P-values Broke Scientific Statistics—Can We Fix Them?

P-values Broke Scientific Statistics—Can We Fix Them?

Assessment

Interactive Video

Science, Information Technology (IT), Architecture

11th Grade - University

Hard

Created by

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The video discusses a stunt involving a dead fish in an MRI to highlight issues with P values in scientific research. It explains the origin and misuse of P values, using Fisher's tea experiment as an example. The video critiques the arbitrary nature of P values and explores alternatives like Bayesian statistics. It also addresses problems like P hacking and suggests separating study publishability from results to improve research integrity.

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3 questions

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1.

OPEN ENDED QUESTION

3 mins • 1 pt

What are some criticisms of the P value threshold of .05?

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2.

OPEN ENDED QUESTION

3 mins • 1 pt

How do multiple comparisons affect the interpretation of statistical results?

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3.

OPEN ENDED QUESTION

3 mins • 1 pt

What is Bayesian statistics, and how does it differ from traditional P value analysis?

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