..ebfe28b0 100644 --- a/NAMESPACE +++ b/NAMESPACE @@ -197,7 +197,6 @@ importFrom(lifecycle,expect_defunct) importFrom(lifecycle,expect_deprecated) importFrom(parallel,nextRNGStream) importFrom(parallel,nextRNGSubStream) -importFrom(plyr,summarise) importFrom(purrr,list_assign) importFrom(purrr,transpose) importFrom(scales,label_percent) diff --git a/R/ggproto.R b/R/ggproto.R index 02b72306..cd5883d9 100644 --- a/R/ggproto.R +++ b/R/ggproto.R @@ -122,10 +122,9 @@ GeomXribbon <- ggproto( ids <- cumsum(missing_pos) + 1 ids[missing_pos] <- NA - positions <- plyr::summarise( - data, - y = c(y, rev(y)), - x = c(xmax, rev(xmin)), + positions <- data.frame( + y = c(data$y, rev(data$y)), + x = c(data$xmax, rev(data$xmin)), id = c(ids, rev(ids)) ) munched <- coord_munch(coord, positions, panel_params) diff --git a/R/ssdtools-package.R b/R/ssdtools-package.R index 81ca477a..491ee2b6 100644 --- a/R/ssdtools-package.R +++ b/R/ssdtools-package.R @@ -34,7 +34,6 @@ utils::globalVariables("where") #' @importFrom grid gList gpar grobName gTree polygonGrob segmentsGrob #' @importFrom lifecycle deprecated expect_defunct expect_deprecated deprecate_soft deprecate_stop deprecate_warn #' @importFrom parallel nextRNGStream nextRNGSubStream -#' @importFrom plyr summarise #' @importFrom purrr list_assign transpose #' @importFrom Rcpp sourceCpp #' @importFrom scales manual_pal label_percent trans_breaks From dc3192b638fd0d31b9c3ff2f812296ea5dc0051b Mon Sep 17 00:00:00 2001 From: Joe Thorley Date: Sun, 7 Jun 2026 12:13:39 -0700 Subject: [PATCH 05/21] Remove repeated 33-parameter blocks in multi.R The six model-averaged multi functions each hard-coded the full set of ~33 distribution parameters: ssd_pmulti/ssd_qmulti/ssd_rmulti as a signature plus a verbatim forwarding call, and pmulti_ssd/qmulti_ssd/ rmulti_ssd as a signature plus a verbatim list(). Adding or renaming a distribution parameter meant editing six identical blocks, where a typo could silently diverge. - Make .relist_estimates() order-robust by reshaping the flat arguments by name rather than position. The internal list() blocks were previously load-bearing because relist() is positional; with the name-based reshape the order parameters arrive in no longer matters. - Collapse the internal pmulti_ssd/qmulti_ssd/rmulti_ssd to function(q/p/n, ...) forwarding list(...) to .relist_estimates(), and rename qmulti_ssd's first argument q -> p (it is a probability). - Replace the forwarding bodies of the exported ssd_pmulti/ssd_qmulti/ ssd_rmulti with do.call(, c(list("multi"), as.list(environment()))). Their explicit signatures are retained so argument names and defaults remain validated and documented. multi.R drops from 632 to 296 lines. Output verified byte-identical to the previous implementation across p/q/r, mixtures, unnormalised weights, seeded random generation, round-trips, the non-canonical argument-order path, and the zero-weight error. Co-Authored-By: Claude Opus 4.8 --- R/estimates.R | 4 +- R/multi.R | 364 ++------------------------------------------------ 2 files changed, 17 insertions(+), 351 deletions(-) diff --git a/R/estimates.R b/R/estimates.R index 206c5188..c4c4d7eb 100644 --- a/R/estimates.R +++ b/R/estimates.R @@ -60,6 +60,8 @@ estimates.fitdists <- function(x, all_estimates = FALSE, ...) { } .relist_estimates <- function(x) { - list <- relist(x, skeleton = emulti_ssd()) + skeleton <- emulti_ssd() + x <- unlist(x)[names(unlist(skeleton))] + list <- relist(x, skeleton = skeleton) purrr::map(list, function(x) as.list(unlist(x))) } diff --git a/R/multi.R b/R/multi.R index 4b3b9e40..605fb7cc 100644 --- a/R/multi.R +++ b/R/multi.R @@ -60,46 +60,7 @@ ssd_pmulti <- function( lower.tail = TRUE, log.p = FALSE ) { - pdist( - "multi", - q = q, - burrIII3.weight = burrIII3.weight, - burrIII3.shape1 = burrIII3.shape1, - burrIII3.shape2 = burrIII3.shape2, - burrIII3.scale = burrIII3.scale, - gamma.weight = gamma.weight, - gamma.shape = gamma.shape, - gamma.scale = gamma.scale, - gompertz.weight = gompertz.weight, - gompertz.location = gompertz.location, - gompertz.shape = gompertz.shape, - lgumbel.weight = lgumbel.weight, - lgumbel.locationlog = lgumbel.locationlog, - lgumbel.scalelog = lgumbel.scalelog, - llogis.weight = llogis.weight, - llogis.locationlog = llogis.locationlog, - llogis.scalelog = llogis.scalelog, - llogis_llogis.weight = llogis_llogis.weight, - llogis_llogis.locationlog1 = llogis_llogis.locationlog1, - llogis_llogis.scalelog1 = llogis_llogis.scalelog1, - llogis_llogis.locationlog2 = llogis_llogis.locationlog2, - llogis_llogis.scalelog2 = llogis_llogis.scalelog2, - llogis_llogis.pmix = llogis_llogis.pmix, - lnorm.weight = lnorm.weight, - lnorm.meanlog = lnorm.meanlog, - lnorm.sdlog = lnorm.sdlog, - lnorm_lnorm.weight = lnorm_lnorm.weight, - lnorm_lnorm.meanlog1 = lnorm_lnorm.meanlog1, - lnorm_lnorm.sdlog1 = lnorm_lnorm.sdlog1, - lnorm_lnorm.meanlog2 = lnorm_lnorm.meanlog2, - lnorm_lnorm.sdlog2 = lnorm_lnorm.sdlog2, - lnorm_lnorm.pmix = lnorm_lnorm.pmix, - weibull.weight = weibull.weight, - weibull.shape = weibull.shape, - weibull.scale = weibull.scale, - lower.tail = lower.tail, - log.p = log.p - ) + do.call(pdist, c(list("multi"), as.list(environment()))) } #' @describeIn ssd_q Quantile Function for Multiple Distributions @@ -147,46 +108,7 @@ ssd_qmulti <- function( lower.tail = TRUE, log.p = FALSE ) { - qdist( - "multi", - p = p, - burrIII3.weight = burrIII3.weight, - burrIII3.shape1 = burrIII3.shape1, - burrIII3.shape2 = burrIII3.shape2, - burrIII3.scale = burrIII3.scale, - gamma.weight = gamma.weight, - gamma.shape = gamma.shape, - gamma.scale = gamma.scale, - gompertz.weight = gompertz.weight, - gompertz.location = gompertz.location, - gompertz.shape = gompertz.shape, - lgumbel.weight = lgumbel.weight, - lgumbel.locationlog = lgumbel.locationlog, - lgumbel.scalelog = lgumbel.scalelog, - llogis.weight = llogis.weight, - llogis.locationlog = llogis.locationlog, - llogis.scalelog = llogis.scalelog, - llogis_llogis.weight = llogis_llogis.weight, - llogis_llogis.locationlog1 = llogis_llogis.locationlog1, - llogis_llogis.scalelog1 = llogis_llogis.scalelog1, - llogis_llogis.locationlog2 = llogis_llogis.locationlog2, - llogis_llogis.scalelog2 = llogis_llogis.scalelog2, - llogis_llogis.pmix = llogis_llogis.pmix, - lnorm.weight = lnorm.weight, - lnorm.meanlog = lnorm.meanlog, - lnorm.sdlog = lnorm.sdlog, - lnorm_lnorm.weight = lnorm_lnorm.weight, - lnorm_lnorm.meanlog1 = lnorm_lnorm.meanlog1, - lnorm_lnorm.sdlog1 = lnorm_lnorm.sdlog1, - lnorm_lnorm.meanlog2 = lnorm_lnorm.meanlog2, - lnorm_lnorm.sdlog2 = lnorm_lnorm.sdlog2, - lnorm_lnorm.pmix = lnorm_lnorm.pmix, - weibull.weight = weibull.weight, - weibull.shape = weibull.shape, - weibull.scale = weibull.scale, - lower.tail = lower.tail, - log.p = log.p - ) + do.call(qdist, c(list("multi"), as.list(environment()))) } #' @describeIn ssd_r Random Generation for Multiple Distributions @@ -235,45 +157,7 @@ ssd_rmulti <- function( weibull.scale = 1, chk = TRUE ) { - rdist( - "multi", - n = n, - burrIII3.weight = burrIII3.weight, - burrIII3.shape1 = burrIII3.shape1, - burrIII3.shape2 = burrIII3.shape2, - burrIII3.scale = burrIII3.scale, - gamma.weight = gamma.weight, - gamma.shape = gamma.shape, - gamma.scale = gamma.scale, - gompertz.weight = gompertz.weight, - gompertz.location = gompertz.location, - gompertz.shape = gompertz.shape, - lgumbel.weight = lgumbel.weight, - lgumbel.locationlog = lgumbel.locationlog, - lgumbel.scalelog = lgumbel.scalelog, - llogis.weight = llogis.weight, - llogis.locationlog = llogis.locationlog, - llogis.scalelog = llogis.scalelog, - llogis_llogis.weight = llogis_llogis.weight, - llogis_llogis.locationlog1 = llogis_llogis.locationlog1, - llogis_llogis.scalelog1 = llogis_llogis.scalelog1, - llogis_llogis.locationlog2 = llogis_llogis.locationlog2, - llogis_llogis.scalelog2 = llogis_llogis.scalelog2, - llogis_llogis.pmix = llogis_llogis.pmix, - lnorm.weight = lnorm.weight, - lnorm.meanlog = lnorm.meanlog, - lnorm.sdlog = lnorm.sdlog, - lnorm_lnorm.weight = lnorm_lnorm.weight, - lnorm_lnorm.meanlog1 = lnorm_lnorm.meanlog1, - lnorm_lnorm.sdlog1 = lnorm_lnorm.sdlog1, - lnorm_lnorm.meanlog2 = lnorm_lnorm.meanlog2, - lnorm_lnorm.sdlog2 = lnorm_lnorm.sdlog2, - lnorm_lnorm.pmix = lnorm_lnorm.pmix, - weibull.weight = weibull.weight, - weibull.shape = weibull.shape, - weibull.scale = weibull.scale, - chk = chk - ) + do.call(rdist, c(list("multi"), as.list(environment()))) } #' @describeIn ssd_e Default Parameter Values for Multiple Distributions @@ -393,240 +277,20 @@ qmulti_list <- function(p, list) { root(p, f) } -pmulti_ssd <- function( - q, - burrIII3.weight, - burrIII3.shape1, - burrIII3.shape2, - burrIII3.scale, - gamma.weight, - gamma.shape, - gamma.scale, - gompertz.weight, - gompertz.location, - gompertz.shape, - lgumbel.weight, - lgumbel.locationlog, - lgumbel.scalelog, - llogis.weight, - llogis.locationlog, - llogis.scalelog, - llogis_llogis.weight, - llogis_llogis.locationlog1, - llogis_llogis.scalelog1, - llogis_llogis.locationlog2, - llogis_llogis.scalelog2, - llogis_llogis.pmix, - lnorm.weight, - lnorm.meanlog, - lnorm.sdlog, - lnorm_lnorm.weight, - lnorm_lnorm.meanlog1, - lnorm_lnorm.sdlog1, - lnorm_lnorm.meanlog2, - lnorm_lnorm.sdlog2, - lnorm_lnorm.pmix, - weibull.weight, - weibull.shape, - weibull.scale -) { - list <- .relist_estimates( - list( - burrIII3.weight = burrIII3.weight, - burrIII3.shape1 = burrIII3.shape1, - burrIII3.shape2 = burrIII3.shape2, - burrIII3.scale = burrIII3.scale, - gamma.weight = gamma.weight, - gamma.shape = gamma.shape, - gamma.scale = gamma.scale, - gompertz.weight = gompertz.weight, - gompertz.location = gompertz.location, - gompertz.shape = gompertz.shape, - lgumbel.weight = lgumbel.weight, - lgumbel.locationlog = lgumbel.locationlog, - lgumbel.scalelog = lgumbel.scalelog, - llogis.weight = llogis.weight, - llogis.locationlog = llogis.locationlog, - llogis.scalelog = llogis.scalelog, - llogis_llogis.weight = llogis_llogis.weight, - llogis_llogis.locationlog1 = llogis_llogis.locationlog1, - llogis_llogis.scalelog1 = llogis_llogis.scalelog1, - llogis_llogis.locationlog2 = llogis_llogis.locationlog2, - llogis_llogis.scalelog2 = llogis_llogis.scalelog2, - llogis_llogis.pmix = llogis_llogis.pmix, - lnorm.weight = lnorm.weight, - lnorm.meanlog = lnorm.meanlog, - lnorm.sdlog = lnorm.sdlog, - lnorm_lnorm.weight = lnorm_lnorm.weight, - lnorm_lnorm.meanlog1 = lnorm_lnorm.meanlog1, - lnorm_lnorm.sdlog1 = lnorm_lnorm.sdlog1, - lnorm_lnorm.meanlog2 = lnorm_lnorm.meanlog2, - lnorm_lnorm.sdlog2 = lnorm_lnorm.sdlog2, - lnorm_lnorm.pmix = lnorm_lnorm.pmix, - weibull.weight = weibull.weight, - weibull.shape = weibull.shape, - weibull.scale = weibull.scale - ) - ) - - pmulti_list(q, list) +# Internal model-averaged p/q/r functions dispatched by name from +# .pdist()/.qdist()/.rdist() (see pqr.R). They receive the full set of +# distribution parameters by name via `...`; .relist_estimates() reshapes +# the flat named arguments into the per-distribution skeleton (and is +# order-robust, so the order the parameters arrive in does not matter). +pmulti_ssd <- function(q, ...) { + pmulti_list(q, .relist_estimates(list(...))) } -qmulti_ssd <- function( - q, - burrIII3.weight, - burrIII3.shape1, - burrIII3.shape2, - burrIII3.scale, - gamma.weight, - gamma.shape, - gamma.scale, - gompertz.weight, - gompertz.location, - gompertz.shape, - lgumbel.weight, - lgumbel.locationlog, - lgumbel.scalelog, - llogis.weight, - llogis.locationlog, - llogis.scalelog, - llogis_llogis.weight, - llogis_llogis.locationlog1, - llogis_llogis.scalelog1, - llogis_llogis.locationlog2, - llogis_llogis.scalelog2, - llogis_llogis.pmix, - lnorm.weight, - lnorm.meanlog, - lnorm.sdlog, - lnorm_lnorm.weight, - lnorm_lnorm.meanlog1, - lnorm_lnorm.sdlog1, - lnorm_lnorm.meanlog2, - lnorm_lnorm.sdlog2, - lnorm_lnorm.pmix, - weibull.weight, - weibull.shape, - weibull.scale -) { - list <- .relist_estimates( - list( - burrIII3.weight = burrIII3.weight, - burrIII3.shape1 = burrIII3.shape1, - burrIII3.shape2 = burrIII3.shape2, - burrIII3.scale = burrIII3.scale, - gamma.weight = gamma.weight, - gamma.shape = gamma.shape, - gamma.scale = gamma.scale, - gompertz.weight = gompertz.weight, - gompertz.location = gompertz.location, - gompertz.shape = gompertz.shape, - lgumbel.weight = lgumbel.weight, - lgumbel.locationlog = lgumbel.locationlog, - lgumbel.scalelog = lgumbel.scalelog, - llogis.weight = llogis.weight, - llogis.locationlog = llogis.locationlog, - llogis.scalelog = llogis.scalelog, - llogis_llogis.weight = llogis_llogis.weight, - llogis_llogis.locationlog1 = llogis_llogis.locationlog1, - llogis_llogis.scalelog1 = llogis_llogis.scalelog1, - llogis_llogis.locationlog2 = llogis_llogis.locationlog2, - llogis_llogis.scalelog2 = llogis_llogis.scalelog2, - llogis_llogis.pmix = llogis_llogis.pmix, - lnorm.weight = lnorm.weight, - lnorm.meanlog = lnorm.meanlog, - lnorm.sdlog = lnorm.sdlog, - lnorm_lnorm.weight = lnorm_lnorm.weight, - lnorm_lnorm.meanlog1 = lnorm_lnorm.meanlog1, - lnorm_lnorm.sdlog1 = lnorm_lnorm.sdlog1, - lnorm_lnorm.meanlog2 = lnorm_lnorm.meanlog2, - lnorm_lnorm.sdlog2 = lnorm_lnorm.sdlog2, - lnorm_lnorm.pmix = lnorm_lnorm.pmix, - weibull.weight = weibull.weight, - weibull.shape = weibull.shape, - weibull.scale = weibull.scale - ) - ) - - qmulti_list(q, list) +qmulti_ssd <- function(p, ...) { + qmulti_list(p, .relist_estimates(list(...))) } -rmulti_ssd <- function( - n, - burrIII3.weight, - burrIII3.shape1, - burrIII3.shape2, - burrIII3.scale, - gamma.weight, - gamma.shape, - gamma.scale, - gompertz.weight, - gompertz.location, - gompertz.shape, - lgumbel.weight, - lgumbel.locationlog, - lgumbel.scalelog, - llogis.weight, - llogis.locationlog, - llogis.scalelog, - llogis_llogis.weight, - llogis_llogis.locationlog1, - llogis_llogis.scalelog1, - llogis_llogis.locationlog2, - llogis_llogis.scalelog2, - llogis_llogis.pmix, - lnorm.weight, - lnorm.meanlog, - lnorm.sdlog, - lnorm_lnorm.weight, - lnorm_lnorm.meanlog1, - lnorm_lnorm.sdlog1, - lnorm_lnorm.meanlog2, - lnorm_lnorm.sdlog2, - lnorm_lnorm.pmix, - weibull.weight, - weibull.shape, - weibull.scale -) { +rmulti_ssd <- function(n, ...) { p <- runif(n) - - list <- .relist_estimates( - list( - burrIII3.weight = burrIII3.weight, - burrIII3.shape1 = burrIII3.shape1, - burrIII3.shape2 = burrIII3.shape2, - burrIII3.scale = burrIII3.scale, - gamma.weight = gamma.weight, - gamma.shape = gamma.shape, - gamma.scale = gamma.scale, - gompertz.weight = gompertz.weight, - gompertz.location = gompertz.location, - gompertz.shape = gompertz.shape, - lgumbel.weight = lgumbel.weight, - lgumbel.locationlog = lgumbel.locationlog, - lgumbel.scalelog = lgumbel.scalelog, - llogis.weight = llogis.weight, - llogis.locationlog = llogis.locationlog, - llogis.scalelog = llogis.scalelog, - llogis_llogis.weight = llogis_llogis.weight, - llogis_llogis.locationlog1 = llogis_llogis.locationlog1, - llogis_llogis.scalelog1 = llogis_llogis.scalelog1, - llogis_llogis.locationlog2 = llogis_llogis.locationlog2, - llogis_llogis.scalelog2 = llogis_llogis.scalelog2, - llogis_llogis.pmix = llogis_llogis.pmix, - lnorm.weight = lnorm.weight, - lnorm.meanlog = lnorm.meanlog, - lnorm.sdlog = lnorm.sdlog, - lnorm_lnorm.weight = lnorm_lnorm.weight, - lnorm_lnorm.meanlog1 = lnorm_lnorm.meanlog1, - lnorm_lnorm.sdlog1 = lnorm_lnorm.sdlog1, - lnorm_lnorm.meanlog2 = lnorm_lnorm.meanlog2, - lnorm_lnorm.sdlog2 = lnorm_lnorm.sdlog2, - lnorm_lnorm.pmix = lnorm_lnorm.pmix, - weibull.weight = weibull.weight, - weibull.shape = weibull.shape, - weibull.scale = weibull.scale - ) - ) - qmulti_list(p, list) + qmulti_list(p, .relist_estimates(list(...))) } From a07b9f075e5ef1710e0b3444ecf869e3904af763 Mon Sep 17 00:00:00 2001 From: Joe Thorley Date: Sun, 7 Jun 2026 12:29:39 -0700 Subject: [PATCH 06/21] Replace eval(parse()) metaprogramming with direct dispatch The model-averaged CDF was assembled by pasting R source into a string and eval(parse())-ing it, and tdist() resolved a function by parsing its name. Both defeat static analysis and are fragile to formatting. - pmulti_fun() now returns a closure that sums weight * pXXX_ssd(q, ...) over the component distributions (using get() for lexical lookup of the component CDF) rather than building and parsing a source string. The now-unused string helpers value_args() and pmulti_dist() are removed. - tdist() resolves ssd_p with match.fun() instead of eval(parse()). Output verified identical to the string-based implementation across the p/q/r paths, distribution mixtures, lower.tail/log.p, round-trips and seeded random generation; match.fun() resolves the same ssd_p function as eval(parse()) for every distribution. Co-Authored-By: Claude Opus 4.8 --- R/multi.R | 30 +++++++++++++----------------- R/pqr.R | 3 +-- 2 files changed, 14 insertions(+), 19 deletions(-) diff --git a/R/multi.R b/R/multi.R index 605fb7cc..ad7145ac 100644 --- a/R/multi.R +++ b/R/multi.R @@ -231,23 +231,19 @@ emulti_ssd <- function() { }) } -value_args <- function(x) { - x$weight <- NULL - value_args <- purrr::imap_chr(x, function(x, y) paste(y, "=", x)) - paste0(value_args, collapse = ", ") -} - -pmulti_dist <- function(x, dist) { - fun <- paste0(x$weight, " * p", dist, "_ssd(q, ") - value_args <- value_args(x) - paste0(fun, value_args, ")") -} - -pmulti_fun <- function(list) { - funs <- purrr::imap_chr(list, pmulti_dist) - fun <- paste0(funs, collapse = " + ") - func <- paste0("function(q, p = 0) {(", fun, ") - p}") - eval(parse(text = func)) +# Build the model-averaged CDF as a closure: the weighted sum of the +# component distribution CDFs minus p, so it serves both to evaluate the +# CDF (with p = 0) and as the objective for root finding (see root()). +pmulti_fun <- function(dists) { + function(q, p = 0) { + terms <- purrr::imap(dists, function(pars, dist) { + weight <- pars$weight + pars$weight <- NULL + fun <- get(paste0("p", dist, "_ssd"), mode = "function") + weight * do.call(fun, c(list(q), pars)) + }) + purrr::reduce(terms, `+`) - p + } } normalize_weights <- function(list) { diff --git a/R/pqr.R b/R/pqr.R index 4e0360df..15592c63 100644 --- a/R/pqr.R +++ b/R/pqr.R @@ -238,8 +238,7 @@ mdist <- function(dist) { tdist <- function(dist, data, pars, pvalue, test = "ks", y = "y") { x <- mean_weighted_values(data, weight = FALSE) - fun <- paste0("ssd_p", dist) - fun <- eval(parse(text = fun)) + fun <- match.fun(paste0("ssd_p", dist)) args <- list(x, fun) names(args) <- c("x", y) args <- c(args, pars) From 3832d18a645fcb33b309503bc75d9435f1e1f6f3 Mon Sep 17 00:00:00 2001 From: Joe Thorley Date: Sun, 7 Jun 2026 12:44:50 -0700 Subject: [PATCH 07/21] rbuildignore .claude --- .Rbuildignore | 1 + 1 file changed, 1 insertion(+) diff --git a/.Rbuildignore b/.Rbuildignore index f2851f9f..0f37bb86 100644 --- a/.Rbuildignore +++ b/.Rbuildignore @@ -25,3 +25,4 @@ .devcontainer ^\.vscode$ ^[.]