====== Reparametrization of COM-Poisson Regression Models ====== * ''Title:'' Reparametrization of COM-Poisson Regression Models with Applications in the Analysis of Experimental Count Data * ''Authors:'' Ribeiro Jr, E. E.; Zeviani, W. M.; Bonat, W. H.; Demétrio, C. G. B. & Hinde, J.. * ''Journal:'' To appear. * ''Status:'' Accepted for oral presentation. * ''Preprint:'' https://arxiv.org/abs/1801.09795 ===== Reference ===== @article{RibeiroJr2017=8, author = {Ribeiro Jr, Eduardo E. and Zeviani, Walmes M. and Bonat, Wagner H. and Dem{\'{e}}trio, Clarice G. B. and Hinde, John}, title = {Reparametrization of COM-Poisson Regression Models with Applications in the Analysis of Experimental Data}, year = 2018, journal = {to appear}, volume = {}, number = {}, pages = {} } ===== Supplement material ===== **Data sets** * [[http://www.leg.ufpr.br/~eduardojr/papercompanions/smj2018/data/cottonBolls.txt|Data set 1 (Section 6.1)]] Artificial defoliation in cotton phenology * [[http://www.leg.ufpr.br/~eduardojr/papercompanions/smj2018/data/soyaBeans.txt|Data set 2 (Section 6.2)]] Soil moisture and potassium doses on soybean culture * [[http://www.leg.ufpr.br/~eduardojr/papercompanions/smj2018/data/nitrofen.txt|Data set 3 (Section 6.3)]] Assessing toxicity of nitrofen in aquatic systems **R codes for analysis** * [[http://www.leg.ufpr.br/~eduardojr/papercompanions/smj2018/codes/lattice-panels.R|Graphics configuration]] Style settings and panel for ''lattice'' graphics * [[http://www.leg.ufpr.br/~eduardojr/papercompanions/smj2018/codes/functions.R|General functions]] General functions to analysis (log-likelihoods, optimizers, prediction functions, and more) * [[http://www.leg.ufpr.br/~eduardojr/papercompanions/smj2018/codes/00-approx.R|Distribution study]] Distribution study (normalizing constant, moments approximation and indexes to characterized the distribution) * [[http://www.leg.ufpr.br/~eduardojr/papercompanions/smj2018/codes/01-simulation.R|Simulation study]] Simulation study (bias of maximum likelihood estimators, covarage rates and orthogonality study) * [[http://www.leg.ufpr.br/~eduardojr/papercompanions/smj2018/codes/21-defoliation.R|Defoliation experiment analysis]] Results of section 6.1 * [[http://www.leg.ufpr.br/~eduardojr/papercompanions/smj2018/codes/22-soyabean.R|Soybean experiment analysis]] Results of section 6.2 * [[http://www.leg.ufpr.br/~eduardojr/papercompanions/smj2018/codes/23-nitrofen.R|Nitrofen experiment analysis]] Results of section 6.3 **Source code** * [[https://github.com/JrEduardo/article-reparcmp/|GitHub Repository]] Git versioned repository, hosted on GitHub.