Bayesian benefits with JASP

被引:195
|
作者
Marsman, Maarten [1 ]
Wagenmakers, Eric-Jan [1 ]
机构
[1] Univ Amsterdam, Dept Psychol, Amsterdam, Netherlands
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
收藏
页码:545 / 555
页数:11
相关论文
共 50 条
  • [21] Benefits of a Juvenile Arthritis Support Program (JASP-1) for children recently diagnosed with Juvenile Idiopathic Arthritis and their parents
    Mordrup, Karina
    Jungner, Johanna Granhagen
    Brostrom, Eva
    Palmblad, Karin
    Bartholdson, Cecilia
    BMC RHEUMATOLOGY, 2024, 8 (01)
  • [22] Adjusting for Publication Bias in JASP and R: Selection Models, PET-PEESE, and Robust Bayesian Meta-Analysis
    Bartos, Frantisek
    Maier, Maximilian
    Quintana, Daniel S.
    Wagenmakers, Eric-Jan
    ADVANCES IN METHODS AND PRACTICES IN PSYCHOLOGICAL SCIENCE, 2022, 5 (03)
  • [23] Bayesian alternatives for common null-hypothesis significance tests in psychiatry: a non-technical guide using JASP
    Daniel S. Quintana
    Donald R. Williams
    BMC Psychiatry, 18
  • [24] Bayesian alternatives for common null-hypothesis significance tests in psychiatry: a non-technical guide using JASP
    Quintana, Daniel S.
    Williams, Donald R.
    BMC PSYCHIATRY, 2018, 18
  • [25] Parallel computing in the statistical system Jasp
    Yamamoto, Yoshikazu
    Nakano, Junji
    Fujiwara, Takeshi
    COMPUTATIONAL STATISTICS, 2010, 25 (02) : 291 - 298
  • [26] Parallel computing in the statistical system Jasp
    Yoshikazu Yamamoto
    Junji Nakano
    Takeshi Fujiwara
    Computational Statistics, 2010, 25 : 291 - 298
  • [27] Benefits of Nuclear Twin Family Models for Estimating Heritability: An Investigation of 93 Personality-Relevant Constructs Using JASP
    Instinske, Jana
    Kandler, Christian
    BEHAVIOR GENETICS, 2024, 54 (06) : 497 - 497
  • [28] 电源规划JASP的改进算法
    陈皓勇
    王锡凡
    电力系统自动化, 2000, (11) : 22 - 25+44
  • [29] Benefits of a Bayesian Approach to Anomaly and Failure Investigations
    Bjorndahl, William D.
    2009 IEEE AEROSPACE CONFERENCE, VOLS 1-7, 2009, : 2134 - 2142
  • [30] Noise Benefits in Combined Nonlinear Bayesian Estimators
    Duan, Fabing
    Pan, Yan
    Chapeau-Blondeau, Francois
    Abbott, Derek
    IEEE TRANSACTIONS ON SIGNAL PROCESSING, 2019, 67 (17) : 4611 - 4623