A tutorial on testing hypotheses using the Bayes factor.

H Hoijtink, J Mulder, C Van Lissa, X Gu - Psychological methods, 2019 - psycnet.apa.org
Learning about hypothesis evaluation using the Bayes factor could enhance psychological
research. In contrast to null-hypothesis significance testing it renders the evidence in favor of …

Interaction effect: Are you doing the right thing?

S Garofalo, S Giovagnoli, M Orsoni, F Starita… - PLoS …, 2022 - journals.plos.org
How to correctly interpret interaction effects has been largely discussed in scientific
literature. Nevertheless, misinterpretations are still frequently observed, and neuroscience is …

Bayesian inference for psychology. Part I: Theoretical advantages and practical ramifications

EJ Wagenmakers, M Marsman, T Jamil, A Ly… - Psychonomic bulletin & …, 2018 - Springer
Bayesian parameter estimation and Bayesian hypothesis testing present attractive
alternatives to classical inference using confidence intervals and p values. In part I of this …

Sequential hypothesis testing with Bayes factors: Efficiently testing mean differences.

FD Schönbrodt, EJ Wagenmakers… - Psychological …, 2017 - psycnet.apa.org
Unplanned optional stop** rules have been criticized for inflating Type I error rates under
the null hypothesis significance testing (NHST) paradigm. Despite these criticisms, this …

Bayesian benefits with JASP

M Marsman, EJ Wagenmakers - European Journal of …, 2017 - Taylor & Francis
We illustrate the Bayesian approach to data analysis using the newly developed statistical
software program JASP. With JASP, researchers are able to take advantage of the benefits …

How Bayes factors change scientific practice

Z Dienes - Journal of Mathematical Psychology, 2016 - Elsevier
Bayes factors provide a symmetrical measure of evidence for one model versus another (eg
H1 versus H0) in order to relate theory to data. These properties help solve some (but not …

An introduction to Bayesian hypothesis testing for management research

S Andraszewicz, B Scheibehenne… - Journal of …, 2015 - journals.sagepub.com
In management research, empirical data are often analyzed using p-value null hypothesis
significance testing (pNHST). Here we outline the conceptual and practical advantages of an …

[КНИГА][B] Small sample size solutions: A guide for applied researchers and practitioners

R Van de Schoot, M Miocević - 2020 - library.oapen.org
Researchers often have difficulties collecting enough data to test their hypotheses, either
because target groups are small or hard to access, or because data collection entails …

There's more than one way to conduct a replication study: Beyond statistical significance.

SF Anderson, SE Maxwell - Psychological methods, 2016 - psycnet.apa.org
As the field of psychology struggles to trust published findings, replication research has
begun to become more of a priority to both scientists and journals. With this increasing …

Incidental vocabulary learning in SLA: Effects of frequency, aural enhancement, and working memory

J Malone - Studies in Second Language Acquisition, 2018 - cambridge.org
This study explored the roles of exposure frequency, aural enhancement (AE) of input, and
individual differences in working memory (WM) during L2 incidental vocabulary learning …