Sets longitudinal/clustered data correlation in Gaussian copula regression models.
● Data Source:
CranContrib
● Keywords: nonlinear, regression
● Alias: cluster.cormat
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Sets working independence correlation in Gaussian copula marginal regression models.
● Data Source:
CranContrib
● Keywords: nonlinear, regression
● Alias: ind.cormat
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Fits Gaussian copula marginal regression models described in Song (2000) and Masarotto and Varin (2012).
● Data Source:
CranContrib
● Keywords: package
● Alias: gcmr-package
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Longitudinal study on epilitic seizures (Thall and Vail, 1990; Diggle et al. 2002). The data consist into 59 individuals with five observations each: The baseline eight-week interval and measurements collected at subsequent visits every two-week.
● Data Source:
CranContrib
● Keywords:
● Alias: epilepsy
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Sets a Matern spatial correlation matrix in Gaussian copula marginal regression models.
● Data Source:
CranContrib
● Keywords: nonlinear, regression
● Alias: matern.cormat
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cormat.gcmr
(Package: gcmr) :
Correlation Matrices for Gaussian Copula Regression Models
Class of correlation matrices available in the gcmr package.
● Data Source:
CranContrib
● Keywords: nonlinear, regression
● Alias: cormat.gcmr
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These functions set the marginals in Gaussian copula marginal regression models.
● Data Source:
CranContrib
● Keywords: nonlinear, regression
● Alias: Gamma.marg, beta.marg, binomial.marg, bn.marg, gaussian.marg, gs.marg, nb.marg, negbin.marg, poisson.marg, ps.marg, weibull.marg
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residuals.gcmr
(Package: gcmr) :
Quantile Residuals for Gaussian Copula Marginal Regression
Computes various type of quantile residuals for validation of a fitted Gaussian copula marginal regression model, as described in Masarotto and Varin (2012).
● Data Source:
CranContrib
● Keywords: models, regression
● Alias: residuals.gcmr
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Rate of hidden unemployment due to substandard work conditions in Sao Paulo, Brazil (Rocha and Cribari-Neto, 2009).
● Data Source:
CranContrib
● Keywords:
● Alias: HUR
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marginal.gcmr
(Package: gcmr) :
Marginals for Gaussian Copula Marginal Regression
Class of marginals available in the gcmr library.
● Data Source:
CranContrib
● Keywords: nonlinear, regression
● Alias: marginal.gcmr
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