Moderated Network Models
暂无分享,去创建一个
[1] Amanda J. Fairchild,et al. Evaluating mediation and moderation effects in school psychology: a presentation of methods and review of current practice. , 2010, Journal of school psychology.
[2] G. Casella,et al. Explaining the Gibbs Sampler , 1992 .
[3] Larry E. Toothaker,et al. Multiple Regression: Testing and Interpreting Interactions , 1991 .
[4] G. Schwarz. Estimating the Dimension of a Model , 1978 .
[5] Sara van de Geer,et al. Statistics for High-Dimensional Data , 2011 .
[6] Yiqing Xu,et al. How Much Should We Trust Estimates from Multiplicative Interaction Models? Simple Tools to Improve Empirical Practice , 2016, Political Analysis.
[7] Pradeep Ravikumar,et al. Mixed Graphical Models via Exponential Families , 2014, AISTATS.
[8] Michael C. Frank,et al. Estimating the reproducibility of psychological science , 2015, Science.
[9] Verena D. Schmittmann,et al. Qgraph: Network visualizations of relationships in psychometric data , 2012 .
[10] David Afshartous,et al. Key Results of Interaction Models with Centering , 2011 .
[11] David P MacKinnon,et al. How and for whom? Mediation and moderation in health psychology. , 2008, Health psychology : official journal of the Division of Health Psychology, American Psychological Association.
[12] R. Tibshirani,et al. Sparse inverse covariance estimation with the graphical lasso. , 2008, Biostatistics.
[13] Brian A. Nosek,et al. An Open, Large-Scale, Collaborative Effort to Estimate the Reproducibility of Psychological Science , 2012, Perspectives on psychological science : a journal of the Association for Psychological Science.
[14] D. Borsboom,et al. Comparing network structures on three aspects: A permutation test , 2017 .
[15] Patrick Danaher,et al. The joint graphical lasso for inverse covariance estimation across multiple classes , 2011, Journal of the Royal Statistical Society. Series B, Statistical methodology.
[16] A. Agresti,et al. Categorical Data Analysis , 1991, International Encyclopedia of Statistical Science.
[17] Eiko I. Fried,et al. Replicability and generalizability of PTSD networks A cross-cultural multisite study of PTSD symptoms in four trauma patient samples , 2017 .
[18] G. Costantini,et al. Stability and variability of personality networks. A tutorial on recent developments in network psychometrics , 2017, Personality and Individual Differences.
[19] Sacha Epskamp,et al. The Gaussian Graphical Model in Cross-Sectional and Time-Series Data , 2016, Multivariate behavioral research.
[20] G. Ginsburg,et al. The path to personalized medicine. , 2002, Current opinion in chemical biology.
[21] Eiko I. Fried,et al. The centrality of DSM and non-DSM depressive symptoms in Han Chinese women with major depression. , 2018, Journal of affective disorders.
[22] Donald R. Williams,et al. Back to the basics: Rethinking partial correlation network methodology. , 2020, The British journal of mathematical and statistical psychology.
[23] Larry A. Wasserman,et al. The Nonparanormal: Semiparametric Estimation of High Dimensional Undirected Graphs , 2009, J. Mach. Learn. Res..
[24] R. Tibshirani,et al. A LASSO FOR HIERARCHICAL INTERACTIONS. , 2012, Annals of statistics.
[25] Lourens J. Waldorp,et al. mgm: Estimating Time-Varying Mixed Graphical Models in High-Dimensional Data , 2015, Journal of Statistical Software.
[26] Ali Shojaie,et al. Selection and estimation for mixed graphical models. , 2013, Biometrika.
[27] B. Tabachnick,et al. Using Multivariate Statistics , 1983 .
[28] N. Higham. Computing the nearest correlation matrix—a problem from finance , 2002 .
[29] D. Borsboom,et al. State of the aRt personality research: A tutorial on network analysis of personality data in R , 2015 .
[30] D. Borsboom. A network theory of mental disorders , 2017, World psychiatry : official journal of the World Psychiatric Association.
[31] Eric R. Ziegel,et al. Generalized Linear Models , 2002, Technometrics.
[32] N. Meinshausen,et al. High-dimensional graphs and variable selection with the Lasso , 2006, math/0608017.
[33] S. Epskamp. Brief Report on Estimating Regularized Gaussian Networks from Continuous and Ordinal Data , 2016, 1606.05771.
[34] Sara van de Geer,et al. Statistics for High-Dimensional Data: Methods, Theory and Applications , 2011 .
[35] D. Sloane,et al. An Introduction to Categorical Data Analysis , 1996 .
[36] Denny Borsboom,et al. Toward a formalized account of attitudes: The Causal Attitude Network (CAN) model. , 2016, Psychological review.
[37] Jonas M. B. Haslbeck,et al. How predictable are symptoms in psychopathological networks? A reanalysis of 18 published datasets , 2017, Psychological Medicine.
[38] Nir Friedman,et al. Probabilistic Graphical Models - Principles and Techniques , 2009 .
[39] Rina Foygel,et al. Extended Bayesian Information Criteria for Gaussian Graphical Models , 2010, NIPS.
[40] Michael I. Jordan,et al. Graphical Models, Exponential Families, and Variational Inference , 2008, Found. Trends Mach. Learn..