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Matrix Variate Logistic Regression Analysis
Asymptotic theory Logistic regression Matrix variate covariates Regularization Tensor object
2011/6/17
Logistic regression has been widely applied in the field of biostatistics for a long
time. It aims to model the conditional success probability of an event of interest
as the logit function of a lin...
Dynamic Matrix-Variate Graphical Models
Bayesian Forecasting Dynamic Linear Models Gaussian Graphical Models Graphical Model Uncertainty Hyper-Inverse Wishart Distribution
2009/9/22
This paper introduces a novel class of Bayesian models for multivariate
time series analysis based on a synthesis of dynamic linear models and graphical
models. The synthesis uses sparse graphical m...
Noncentral, Nonsingular Matrix Variate Beta Distribution
Noncentral Nonsingular Matrix Variate Beta Distribution
2009/9/17
Noncentral, Nonsingular Matrix Variate Beta Distribution。
Compound and scale mixture of vector and spherical matrix variate elliptical distributions
Matricvariate matrix variate scale mixture compound distribution elliptical distribution matrix variate hypergeometric distributions
2010/3/18
Several matrix variate hypergeometric type distributions are derived. The compound
distributions of left-spherical matrix variate elliptical distributions and inverted
hypergeometric type distributi...