Sample size justification

D Lakens - Collabra: psychology, 2022 - online.ucpress.edu
An important step when designing an empirical study is to justify the sample size that will be
collected. The key aim of a sample size justification for such studies is to explain how the …

In defense of P values

PA Murtaugh - Ecology, 2014 - Wiley Online Library
Statistical hypothesis testing has been widely criticized by ecologists in recent years. I
review some of the more persistent criticisms of P values and argue that most stem from …

When to adjust alpha during multiple testing: a consideration of disjunction, conjunction, and individual testing

M Rubin - Synthese, 2021 - Springer
Scientists often adjust their significance threshold (alpha level) during null hypothesis
significance testing in order to take into account multiple testing and multiple comparisons …

Effect of preemptive intervention on developmental outcomes among infants showing early signs of autism: A randomized clinical trial of outcomes to diagnosis

AJO Whitehouse, KJ Varcin, S Pillar… - JAMA …, 2021 - jamanetwork.com
Importance Intervention for individuals with autism spectrum disorder (ASD) typically
commences after diagnosis. No trial of an intervention administered to infants before …

Justify your alpha

D Lakens, FG Adolfi, CJ Albers, F Anvari… - Nature human …, 2018 - nature.com
Justify your alpha | Nature Human Behaviour Skip to main content Thank you for visiting
nature.com. You are using a browser version with limited support for CSS. To obtain the best …

Using the Student's t-test with extremely small sample sizes

JCF De Winter - Practical Assessment, Research, and …, 2019 - scholarworks.umass.edu
Researchers occasionally have to work with an extremely small sample size, defined herein
as N ≤ 5. Some methodologists have cautioned against using the t-test when the sample …

[图书][B] Principles and practice of structural equation modeling

RB Kline - 2023 - books.google.com
Significantly revised, the fifth edition of the most complete, accessible text now covers all
three approaches to structural equation modeling (SEM)--covariance-based SEM …

Justify your alpha: A primer on two practical approaches

M Maier, D Lakens - Advances in Methods and Practices in …, 2022 - journals.sagepub.com
The default use of an alpha level of. 05 is suboptimal for two reasons. First, decisions based
on data can be made more efficiently by choosing an alpha level that minimizes the …

The ironic effect of significant results on the credibility of multiple-study articles.

U Schimmack - Psychological methods, 2012 - psycnet.apa.org
Cohen (1962) pointed out the importance of statistical power for psychology as a science,
but statistical power of studies has not increased, while the number of studies in a single …

[图书][B] Becoming a behavioral science researcher: A guide to producing research that matters

RB Kline - 2008 - books.google.com
Page 1 BECOMING A BEHAVIORAL SCIENCE RESEARCHER A GUIDE TO PRODUCING
RESEARCH THAT MATTERS Rex B. Kline Page 2 Becoming a Behavioral Science …