?air[.]toml$ +^\.claude$ From a2a42a2bbd79c75894de5ad5875fda69ffc454d6 Mon Sep 17 00:00:00 2001 From: Joe Thorley Date: Sun, 7 Jun 2026 12:49:16 -0700 Subject: [PATCH 08/21] Deduplicate proportion handling, tighten validation and messages - Extract the repeated percent->proportion deprecation-and-validation block (duplicated across ssd_hc.list/.fitdists/.fitburrlioz and predict.fitdists/.fitburrlioz) into a single .hc_proportion() helper. - ssd_plot(): validate that hc is numeric (before chk_subset) and that decimal.mark is a string (previously only big.mark and suffix were checked, while ssd_plot_data() checked decimal.mark but not suffix). - ssd_plot_data(): validate that suffix is a string. - .pd()/.qd(): replace the bare stop() length-1 assertion with an err() carrying a message. - Fix incorrect function names in two ssd_hp() deprecation messages (they referred to ssd_hc() and ssd_hp_bcanz()). - Fix "can not" -> "cannot" in the GeomXribbon aesthetics error. The .hc_proportion() helper is verbatim the previous inline logic; output verified identical across the supplied / not-supplied / invalid percent and proportion paths. Co-Authored-By: Claude Opus 4.8 --- R/ggproto.R | 2 +- R/hc.R | 72 +++++++++++++++++---------------------------------- R/hp.R | 6 ++--- R/plot-data.R | 1 + R/pqr.R | 4 +-- R/predict.R | 34 ++---------------------- R/ssd-plot.R | 2 ++ 7 files changed, 35 insertions(+), 86 deletions(-) diff --git a/R/ggproto.R b/R/ggproto.R index 1335d4a3..64f2c3dd 100644 --- a/R/ggproto.R +++ b/R/ggproto.R @@ -114,7 +114,7 @@ GeomXribbon <- ggproto( # Check that aesthetics are constant aes <- unique(data[c("colour", "fill", "linewidth", "linetype", "alpha")]) if (nrow(aes) > 1) { - err("Aesthetics can not vary with a ribbon.") + err("Aesthetics cannot vary with a ribbon.") } aes <- as.list(aes) diff --git a/R/hc.R b/R/hc.R index adccfba7..3f622a2e 100644 --- a/R/hc.R +++ b/R/hc.R @@ -65,6 +65,27 @@ ssd_hc <- function(x, ...) { ) } +# Resolve the deprecated `percent` argument into a `proportion` and +# validate it. Shared by the ssd_hc() and predict() methods. +.hc_proportion <- function(percent, proportion) { + if (lifecycle::is_present(percent)) { + lifecycle::deprecate_soft( + "2.0.0", + "ssd_hc(percent)", + "ssd_hc(proportion)", + id = "hc" + ) + chk_vector(percent) + chk_numeric(percent) + chk_range(percent, c(0, 100)) + proportion <- percent / 100 + } + chk_vector(proportion) + chk_numeric(proportion) + chk_range(proportion) + proportion +} + #' @describeIn ssd_hc Hazard Concentrations for Distributional Estimates #' @export #' @examples @@ -81,22 +102,7 @@ ssd_hc.list <- function( chk_unique(names(x)) chk_unused(...) - if (lifecycle::is_present(percent)) { - lifecycle::deprecate_soft( - "2.0.0", - "ssd_hc(percent)", - with = "ssd_hc(proportion)", - id = "hc" - ) - chk_vector(percent) - chk_numeric(percent) - chk_range(percent, c(0, 100)) - proportion <- percent / 100 - } - - chk_vector(proportion) - chk_numeric(proportion) - chk_range(proportion) + proportion <- .hc_proportion(percent, proportion) if (!length(x)) { hc <- no_hcp() @@ -140,22 +146,7 @@ ssd_hc.fitdists <- function( ) { chk_unused(...) - if (lifecycle::is_present(percent)) { - lifecycle::deprecate_soft( - "2.0.0", - "ssd_hc(percent)", - "ssd_hc(proportion)", - id = "hc" - ) - chk_vector(percent) - chk_numeric(percent) - chk_range(percent, c(0, 100)) - proportion <- percent / 100 - } - - chk_vector(proportion) - chk_numeric(proportion) - chk_range(proportion) + proportion <- .hc_proportion(percent, proportion) if (lifecycle::is_present(multi_est)) { lifecycle::deprecate_soft( @@ -229,22 +220,7 @@ ssd_hc.fitburrlioz <- function( chk_subset(names(x), c("burrIII3", "invpareto", "llogis", "lgumbel")) chk_unused(...) - if (lifecycle::is_present(percent)) { - lifecycle::deprecate_soft( - "2.0.0", - "ssd_hc(percent)", - "ssd_hc(proportion)", - id = "hc" - ) - chk_vector(percent) - chk_numeric(percent) - chk_range(percent, c(0, 100)) - proportion <- percent / 100 - } - - chk_vector(proportion) - chk_numeric(proportion) - chk_range(proportion) + proportion <- .hc_proportion(percent, proportion) fun <- if (names(x) == "burrIII3") fit_burrlioz else fit_tmb diff --git a/R/hp.R b/R/hp.R index 5bb4894c..853ed8de 100644 --- a/R/hp.R +++ b/R/hp.R @@ -68,8 +68,8 @@ ssd_hp.fitdists <- function( if (lifecycle::is_present(multi_est)) { lifecycle::deprecate_soft( "2.3.1", - "ssd_hc(multi_est)", - "ssd_hc(est_method)" + "ssd_hp(multi_est)", + "ssd_hp(est_method)" ) chk_flag(multi_est) @@ -156,7 +156,7 @@ ssd_hp.fitburrlioz <- function( "2.3.1", I("ssd_hp(proportion = FALSE)"), I("ssd_hp(proportion = TRUE)"), - "Please set the `proportion` argument to `ssd_hp_bcanz()` to be TRUE which will cause it to return hazard proportions instead of percentages then update your downstream code accordingly.", + "Please set the `proportion` argument to `ssd_hp()` to be TRUE which will cause it to return hazard proportions instead of percentages then update your downstream code accordingly.", id = "ssd_hp" ) } diff --git a/R/plot-data.R b/R/plot-data.R index 1e4b8de9..9030dd0c 100644 --- a/R/plot-data.R +++ b/R/plot-data.R @@ -58,6 +58,7 @@ ssd_plot_data <- function( chk_range(add_x, c(-1000, 1000)) chk_string(big.mark) chk_string(decimal.mark) + chk_string(suffix) .chk_bounds(bounds) diff --git a/R/pqr.R b/R/pqr.R index 4e0360df..c36f621f 100644 --- a/R/pqr.R +++ b/R/pqr.R @@ -42,7 +42,7 @@ NULL args <- c(q, list(...)) if (any(vapply(args, length, 1L) != 1L)) { - stop() + err("`q` and the distribution parameters must each be length 1.") } if (is.nan(q)) { return(NaN) @@ -104,7 +104,7 @@ pdist <- function( args <- c(p, list(...)) if (any(vapply(args, length, 1L) != 1L)) { - stop() + err("`p` and the distribution parameters must each be length 1.") } if (is.nan(p)) { return(NaN) diff --git a/R/predict.R b/R/predict.R index 1e11c2b4..8a413ba2 100644 --- a/R/predict.R +++ b/R/predict.R @@ -49,22 +49,7 @@ predict.fitdists <- function( ) { chk_unused(...) - if (lifecycle::is_present(percent)) { - lifecycle::deprecate_soft( - "2.0.0", - "ssd_hc(percent)", - "ssd_hc(proportion)", - id = "hc" - ) - chk_vector(percent) - chk_numeric(percent) - chk_range(percent, c(0, 100)) - proportion <- percent / 100 - } - - chk_vector(proportion) - chk_numeric(proportion) - chk_range(proportion) + proportion <- .hc_proportion(percent, proportion) ssd_hc( object, @@ -108,22 +93,7 @@ predict.fitburrlioz <- function( ) { chk_unused(...) - if (lifecycle::is_present(percent)) { - lifecycle::deprecate_soft( - "2.0.0", - "ssd_hc(percent)", - "ssd_hc(proportion)", - id = "hc" - ) - chk_vector(percent) - chk_numeric(percent) - chk_range(percent, c(0, 100)) - proportion <- percent / 100 - } - - chk_vector(proportion) - chk_numeric(proportion) - chk_range(proportion) + proportion <- .hc_proportion(percent, proportion) ssd_hc( object, diff --git a/R/ssd-plot.R b/R/ssd-plot.R index 3ee4c702..63893cf2 100644 --- a/R/ssd-plot.R +++ b/R/ssd-plot.R @@ -155,10 +155,12 @@ ssd_plot <- function( if (!is.null(hc)) { chk_vector(hc) + chk_numeric(hc) chk_gt(length(hc)) chk_subset(hc, pred$proportion) } chk_string(big.mark) + chk_string(decimal.mark) chk_string(suffix) .chk_bounds(bounds) chk_subset(trans, c("log10", "log", "identity")) From 39425f5325b9217debf92789389e4e06db1d5500 Mon Sep 17 00:00:00 2001 From: Joe Thorley Date: Sun, 7 Jun 2026 13:02:57 -0700 Subject: [PATCH 09/21] Remove dead parameters and tidy minor cleanups None of these change behaviour; they remove unused arguments and dead or fragile code flagged in the code review. - no_hcp(): drop the unused `hc` parameter (both call sites pass none). - bburrIII3()/blnorm_lnorm()/bllogis_llogis(): drop the unused leading `x` parameter. These are dispatched by bdist() via named arguments (data, min_pmix, range_shape1, range_shape2), so `x` was never filled. - sample_parametric(): drop the self-referential `args = args`, `weighted = weighted`, `censoring = censoring` default bindings; the sole caller (generate_data) always supplies them. - clean_hcp(): guard the min_pboot mask with !is.na(pboot), matching replace_min_pboot_na(); identical when pboot has no NA, NA-safe when it does (previously any(NA < min_pboot) could error the if()). - hcp_combine_samples(): drop the redundant nboot1 alias (nboot is a function argument, not a column, so it resolves directly like the sibling weight/geometric arguments in the same call). - hcp_noci(): remove a trailing comma in the tibble() call. Co-Authored-By: Claude Opus 4.8 --- R/boot.R | 7 +------ R/burrrIII3.R | 2 +- R/hcp-average.R | 2 +- R/hcp-samples.R | 3 +-- R/hcp.R | 6 +++--- R/llogis-llogis.R | 2 +- R/lnorm-lnorm.R | 2 +- 7 files changed, 9 insertions(+), 15 deletions(-) diff --git a/R/boot.R b/R/boot.R index 9e9545bf..48b4ba4d 100644 --- a/R/boot.R +++ b/R/boot.R @@ -30,12 +30,7 @@ sample_nonparametric <- function(data) { data[sample(nrow(data), replace = TRUE), ] } -sample_parametric <- function( - dist, - args = args, - weighted = weighted, - censoring = censoring -) { +sample_parametric <- function(dist, args, weighted, censoring) { what <- paste0("ssd_r", dist) args$chk <- FALSE sample <- do.call(what, args) diff --git a/R/burrrIII3.R b/R/burrrIII3.R index 7f9a6e22..5330321d 100644 --- a/R/burrrIII3.R +++ b/R/burrrIII3.R @@ -98,7 +98,7 @@ sburrIII3 <- function(data, pars = NULL) { list(log_scale = 0, log_shape1 = 0, log_shape2 = 0) } -bburrIII3 <- function(x, range_shape1, range_shape2, ...) { +bburrIII3 <- function(range_shape1, range_shape2, ...) { log_range_shape1 <- log(range_shape1) log_range_shape2 <- log(range_shape2) list( diff --git a/R/hcp-average.R b/R/hcp-average.R index 98c781a8..63870d11 100644 --- a/R/hcp-average.R +++ b/R/hcp-average.R @@ -25,7 +25,7 @@ hcp_noci <- function(value, est_method, ci_method, ...) { tibble( value = value, est_method = est_method, - ci_method = ci_method, + ci_method = ci_method ) } diff --git a/R/hcp-samples.R b/R/hcp-samples.R index f0834a2e..f651a85a 100644 --- a/R/hcp-samples.R +++ b/R/hcp-samples.R @@ -55,7 +55,6 @@ combine_samples <- function(samples, weight, nboot, geometric) { hcp_combine_samples <- function(hcp, weight, ci_method, level, nboot) { geometric <- ci_method == "geometric_samples" - nboot1 <- nboot hcp <- hcp |> dplyr::bind_rows() |> dplyr::group_by(.data$value) |> @@ -63,7 +62,7 @@ hcp_combine_samples <- function(hcp, weight, ci_method, level, nboot) { samples = list(combine_samples( .data$samples, weight, - nboot = nboot1, + nboot = nboot, geometric = geometric )) ) |> diff --git a/R/hcp.R b/R/hcp.R index 87942d0a..e681a0e1 100644 --- a/R/hcp.R +++ b/R/hcp.R @@ -29,7 +29,7 @@ hcp_unscale <- function(hcp, rescale) { } ## no_hcp is returned without tidying so must be complete -no_hcp <- function(hc) { +no_hcp <- function() { tibble( dist = character(0), value = numeric(0), @@ -74,8 +74,8 @@ clean_hcp <- function( hcp$pboot <- 1 } - if (any(hcp$pboot < min_pboot)) { - fail <- hcp$pboot < min_pboot + fail <- !is.na(hcp$pboot) & hcp$pboot < min_pboot + if (any(fail)) { hcp$lcl[fail] <- NA_real_ hcp$ucl[fail] <- NA_real_ hcp$se[fail] <- NA_real_ diff --git a/R/llogis-llogis.R b/R/llogis-llogis.R index e070cd79..f3035179 100644 --- a/R/llogis-llogis.R +++ b/R/llogis-llogis.R @@ -137,7 +137,7 @@ sllogis_llogis <- function(data, pars = NULL) { c(s1, s2, pmix) } -bllogis_llogis <- function(x, min_pmix, ...) { +bllogis_llogis <- function(min_pmix, ...) { list( lower = list( locationlog1 = -Inf, diff --git a/R/lnorm-lnorm.R b/R/lnorm-lnorm.R index 557b0e92..b9e8ea3e 100644 --- a/R/lnorm-lnorm.R +++ b/R/lnorm-lnorm.R @@ -135,7 +135,7 @@ slnorm_lnorm <- function(data, pars = NULL) { c(s1, s2, pmix) } -blnorm_lnorm <- function(x, min_pmix, ...) { +blnorm_lnorm <- function(min_pmix, ...) { list( lower = list( meanlog1 = -Inf, From 62233ace64217a42cd4b65ecfb5793657ffb0376 Mon Sep 17 00:00:00 2001 From: Joe Thorley Date: Sun, 7 Jun 2026 13:28:21 -0700 Subject: [PATCH 10/21] Use .env$nboot in hcp_combine_samples to avoid data-mask column The previous commit replaced the nboot1 alias with a bare nboot inside dplyr::summarise(), but the bound hcp tibble has an nboot column, so the bare reference resolved to that column vector rather than the scalar function argument, breaking combine_samples()/rep(). Reference the argument explicitly via .env$nboot (the original nboot1 alias existed to dodge exactly this data-mask shadowing). Co-Authored-By: Claude Opus 4.8 --- R/hcp-samples.R | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/R/hcp-samples.R b/R/hcp-samples.R index f651a85a..d1dd2d64 100644 --- a/R/hcp-samples.R +++ b/R/hcp-samples.R @@ -62,7 +62,7 @@ hcp_combine_samples <- function(hcp, weight, ci_method, level, nboot) { samples = list(combine_samples( .data$samples, weight, - nboot = nboot, + nboot = .env$nboot, geometric = geometric )) ) |> From 20e7da63a16d7b759884e5f3332db3387e0e6883 Mon Sep 17 00:00:00 2001 From: Joe Thorley Date: Sun, 7 Jun 2026 13:37:02 -0700 Subject: [PATCH 11/21] Update weighted-fit snapshots for corrected starting values The mean_weighted_values() fix means weighted fits now derive starting values from properly weighted data, which shifts the converged estimates at the 6th significant figure (e.g. 0.546531 -> 0.546532 in hcallw10, meanlog 0.6239 -> 0.623898 in the print snapshot). Regenerated the two affected snapshots; no other snapshots changed. Co-Authored-By: Claude Opus 4.8 --- tests/testthat/_snaps/print.md | 2 +- tests/testthat/_snaps/weighted/hcallw10.csv | 2 +- 2 files changed, 2 insertions(+), 2 deletions(-) diff --git a/tests/testthat/_snaps/print.md b/tests/testthat/_snaps/print.md index 1443bff7..2fa67708 100644 --- a/tests/testthat/_snaps/print.md +++ b/tests/testthat/_snaps/print.md @@ -16,7 +16,7 @@ # summary fitdists with left censored, rescaled, weighted data Distribution 'lnorm' - meanlog 0.6239 + meanlog 0.623898 sdlog 1.31089 Parameters estimated from 28 rows of inconsistently censored, unequally weighted and rescaled (8.408) data. diff --git a/tests/testthat/_snaps/weighted/hcallw10.csv b/tests/testthat/_snaps/weighted/hcallw10.csv index 3a6e5a1b..0fbd0ed3 100644 --- a/tests/testthat/_snaps/weighted/hcallw10.csv +++ b/tests/testthat/_snaps/weighted/hcallw10.csv @@ -1,2 +1,2 @@ dist,proportion,est,se,lcl,ucl,wt,level,est_method,ci_method,boot_method,nboot,pboot,dists,samples -lnorm,0.05,0.546531,NA,NA,NA,1,0.95,cdf,percentile,parametric,0,1,lnorm,numeric(0) +lnorm,0.05,0.546532,NA,NA,NA,1,0.95,cdf,percentile,parametric,0,1,lnorm,numeric(0) From 739052c05392c3e1776c78078ea830f336946c46 Mon Sep 17 00:00:00 2001 From: Joe Thorley Date: Sun, 7 Jun 2026 14:43:14 -0700 Subject: [PATCH 12/21] update pngs --- tests/testthat/_snaps/autoplot/autoplot.png | Bin 28538 -> 28540 bytes .../_snaps/autoplot/autoplot_bigmark.png | Bin 21416 -> 21412 bytes .../_snaps/autoplot/autoplot_decimalmark.png | Bin 21361 -> 21360 bytes .../testthat/_snaps/autoplot/autoplot_new.png | Bin 27852 -> 27855 bytes .../_snaps/autoplot/autoplot_rescale.png | Bin 27851 -> 27855 bytes tests/testthat/_snaps/autoplot/suffix.png | Bin 21521 -> 21513 bytes .../_snaps/ggplot/geom_hcintersect.png | Bin 12885 -> 12887 bytes .../_snaps/ggplot/geom_hcintersect_aes.png | Bin 12435 -> 12437 bytes .../testthat/_snaps/ggplot/geom_ssdpoint.png | Bin 15272 -> 15272 bytes .../_snaps/ggplot/geom_ssdsegment.png | Bin 13022 -> 13023 bytes .../_snaps/ggplot/geom_ssdsegment_arrow.png | Bin 22250 -> 22247 bytes .../_snaps/ggplot/geom_ssdsegment_nodata.png | Bin 7129 -> 7128 bytes tests/testthat/_snaps/match-moments/cdf.png | Bin 39170 -> 39151 bytes tests/testthat/_snaps/plot-cdf/fits.png | Bin 32486 -> 32491 bytes .../testthat/_snaps/plot-cdf/fits_average.png | Bin 20636 -> 20640 bytes .../plot-cdf/fits_average_est_method.png | Bin 20885 -> 20874 bytes .../_snaps/plot-cdf/fits_average_na.png | Bin 33431 -> 33436 bytes .../testthat/_snaps/plot-cdf/fits_bigmark.png | Bin 32846 -> 32850 bytes .../_snaps/plot-cdf/fits_decimalmark.png | Bin 32497 -> 32504 bytes .../testthat/_snaps/plot-cdf/fits_rescale.png | Bin 32449 -> 32455 bytes tests/testthat/_snaps/plot-cdf/list.png | Bin 24500 -> 24504 bytes tests/testthat/_snaps/plot-cdf/suffix.png | Bin 32143 -> 32140 bytes .../_snaps/plot-data/big_mark_comma.png | Bin 17143 -> 17150 bytes .../_snaps/plot-data/big_mark_space.png | Bin 17111 -> 17116 bytes .../testthat/_snaps/plot-data/ccme_boron.png | Bin 16851 -> 16857 bytes .../testthat/_snaps/plot-data/ccme_boron2.png | Bin 38145 -> 38137 bytes .../_snaps/plot-data/decimal_mark_space.png | Bin 17148 -> 17148 bytes tests/testthat/_snaps/plot-data/suffix.png | Bin 17175 -> 17170 bytes .../_snaps/ssd-plot/boron_bigmark.png | Bin 24983 -> 24964 bytes .../testthat/_snaps/ssd-plot/boron_breaks.png | Bin 24165 -> 24146 bytes .../testthat/_snaps/ssd-plot/boron_color.png | Bin 27548 -> 27545 bytes .../_snaps/ssd-plot/boron_decimark.png | Bin 24729 -> 24730 bytes .../_snaps/ssd-plot/boron_decimark2.png | Bin 24824 -> 24808 bytes .../testthat/_snaps/ssd-plot/boron_hcdup.png | Bin 24576 -> 24561 bytes .../_snaps/ssd-plot/boron_labelsize.png | Bin 24826 -> 24810 bytes .../testthat/_snaps/ssd-plot/boron_limits.png | Bin 23792 -> 23779 bytes tests/testthat/_snaps/ssd-plot/boron_nohc.png | Bin 23892 -> 23891 bytes tests/testthat/_snaps/ssd-plot/boron_pred.png | Bin 24826 -> 24810 bytes .../_snaps/ssd-plot/boron_pred_label.png | Bin 42624 -> 42602 bytes .../_snaps/ssd-plot/boron_pred_shift_x.png | Bin 42313 -> 42311 bytes .../testthat/_snaps/ssd-plot/boron_shape.png | Bin 25827 -> 25822 bytes .../_snaps/ssd-plot/boron_textsize.png | Bin 28678 -> 28679 bytes .../_snaps/ssd-plot/boron_themeclassic.png | Bin 23499 -> 23490 bytes .../_snaps/ssd-plot/missing_order.png | Bin 24045 -> 24032 bytes tests/testthat/_snaps/ssd-plot/no_ribbon.png | Bin 27728 -> 27721 bytes tests/testthat/_snaps/ssd-plot/ribbon.png | Bin 24826 -> 24810 bytes tests/testthat/_snaps/ssd-plot/suffix.png | Bin 25807 -> 25794 bytes 47 files changed, 0 insertions(+), 0 deletions(-) diff --git a/tests/testthat/_snaps/autoplot/autoplot.png b/tests/testthat/_snaps/autoplot/autoplot.png index 840c45dac91ca3f44d13d5a5201d4e15af45aa99..e6f9edda4591685c3b6c32467fd5bc7d6aa9d994 100644 GIT binary patch delta 17028 zcmZ8|WmFwaux&UwxLY7daCdjt;10oEgS#Hwf_s9yTY|f5&;$wY?(W>-d+)8c*5x12 zGdE~h&MYE=^V~E;< 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