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Update Meterstick demo notebook to include ci_method for Bootstrap. #273

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copybara-service merged 1 commit into from
Mar 26, 2026
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Update Meterstick demo notebook to include ci_method for Bootstrap. #273

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3 changes: 2 additions & 1 deletion meterstick_demo.ipynb
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Expand Up @@ -14798,7 +14798,8 @@
"###Bootstrap\n",
"The output is similar to Jackknife. The different args are\n",
" - unit: If None, we bootstrap on rows. Otherwise we do a [block bootstrap](https://en.wikipedia.org/wiki/Bootstrapping_(statistics)#Block_bootstrap). The unique values in unit column will be used as the resampling buckets.\n",
" - n_replicates: The number of resamples. Default to 10000, which is recommended in Tim Hesterberg's [What Teachers Should Know About the Bootstrap](https://amstat.tandfonline.com/doi/full/10.1080/00031305.2015.1089789). Here we use a smaller number for faster demonstration."
" - n_replicates: The number of resamples. Default to 10000, which is recommended in Tim Hesterberg's [What Teachers Should Know About the Bootstrap](https://amstat.tandfonline.com/doi/full/10.1080/00031305.2015.1089789). Here we use a smaller number for faster demonstration.\n",
" - ci_method: specifies the confidence interval method. Defaults to `'std'`, which computes bounds using standard error and normal approximation. If set to `'percentile'`, it computes the confidence interval using empirical percentiles from the bootstrap distribution. `confidence` must be provided when `ci_method` is set to `'percentile'`."
]
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