Bayesian benefits with JASP

被引：206

作者：

Marsman, Maarten ^{[1
]}

Wagenmakers, Eric-Jan ^{[1
]}

机构：

[1] Univ Amsterdam, Dept Psychol, Amsterdam, Netherlands

来源：

EUROPEAN JOURNAL OF DEVELOPMENTAL PSYCHOLOGY | 2017年 / 14卷 / 05期

基金：

欧洲研究理事会;

关键词：

Correlation test; credible interval; Bayes factor; JASP; QUALITY-OF-LIFE; PEDSQL(TM)-4.0; CONFIDENCE; CHILDREN; RAZOR;

D O I：

10.1080/17405629.2016.1259614

中图分类号：

B844 [发展心理学（人类心理学）];

学科分类号：

040202 ;

摘要：

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 that the Bayesian framework has to offer in terms of parameter estimation and hypothesis testing. The Bayesian advantages are discussed using real data on the relation between Quality of Life and Executive Functioning in children with Autism Spectrum Disorder.

引用

页码：545 / 555

页数：11

共 45 条

[1]

[Anonymous], 1961, J AM STAT ASSOC, DOI DOI 10.2307/2282344

[2]

[Anonymous], PSYCHOL MET IN PRESS

[3]

[Anonymous], 2015, Bayesian methods: A social and behavioral sciences approach

[4]

[Anonymous], 1988, Statistical Decision Theory and Related Topics IV, DOI DOI 10.1007/978-1-4613-8768-8

[5]

[Anonymous], BRIEF EXECUTIVE FUNC

[6] SEQUENTIAL MEDICAL TRIALS [J].

ANSCOMBE, FJ .

JOURNAL OF THE AMERICAN STATISTICAL ASSOCIATION, 1963, 58 (302) :365-&

[7] REPEATED SIGNIFICANCE TESTS ON ACCUMULATING DATA [J].

ARMITAGE, P ;

MCPHERSO.CK ;

ROWE, BC .

JOURNAL OF THE ROYAL STATISTICAL SOCIETY SERIES A-GENERAL, 1969, 132 :235-&

[8] Measuring quality of life in children referred for psychiatric problems:: Psychometric properties of the PedsQL™ 4.0 generic core scales [J].

Bastiaansen, D ;

Koot, HM ;

Bongers, IL ;

Varni, JW ;

Verhulst, FC .

QUALITY OF LIFE RESEARCH, 2004, 13 (02) :489-495

[9] CRITERIA FOR BAYESIAN MODEL CHOICE WITH APPLICATION TO VARIABLE SELECTION [J].

Bayarri, M. J. ;

Berger, J. O. ;

Forte, A. ;

Garcia-Donato, G. .

ANNALS OF STATISTICS, 2012, 40 (03) :1550-1577

[10]

Berger J., 1988, Lecture Notes-Monograph Series

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