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weightedCL:Efficient and Feasible Inference for High-Dimensional Normal Copula Regression Models
Estimates high-dimensional multivariate normal copula regression models with the weighted composite likelihood estimating equations in Nikoloulopoulos (2022) <arXiv:2203.04619>. It provides autoregressive moving average correlation structures and binary, ordinal, Poisson, and negative binomial regressions.
Maintained by Aristidis K. Nikoloulopoulos. Last updated 2 years ago.
1.00 scorecran
weightedScores:Weighted Scores Method for Regression Models with Dependent Data
The weighted scores method and composite likelihood information criteria as an intermediate step for variable/correlation selection for longitudinal ordinal and count data in Nikoloulopoulos, Joe and Chaganty (2011) <doi:10.1093/biostatistics/kxr005>, Nikoloulopoulos (2016) <doi:10.1002/sim.6871> and Nikoloulopoulos (2017) <arXiv:1510.07376>.
Maintained by Aristidis K. Nikoloulopoulos. Last updated 5 years ago.
1.00 score