Gaussian copula marginal regression

From MaRDI portal
Publication:1950871

DOI10.1214/12-EJS721zbMath1336.62152MaRDI QIDQ1950871

Guido Masarotto, Cristiano Varin

Publication date: 28 May 2013

Published in: Electronic Journal of Statistics (Search for Journal in Brave)

Full work available at URL: https://projecteuclid.org/euclid.ejs/1346421603



Related Items

A conditional count model for repeated count data and its application to GEE approach, Accounting for endogeneity in regression models using copulas: a step-by-step guide for empirical studies, Evaluating the relationship between two periodically correlated processes with Mandelbrot-Van Ness fractional Brownian motion errors using periodic copula, EM algorithm in Gaussian copula with missing data, Efficient pairwise composite likelihood estimation for spatial-clustered data, Variable selection for high dimensional Gaussian copula regression model: an adaptive hypothesis testing procedure, Comorbidity of chronic diseases in the elderly: patterns identified by a copula design for mixed responses, Copula directional dependence of discrete time series marginals, Knowledge Learning of Insurance Risks Using Dependence Models, The copula directional dependence by stochastic volatility models, Maximum likelihood estimation of Gaussian copula models for geostatistical count data, A heteroscedasticity diagnostic of a regression analysis with copula dependent random variables, Count Time Series: A Methodological Review, CYCLOCOPULA TECHNIQUE TO STUDY THE RELATIONSHIP BETWEEN TWO CYCLOSTATIONARY TIME SERIES WITH FRACTIONAL BROWNIAN MOTION ERRORS, Unit gamma mixed regression models for continuous bounded data, Quasi-beta longitudinal regression model applied to water quality index data, Latent Gaussian Count Time Series, Modelling the covariance structure in marginal multivariate count models: hunting in Bioko Island, A flexible Clayton-like spatial copula with application to bounded support data, Inference for semiparametric Gaussian copula model adjusted for linear regression using residual ranks, Statistical reconstruction and Karhunen-Loève expansion for multiphase random media, A transition model for analyzing multivariate longitudinal data using Gaussian copula approach, Estimation of a digitised Gaussian ARMA model by Monte Carlo expectation maximisation, Beta regression for time series analysis of bounded data, with application to Canada Google\(^{\circledR}\) Flu Trends, Gaussian copula mixed models for clustered mixed outcomes, with application in developmental toxicology, A class of random fields with two-piece marginal distributions for modeling point-referenced data with spatial outliers, Modelling Point Referenced Spatial Count Data: A Poisson Process Approach, Rank-based inference tools for copula regression, with property and casualty insurance applications, Efficient and feasible inference for high-dimensional normal copula regression models, A general algorithm for covariance modeling of discrete data, Zero-inflated count time series models using Gaussian copula, Two Bayesian/frequentist challenges for categorical data analyses, ROS regression: integrating regularization with optimal scaling regression, Semiparametric estimation of copula models with nonignorable missing data, Gaussian copula distributions for mixed data, with application in discrimination, gcmr, Beta rectangular regression models to longitudinal data, Unnamed Item, Copula-based Markov zero-inflated count time series models with application, A centered bivariate spatial regression model for binary data with an application to presettlement vegetation data in the midwestern United States, Multivariate time series models for mixed data


Uses Software


Cites Work