Bayesian hypothesis testing for Gaussian graphical models: Conditional independence and order constraints

On Nonregularized Estimation of Psychological Networks

(2019) Donald R. Williams et al.   MULTIVARIATE BEHAVIORAL RESEARCH

Quantifying the Reliability and Replicability of Psychopathology Network Characteristics

(2019) Miriam K. Forbes et al.   MULTIVARIATE BEHAVIORAL RESEARCH

Bridge Centrality: A Network Approach to Understanding Comorbidity

(2019) Payton J. Jones et al.   MULTIVARIATE BEHAVIORAL RESEARCH

Node centrality measures are a poor substitute for causal inference

(2019) Fabian Dablander et al.   Scientific Reports

Multinomial models with linear inequality constraints: Overview and improvements of computational methods for Bayesian inference

(2019) Daniel W. Heck et al.   JOURNAL OF MATHEMATICAL PSYCHOLOGY

On Penalty Parameter Selection for Estimating Network Models

(2019) Anna C. Wysocki et al.   MULTIVARIATE BEHAVIORAL RESEARCH

A Network Approach to Hypersexuality: Insights and Clinical Implications

(2018) Marlene Werner et al.   Journal of Sexual Medicine

The Gaussian Graphical Model in Cross-Sectional and Time-Series Data

(2018) Sacha Epskamp et al.   MULTIVARIATE BEHAVIORAL RESEARCH

Bayes factors for testing order-constrained hypotheses on correlations

(2016) Joris Mulder   JOURNAL OF MATHEMATICAL PSYCHOLOGY

Use of Wishart Prior and Simple Extensions for Sparse Precision Matrix Estimation

(2016) Markku Kuismin et al.   PLoS One

BIEMS: AFortran90 Program for Calculating Bayes Factors for Inequality and Equality Constrained Models

(2015) Joris Mulder et al.   Journal of Statistical Software

Bayesian estimation of a bounded precision matrix

(2014) Hisayuki Tsukuma   JOURNAL OF MULTIVARIATE ANALYSIS

Network Analysis: An Integrative Approach to the Structure of Psychopathology

(2013) Denny Borsboom et al.   Annual Review of Clinical Psychology

Joint High-Dimensional Bayesian Variable and Covariance Selection with an Application to eQTL Analysis

(2013) Anindya Bhadra et al.   BIOMETRICS

Bayes factors for testing inequality constrained hypotheses: Issues with prior specification

(2013) Joris Mulder   BRITISH JOURNAL OF MATHEMATICAL & STATISTICAL PSYCHOLOGY

The Bayesian covariance lasso

(2013) Haitao Chu et al.   Statistics and Its Interface

Criteria for Bayesian model choice with application to variable selection

(2012) M. J. Bayarri et al.   ANNALS OF STATISTICS

The Small World of Psychopathology

(2011) Denny Borsboom et al.   PLoS One

Bayesian tests on components of the compound symmetry covariance matrix

(2011) Joris Mulder et al.   STATISTICS AND COMPUTING

Bayesian estimation of a covariance matrix with flexible prior specification

(2010) Chih-Wen Hsu et al.   ANNALS OF THE INSTITUTE OF STATISTICAL MATHEMATICS

Comorbidity: A network perspective

(2010) Angélique O. J. Cramer et al.   BEHAVIORAL AND BRAIN SCIENCES

Bayesian hypothesis testing for psychologists: A tutorial on the Savage–Dickey method

(2010) Eric-Jan Wagenmakers et al.   COGNITIVE PSYCHOLOGY

On the use of non-local prior densities in Bayesian hypothesis tests

(2010) Valen E. Johnson et al.   JOURNAL OF THE ROYAL STATISTICAL SOCIETY SERIES B-STATISTICAL METHODOLOGY

Consistency of Bayesian procedures for variable selection

(2009) George Casella et al.   ANNALS OF STATISTICS

Partial Correlation Estimation by Joint Sparse Regression Models

(2009) Jie Peng et al.   JOURNAL OF THE AMERICAN STATISTICAL ASSOCIATION