Book 54 of 2025 “Drive” by Daniel H. Pink. This book really made me think about my family, my staff, and my students, and how we can make changes to better serve them and their motivations to succeed. I think I’ve found my professional growth topic for this year! #BookSky #Motivation #typeI

To adjust, or not to adjust, for multiple comparisons Questions often arise concerning when, whether, and how we should adjust our interpretation of the results from multiple hypothesis tests. Strong arguments have been put forward in the epidemiological...

#statstab #377 To adjust, or not to adjust, for multiple comparisons

Thoughts: Not all-encompassing, but it does cover some relevant notions about multiplicity adjustments.

#FDR #FWER #typeI #error #bonferroni #bayesian #multiplecomparisons

www.jclinepi.com/article/S089...

Are Multiple Contrast Tests Superior to the ANOVA? Multiple contrast tests can be used to test arbitrary linear hypotheses by providing local and global test decisions as well as simultaneous confidence intervals. The ANOVA- F -test on the contrary ca...

#statstab #186 Are Multiple Contrast Tests Superior to the ANOVA?

Thoughts: Focuses more on the statistical aspects of the comparison than the theoretical ones. But insightful for newbies.

#nhst #anova #ttest #errorcontrol
#typeI #pvalues

www.degruyter.com/document/doi...

Optimal test procedures for multiple hypotheses controlling the familywise expected loss We consider the problem of testing multiple null hypotheses, where a decision to reject or retain must be made for each one and embedding incorrect decisions into a real-life context may inflict diff....

#statstab #127 Optimal test procedures for multiple hypotheses controlling the familywise expected loss

Thoughts: Can't wait to see papers defining their own loss functions to control error rates 🙄.

#errorcontrol #typeI #NHST #pvalues #stats

onlinelibrary.wiley.com/doi/10.1111/...

False Discovery Rate: Simple Definition, Adjusting for FDR False discovery rates explained simply. Definition, examples, complement (positive predictive value). FDR approach to control rates.

#statstab #58 False Discovery Rate (and more)

Thoughts: I can't vouch for the content's veracity (I've found errors on this site before), but it is a start to understanding false discovery in NHST.

#error #NHST #falsediscovery #typei #pvalues #stats

www.statisticshowto.com/false-discov...