Bayesian inference for psychology. Part I: theoretical advantages and practical ramifications. Psychon Bull Rev. 2018;25(1):35-57. Epub 2017/08/06Wagenmakers E-J, Love J, Marsman M, Jamil T, Ly A, Verhagen J, Selker R, Gronau QF, Dropmann D, Boutin B, et al. Bayesian inference ...
meaning that all inferential statements must be mutually consistent; in other words, Bayesian inference does not depend on the way aproblem is framed (de Finetti,1974; Lindley,1985,2006; Ramsey,1926). In Bayesian statistics, coherence is guaranteed by the laws of probability theory: “Coherence ...
Etz, A., and J. Vandekerckhove. 2018.Introduction to Bayesian inference for psychology.Psychonomic Bulletin & Review25:5–34. DOI:10.3758/s13423-017-1262-3 This paper provides a basic introduction to Bayesian inference, with a treatment of probability theory. This article is a good introducti...
Bayesian inference for psychology. Part II: Example applications with JASP. Psychon Bull Rev. 2018; 25(1):58–76. https://doi.org/10.3758/s13423-017-1323-7. Article Google Scholar Goss-Sampson MA. Statistical analysis in JASP 0.10.2: A guide for students; 2019. Navarro DJ, Foxcroft ...
In subject area:Psychology Bayesian analysis: phylogenetic inference that combines the prior probability of a phylogeny with the likelihood to produce a posterior probability distribution of trees. From:Trends in Ecology & Evolution,2008 Add to Mendeley ...
Bayesian Inference in Statistical Analysis Volume 47 (Box/Bayesian) || Front Matter GEP Box,GC Tiao 被引量: 0发表: 1992年 G.E.P. Box銉籊.C. Tiao, Bayesian Inference in Statistical Analysis Y Yoshizoe 被引量: 0发表: 1975年 Bayesian statistical inference in psychology: comment on Trafimow...
Since the mid-1950s, there has been a clear predominance of the Frequentist approach to hypothesis testing, both in psychology and in social sciences. Despite its popularity in the field of statistics, Bayesian inference is barely known and used in psychology. Frequentist inference, and its null...
Causal Learning and Inference as a Rational Process: The New Synthesis Over the past decade, an active line of research within the field of human causal learning and inference has converged on a general representational framew... KJ Holyoak,PW Cheng - 《Annual Review of Psychology》 被引量:...
Bayesian inference One of the oldest hypotheses in cognitive psychology is that controlled informa- tion integration1 is a serial, capacity- constrained process that is delimited by our working memory resources, and this seems to be the most uncontroversial aspect also of present-day ...
The authors argue that perception is Bayesian inference based on accumulation of noisy evidence and that, in masked priming, the perceptual system is trick... D Norris,S Kinoshita - 《Journal of Experimental Psychology General》 被引量: 255发表: 2008年 The perception of shading and reflectance ...