[HTML][HTML] Bayesian data analysis for newcomers
JK Kruschke, TM Liddell - Psychonomic bulletin & review, 2018 - Springer
This article explains the foundational concepts of Bayesian data analysis using virtually no
mathematical notation. Bayesian ideas already match your intuitions from everyday …
mathematical notation. Bayesian ideas already match your intuitions from everyday …
[HTML][HTML] Using Bayes to get the most out of non-significant results
Z Dienes - Frontiers in psychology, 2014 - frontiersin.org
No scientific conclusion follows automatically from a statistically non-significant result, yet
people routinely use non-significant results to guide conclusions about the status of theories …
people routinely use non-significant results to guide conclusions about the status of theories …
Sequential hypothesis testing with Bayes factors: Efficiently testing mean differences.
FD Schönbrodt, EJ Wagenmakers… - Psychological …, 2017 - psycnet.apa.org
Unplanned optional stopping rules have been criticized for inflating Type I error rates under
the null hypothesis significance testing (NHST) paradigm. Despite these criticisms, this …
the null hypothesis significance testing (NHST) paradigm. Despite these criticisms, this …
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 …
H1 versus H0) in order to relate theory to data. These properties help solve some (but not …
[HTML][HTML] Optional stopping: No problem for Bayesians
JN Rouder - Psychonomic bulletin & review, 2014 - Springer
Optional stopping refers to the practice of peeking at data and then, based on the results,
deciding whether or not to continue an experiment. In the context of ordinary significance …
deciding whether or not to continue an experiment. In the context of ordinary significance …
[HTML][HTML] The philosophy of Bayes factors and the quantification of statistical evidence
A core aspect of science is using data to assess the degree to which data provide evidence
for competing claims, hypotheses, or theories. Evidence is by definition something that …
for competing claims, hypotheses, or theories. Evidence is by definition something that …
[HTML][HTML] Why optional stopping can be a problem for Bayesians
R De Heide, PD Grünwald - Psychonomic Bulletin & Review, 2021 - Springer
Recently, optional stopping has been a subject of debate in the Bayesian psychology
community. Rouder (Psychonomic Bulletin & Review 21 (2), 301–308, 2014) argues that …
community. Rouder (Psychonomic Bulletin & Review 21 (2), 301–308, 2014) argues that …
Learning from testimony on quantitative research in management
Published testimony in management, as in other sciences, includes cases where authors
have overstated the inferential value of their analysis. Where some scholars have diagnosed …
have overstated the inferential value of their analysis. Where some scholars have diagnosed …
Replication in psychological science
DS Lindsay - Psychological Science, 2015 - journals.sagepub.com
1828 Lindsay surprising result, and (c) ap value only slightly less than. 05. 2 In my view,
Psychological Science should not publish any single-experiment report with these three …
Psychological Science should not publish any single-experiment report with these three …
Statistical treatment of looking-time data.
Looking times (LTs) are frequently measured in empirical research on infant cognition. We
analyzed the statistical distribution of LTs across participants to develop recommendations …
analyzed the statistical distribution of LTs across participants to develop recommendations …