Logiciels
1. MixLFA : Mixture of Longitudinal Factor Analysis Methods.
Amine OUNAJIM, Yousri SLAOUI, Omar LAHBABI, and Philippe RIGOARD (2024)
https://cran.r-project.org/web/packages/MixLFA/index.html https://cran.r-project.org/web/packages/MixLFA/index.html
Provides a function for the estimation of mixture of longitudinal factor analysis models using the iterative expectation-maximization algorithm (Ounajim, Slaoui, Louis, Billot, Frasca, Rigiard (2023), doi:10.1002/sim.9804) and several tools for visualizing and interpreting the models' parameters.
2. ExGaussEstim (version 1.2) : Quantile Maximization Likelihood Estimation and Bayesian Ex-Gaussian Estimation
Yousri SLAOUI, Abir EL HAJ, Alandra ZAKKOUR, Caroline BORDES, Cyril PERRET and Jean DUMONCEL (2023)
https://cran.r-project.org/web/packages/ExGaussEstim/index.html https://cran.r-project.org/web/packages/ExGaussEstim/index.html
Presents two methods to estimate the parameters 'mu', 'sigma', and 'tau' of an ex-Gaussian distribution. Those methods are Quantile Maximization Likelihood Estimation ('QMLE') and Bayesian. The 'QMLE' method allows a choice between three different estimation algorithms for these parameters : 'neldermead' ('NEMD'), 'fminsearch' ('FMIN'), and 'nlminb' ('NLMI').
ExGaussEstim (version 1) : Quantile Maximization Likelihood Estimation and Bayesian Ex-Gaussian Estimation
Yousri SLAOUI, Abir EL HAJ, Caroline BORDES and Cyril PERRET (2022)
https://cran.r-project.org/web/packages/ExGaussEstim/index.html
Presents two methods to estimate the parameters 'mu', 'sigma', and 'tau' of an ex-Gaussian distribution. Those methods are Quantile Maximization Likelihood Estimation ('QMLE') and Bayesian. The 'QMLE' method allows a choice between three different estimation algorithms for these parameters : 'neldermead' ('NEMD'), 'fminsearch' ('FMIN'), and 'nlminb' ('NLMI').
3. libfbat
Gregory NUEL, Yousri SLAOUI and Vincent MIELE (2010)
http://pbil.univ-lyon1.fr/software/libfbat/
C++ library dedicated to the genetic analysis of pedigree. Robust both to genotyping error and missing data.
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