Latent variable models

Source: Wikipedia. Pages: 88. Chapters: Common-method variance, Doubly stochastic model, Dynamic topic model, Factor analysis, Factor regression model, First-difference estimator, Item response theory, Latent class model, Latent Dirichlet allocation, Latent semantic analysis, Latent variable, Latent variable model, Local independence, Mixture model, Nuisance variable, Pachinko allocation, Partial least squares regression, Probabilistic latent semantic analysis, Theory of conjoint measurement, Thurstonian model. Excerpt: 192 article summaries including: A web recommendation technique based on probabilistic latent semantic analysis . Improving web page clustering using Probabilistic Latent Semantic Analysis . Latent variable models and factor analysis: a unified approach . Comparing Latent Dirichlet Allocation and Latent Semantic Analysis as Classifiers . Improving location prediction services for new users with probabilistic latent semantic analysis . Including Item Characteristics in the Probabilistic Latent Semantic Analysis Model for Collaborative Filtering . Probabilistic latent semantic analysis as a potential method for integrating spatial data concepts . Parallel implementations of probabilistic latent semantic analysis on graphic processing units . Probabilistic latent semantic analysis based framework for hybrid social recommender systems . phishGILLNET-phishing detection methodology using probabilistic latent semantic analysis, AdaBoost, and co-training . PSLOoc: Protein subcellular localization prediction based on gapped-dipeptides and probabilistic latent semantic analysis . Including Item Characteristics in the Probabilistic Latent Semantic Analysis Model for Collaborative Filtering . Robustness in Latent Variable Models . Latent variable models on performance tests in guide dogs 1 Factor analysis . A Constrained Latent Variable Model . Bayesian Latent Variable Models for Biostatistical Applications . Latent Variable Models for Stochastic Discount Factors . Tail-measurability in monotone latent variable models . Latent Variable Models for Stochastic Discount Factors . Latent variable models for categorical data . Bayesian Hypothesis Testing in Latent Variable Models . 38 Tensor decompositions for learning latent variable models . 39 Linear Latent Variable Models: The lava-package . Estimation of generalized linear latent variable models . Latent Variable Models for Stochastic Discount Factors . Bayesian Hypothesis Testing in Latent Variable Models . Latent variable models for mixed manifest variables . Dynamic latent variable models in developmental psychology . Latent variable models for longitudinal twin data . Estimation of generalized linear latent variable models . Probabilistic Latent Variable Models as Nonnegative Factorizations . Sequential Dynamic Classification Using Latent Variable Models . Latent variable models for statistical diagnosis . Probabilistic Latent Variable Models as Nonnegative Factorizations . Bayesian inference for latent variable models . Nonlinear Latent Variable Models for Video Sequences . Probabilistic Latent Variable Models as Nonnegative Factorizations . Graph Visualization with Latent Variable Models . Robust spatio-temporal latent variable models . A Latent Variable Model of Quality Determination . A latent variable model for chemogenomic profiling . A Dynamic Topic Model for Document Segmentation . Estimation of Dynamic Latent Variable Models Using Simulated Nonparametric Moment...