Desequens: An R package for the variance decomposition of sequential processes

被引:0
|
作者
Sofie Frederickx
Peter Kuppens
Francis Tuerlinckx
Iven Van Mechelen
机构
[1] Universiteit Leuven,Department of Psychology, Katholieke
来源
Behavior Research Methods | 2009年 / 41卷
关键词
Eating Behavior; Sequential Process; Variance Decomposition; Hostile Attribution; Social Science Researcher;
D O I
暂无
中图分类号
学科分类号
摘要
Recently, Kuppens, Van Mechelen, and Rijmen (2008) developed a method that allows researchers to examine and disentangle the contributions of the different possible sources of variability in sequential processes that underlie psychological outcomes or behaviors. Although this method may prove valuable for many research domains in the social sciences, its use may be limited by its statistical complexity and the effort and programming skills required. We present an R package, called Desequens, intended to make this method easily accessible to social science researchers. The tool does not require any knowledge of R, so that R laymen can easily apply the method to their data as well. We demonstrate the use of Desequens by means of a didactic example.
引用
收藏
页码:524 / 530
页数:6
相关论文
共 50 条
  • [1] Desequens: An R package for the variance decomposition of sequential processes
    Frederickx, Sofie
    Kuppens, Peter
    Tuerlinckx, Francis
    Van Mechelen, Iven
    BEHAVIOR RESEARCH METHODS, 2009, 41 (02) : 524 - 530
  • [2] Variance Estimation Using Package vardpoor in R
    Breidaks, Juris
    ROMANIAN STATISTICAL REVIEW, 2015, (02) : 24 - 38
  • [3] Multivariate Normal Variance Mixtures in R: The R Package nvmix
    Hintz, Erik
    Hofert, Marius
    Lemieux, Christiane
    JOURNAL OF STATISTICAL SOFTWARE, 2022, 102 (02): : 1 - 31
  • [4] Decomposition of Variance for Spatial Cox Processes
    Jalilian, Abdollah
    Guan, Yongtao
    Waagepetersen, Rasmus
    SCANDINAVIAN JOURNAL OF STATISTICS, 2013, 40 (01) : 119 - 137
  • [5] hermiter: R package for sequential nonparametric estimation
    Stephanou, Michael
    Varughese, Melvin
    COMPUTATIONAL STATISTICS, 2024, 39 (03) : 1127 - 1163
  • [6] hermiter: R package for sequential nonparametric estimation
    Michael Stephanou
    Melvin Varughese
    Computational Statistics, 2024, 39 : 1127 - 1163
  • [7] fanplot: An R Package for Visualising Sequential Distributions
    Abel, Guy J.
    R JOURNAL, 2015, 7 (01): : 15 - 23
  • [8] seqtest: An R package for sequential triangular tests
    Yanagida T.
    Journal of Statistical Theory and Practice, 2017, 11 (3) : 402 - 406
  • [9] rCUR: an R package for CUR matrix decomposition
    András Bodor
    István Csabai
    Michael W Mahoney
    Norbert Solymosi
    BMC Bioinformatics, 13
  • [10] rCUR: an R package for CUR matrix decomposition
    Bodor, Andras
    Csabai, Istvan
    Mahoney, Michael W.
    Solymosi, Norbert
    BMC BIOINFORMATICS, 2012, 13