تقرير
p-value peeking and estimating extrema
| العنوان: | p-value peeking and estimating extrema |
|---|---|
| المؤلفون: | Balsubramani, Akshay |
| سنة النشر: | 2020 |
| المجموعة: | Mathematics Statistics |
| مصطلحات موضوعية: | Mathematics - Statistics Theory, Statistics - Methodology, Statistics - Machine Learning |
| الوصف: | A pervasive issue in statistical hypothesis testing is that the reported $p$-values are biased downward by data "peeking" -- the practice of reporting only progressively extreme values of the test statistic as more data samples are collected. We develop principled mechanisms to estimate such running extrema of test statistics, which directly address the effect of peeking in some general scenarios. |
| نوع الوثيقة: | Working Paper |
| URL الوصول: | http://arxiv.org/abs/2011.01343 |
| رقم الأكسشن: | edsarx.2011.01343 |
| قاعدة البيانات: | arXiv |
| الوصف غير متاح. |