Latent variable models

Keywords: Mixture models, Classification and clustering, Multivariate statistics, Textual data analysis, Random projections, Artificial data generation Leggi di più

Keywords: Latent variable models, Structural equation models, Longitudinal data analysis, Non parametric trend-cycle estimators, Time series analysis Leggi di più

Keywords: Spatial Econometrics, Limited Dependent Variables, Dynamic Spatial Panel Data Models, Computational Statistics, Microeconometrics Leggi di più

Keywords: Latent variable models, Generalized linear latent variable models, Structural equation models Leggi di più

Keywords: item response theory, educational assessment, computerized adaptive testing, MCMC estimation of IRT models, test assembly, digital skills, inequalities in education Leggi di più

Keywords: Latent variable models, Estimation problems in IRT models, Ability evaluation, Teachingstatistics, Data Literacy Leggi di più

Keywords: latent variable models, covariance estimation, robust methods, mixture models, supervised classification, unsupervised classification, dimension reduction, random projections Leggi di più

Keywords: classification, quantile function distributions, record linkage, clustering, latent variable models Leggi di più

Keywords: cluster analysis, finite mixture model, latent variable model, regression trees Leggi di più

Keywords: Bayesian hierarchical models, Missing data and latent variables, MCMC, Markov chain Monte Carlo, Hidden Markov model, Stochastic models and Stochastic differential equations (SDE), Statistical software, R packages, Bioinformatics, Transcriptomics, Bulk and single-cell RNA sequencing, and spatial transcriptomics, Proteomics, Single-cell fluorescence data (FISH and FACTS), Gene expression and alternative splicing Leggi di più

Keywords: Bayesian Hierarchical models, Flexible Regression, Spatial Statistics, Spatiotemporal Smoothing, Clustering. Leggi di più

Keywords: Latent Variable Models, Multivariate Analysis, Mixture models, Supervised and Unsupervised Classification, Textual Data Analysis Leggi di più