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Support variable sample sizes #10

@jchester

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@jchester

Currently the code assumes that sample sizes are fixed within a window. But many interesting time series have varying sample size (for example, the YJIT benchmarks). Montgomery discusses variable sample sizes several times, though not for all control charts.

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