bayes factors

Souvenir From the NISS Stat Debate for Users of Bayes Factors (& P-Values)

.

What would I say is the most important takeaway from last week’s NISS “statistics debate” if you’re using (or contemplating using) Bayes factors (BFs)–of the sort Jim Berger recommends–as replacements for P-values? It is that J. Berger only regards the BFs as appropriate when there’s grounds for a high concentration (or spike) of probability on a sharp null hypothesis,            e.g.,H0: θ = θ0.

Thus, it is crucial to distinguish between precise hypotheses that are just stated for convenience and have no special prior believability, and precise hypotheses which do correspond to a concentration of prior belief. (J. Berger and Delampady 1987, p. 330).

Continue reading

Categories: bayes factors, Berger, P-values, S. Senn | 4 Comments

My Responses (at the P-value debate)

.

How did I respond to those 7 burning questions at last week’s (“P-Value”) Statistics Debate? Here’s a fairly close transcript of my (a) general answer, and (b) final remark, for each question–without the in-between responses to Jim and David. The exception is question 5 on Bayes factors, which naturally included Jim in my general answer. 

The questions with the most important consequences, I think, are questions 3 and 5. I’ll explain why I say this in the comments. Please share your thoughts. Continue reading

Categories: bayes factors, P-values, Statistics, statistics debate NISS | 1 Comment

Live Exhibit: Bayes Factors & Those 6 ASA P-value Principles

.

Live Exhibit: So what happens if you replace “p-values” with “Bayes Factors” in the 6 principles from the 2016 American Statistical Association (ASA) Statement on P-values? (Remove “or statistical significance” in question 5.)

Does the one positive assertion hold? Are the 5 “don’ts” true? Continue reading

Categories: ASA Guide to P-values, bayes factors | 2 Comments

September 24: Bayes factors from all sides: who’s worried, who’s not, and why (R. Morey)

Information and directions for joining our forum are here.

Continue reading

Categories: Announcement, bayes factors, Error Statistics, Phil Stat Forum, Richard Morey | 1 Comment

Blog at WordPress.com.