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Example of a p-value computation. The vertical coordinate is the probability density of each outcome, computed under the null hypothesis. The p-value is the area under the curve past the observed data point.

Statistician suggests raising statistical standards to reduce amount of non-reproducible studies

Ridding science of shoddy statistics will require scrutiny of every step, not merely the last one, say Jeffrey T. Leek and Roger D. Peng.

Scientific method: Statistical errors P values, the 'gold standard' of statistical validity, are not as reliable as many scientists assume.

Not Even a Little White Lie Kids Devotional and Activities

Scientific method: Statistical errors - P values, the 'gold standard' of statistical validity, are not as reliable as many scientists assume | Nature

What is a p-value anyway? 34 Stories to Help You Actually Understand Statistics by Andrew J. Vickers (Author). What a p-worth Anyway? Provides an enjoyable introduction to the fundamental rules of statistics, presenting the essential concepts in thirty-4 brief, pleasurable stories. Drawing on his expertise as a medical researcher, Vickers blends insightful explanations and humor, with minimal math, to help readers understand and interpret the statistics they read every day.

P-values have taken quite a beating lately. These widely used and commonly misapplied statistics have been blamed for giving a veneer of legitimacy to dodgy study results, encouraging bad research â€¦

How to Interpret Regression Analysis Results: P-values and Coefficients | Minitab