Latent variables and the network perspective

被引：6
|
作者：
Belzung, Catherine [1 ,2 ]
de Villemeur, Etienne Billette [3 ]
Lemoine, Mael [1 ]
Camus, Vincent [1 ,2 ,4 ]
机构：
[1] Univ Tours, Fac Sci & Tech, F-37200 Tours, France
[2] CNRS, INSERM 930, ERL 3106, F-37200 Tours, France
[3] Toulouse Sch Econ IDEI & GREMAQ, F-31000 Tours, France
[4] CHRU, Clin Psychiat Univ, F-37200 Tours, France
来源：
BEHAVIORAL AND BRAIN SCIENCES | 2010年 / 33卷 / 2-3期
关键词：
D O I：
10.1017/S0140525X10000580
中图分类号：
B84 [心理学];
学科分类号：
04 ; 0402 ;
摘要：
We discuss the latent variables construct, particularly in regard to the following: that latent variables are considered as the sole explanatory factor of a disorder; that pragmatic concerns are ignored; and that the relationship of these variables to biological markers is not addressed. Further, we comment on the relationship between bridge symptoms and causality, and discuss the proposal in relationship to other constructs (endophenotypes, connectionist-inspired networks).
引用
收藏
页码：150 / +
页数：11
相关论文
共 50 条
  • [1] A review of dynamic network models with latent variables
    Kim, Bomin
    Lee, Kevin H.
    Xue, Lingzhou
    Niu, Xiaoyue
    STATISTICS SURVEYS, 2018, 12 : 105 - 135
  • [2] Latent class instrumental variables: a clinical and biostatistical perspective
    Baker, Stuart G.
    Kramer, Barnett S.
    Lindeman, Karen S.
    STATISTICS IN MEDICINE, 2016, 35 (01) : 147 - 160
  • [3] Credit Quality Evaluation on a Dynamic Network with Latent Variables
    Sewe S.
    Ngare P.
    Weke P.
    SN Computer Science, 4 (6)
  • [4] Finding Community Structure in Complex Network Based on Latent Variables
    Li Lin
    Lu Songnian
    Li Shenghong
    Xia Zhengmin
    2012 7TH INTERNATIONAL ICST CONFERENCE ON COMMUNICATIONS AND NETWORKING IN CHINA (CHINACOM), 2012, : 239 - 244
  • [5] Learning a Bayesian network with multiple latent variables for implicit relation representation
    Wu, Xinran
    Yue, Kun
    Duan, Liang
    Fu, Xiaodong
    DATA MINING AND KNOWLEDGE DISCOVERY, 2024, 38 (04) : 1634 - 1669
  • [6] Hybrid Bayesian network discovery with latent variables by scoring multiple interventions
    Kiattikun Chobtham
    Anthony C. Constantinou
    Neville K. Kitson
    Data Mining and Knowledge Discovery, 2023, 37 : 476 - 520
  • [7] Bayesian network structure learning with causal effects in the presence of latent variables
    Chobtham, Kiattikun
    Constantinou, Anthony C.
    INTERNATIONAL CONFERENCE ON PROBABILISTIC GRAPHICAL MODELS, VOL 138, 2020, 138 : 101 - 112
  • [8] Hybrid Bayesian network discovery with latent variables by scoring multiple interventions
    Chobtham, Kiattikun
    Constantinou, Anthony C.
    Kitson, Neville K.
    DATA MINING AND KNOWLEDGE DISCOVERY, 2023, 37 (01) : 476 - 520
  • [9] Symptoms as latent variables
    McFarland, Dennis J.
    Malta, Loretta S.
    BEHAVIORAL AND BRAIN SCIENCES, 2010, 33 (2-3) : 165 - +
  • [10] Causal Inference in Longitudinal Studies Using Causal Bayesian Network with Latent Variables
    Phat Huynh
    Irish, Leah
    Yadav, Om Prakash
    Setty, Arveity
    Le, Trung Tim Q.
    2022 68TH ANNUAL RELIABILITY AND MAINTAINABILITY SYMPOSIUM (RAMS 2022), 2022,
12345