Joint Latent Space Model for Social Networks with Multivariate Attributes

Mapping Unobserved Item–Respondent Interactions: A Latent Space Item Response Model with Interaction Map

(2021) Minjeong Jeon et al.   PSYCHOMETRIKA

Recent Integrations of Latent Variable Network Modeling With Psychometric Models

(2021) Selena Wang   Frontiers in Psychology

Spectral and matrix factorization methods for consistent community detection in multi-layer networks

(2020) Subhadeep Paul et al.   ANNALS OF STATISTICS

Network Mediation Analysis Using Model-Based Eigenvalue Decomposition

(2020) Chang Che et al.   STRUCTURAL EQUATION MODELING-A MULTIDISCIPLINARY JOURNAL

A Latent Space Network Model for Social Influence

(2020) Tracy Sweet et al.   PSYCHOMETRIKA

Modeling node heterogeneity in latent space models for multidimensional networks

(2020) Silvia D'Angelo et al.   STATISTICA NEERLANDICA

Social Network Mediation Analysis: A Latent Space Approach

(2020) Haiyan Liu et al.   PSYCHOMETRIKA

Model-Based Clustering of Nonparametric Weighted Networks with Application to Water Pollution Analysis

(2019) Amal Agarwal et al.   TECHNOMETRICS

The Geometry of Continuous Latent Space Models for Network Data

(2019) Anna L. Smith et al.   STATISTICAL SCIENCE

A tutorial on joint models of neural and behavioral measures of cognition

(2018) James J. Palestro et al.   JOURNAL OF MATHEMATICAL PSYCHOLOGY

A Doubly Latent Space Joint Model for Local Item and Person Dependence in the Analysis of Item Response Data

(2018) Ick Hoon Jin et al.   PSYCHOMETRIKA

Likelihood Inference for Large Scale Stochastic Blockmodels with Covariates based on a Divide-and-Conquer Parallelizable Algorithm with Communication

(2018) Sandipan Roy et al.   JOURNAL OF COMPUTATIONAL AND GRAPHICAL STATISTICS

Structural Equation Modeling of Social Networks: Specification, Estimation, and Application

(2018) Haiyan Liu et al.   MULTIVARIATE BEHAVIORAL RESEARCH

Variational Inference: A Review for Statisticians

(2017) David M. Blei et al.   JOURNAL OF THE AMERICAN STATISTICAL ASSOCIATION

Friendship Dissolution Within Social Networks Modeled Through Multilevel Event History Analysis

(2017) Danielle O. Dean et al.   MULTIVARIATE BEHAVIORAL RESEARCH

An Introduction to Network Psychometrics: Relating Ising Network Models to Item Response Theory Models

(2017) M. Marsman et al.   MULTIVARIATE BEHAVIORAL RESEARCH

Generalized Network Psychometrics: Combining Network and Latent Variable Models

(2017) Sacha Epskamp et al.   PSYCHOMETRIKA

Joint Modeling of Multiple Network Views

(2016) Isabella Gollini et al.   JOURNAL OF COMPUTATIONAL AND GRAPHICAL STATISTICS

Stochastic block models for multiplex networks: an application to a multilevel network of researchers

(2016) Pierre Barbillon et al.   JOURNAL OF THE ROYAL STATISTICAL SOCIETY SERIES A-STATISTICS IN SOCIETY

Statistical clustering of temporal networks through a dynamic stochastic block model

(2016) Catherine Matias et al.   JOURNAL OF THE ROYAL STATISTICAL SOCIETY SERIES B-STATISTICAL METHODOLOGY

Interlocking directorates in Irish companies using a latent space model for bipartite networks

(2016) Nial Friel et al.   PROCEEDINGS OF THE NATIONAL ACADEMY OF SCIENCES OF THE UNITED STATES OF AMERICA

Consistent community detection in multi-relational data through restricted multi-layer stochastic blockmodel

(2016) Subhadeep Paul et al.   Electronic Journal of Statistics

Community detection in networks with node features

(2016) Yuan Zhang et al.   Electronic Journal of Statistics

How Structured Is the Entangled Bank? The Surprisingly Simple Organization of Multiplex Ecological Networks Leads to Increased Persistence and Resilience

(2016) Sonia Kéfi et al.   PLOS BIOLOGY

Testing and Modeling Dependencies Between a Network and Nodal Attributes

(2015) Bailey K. Fosdick et al.   JOURNAL OF THE AMERICAN STATISTICAL ASSOCIATION

Latent Space Models for Dynamic Networks

(2015) Daniel K. Sewell et al.   JOURNAL OF THE AMERICAN STATISTICAL ASSOCIATION

Fitting Position Latent Cluster Models for Social Networks withlatentnet

(2015) Pavel N. Krivitsky et al.   Journal of Statistical Software

Network Analysis: An Integrative Approach to the Structure of Psychopathology

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

A survey of collaborative filtering based social recommender systems

(2013) Xiwang Yang et al.   COMPUTER COMMUNICATIONS

Adaptive evolutionary clustering

(2013) Kevin S. Xu et al.   DATA MINING AND KNOWLEDGE DISCOVERY

Social Networks and the Identification of Peer Effects

(2013) Paul Goldsmith-Pinkham et al.   JOURNAL OF BUSINESS & ECONOMIC STATISTICS

Variational Bayesian inference for the Latent Position Cluster Model for network data

(2012) Michael Salter-Townshend et al.   COMPUTATIONAL STATISTICS & DATA ANALYSIS

Consistency of maximum-likelihood and variational estimators in the stochastic block model

(2012) Alain Celisse et al.   Electronic Journal of Statistics

Collaborative user modeling with user-generated tags for social recommender systems

(2011) Heung-Nam Kim et al.   EXPERT SYSTEMS WITH APPLICATIONS

A mixture of experts latent position cluster model for social network data

(2010) Isobel Claire Gormley et al.   Statistical Methodology

Use of social network information to enhance collaborative filtering performance

(2009) Fengkun Liu et al.   EXPERT SYSTEMS WITH APPLICATIONS

Identification of peer effects through social networks

(2009) Yann Bramoullé et al.   JOURNAL OF ECONOMETRICS

Multiplicative latent factor models for description and prediction of social networks

(2008) Peter D. Hoff   Computational and Mathematical Organization Theory