Select Publications

Books

Lafaye de Micheaux ; Drouilhet, R ; Liquet, B , 2016, Perangkat Lukan R - Dasar-dasar Pemrograman dan Analisis Statistika, University Sebalas Maret

Lafaye de Micheaux P; Drouilhet, R ; Liquet, B ; Li, Q ; Pan, D ; Tang, N , 2015, R 软件及统计分析, Higher Education Press, China

Lafaye de Micheaux P; Drouilhet, R ; Liquet, B , 2014, Le logiciel R : Maîtriser le langage, effectuer des analyses (bio)statistiques, Springer Verlag France

Micheaux PLD; Drouilhet R; Liquet B, 2014, The R Software Fundamentals of Programming and Statistical Analysis, Statistics and Computing Series, Springer Science & Business, http://gateway.webofknowledge.com/gateway/Gateway.cgi?GWVersion=2&SrcApp=PARTNER_APP&SrcAuth=LinksAMR&KeyUT=WOS:000344763400001&DestLinkType=FullRecord&DestApp=ALL_WOS&UsrCustomerID=891bb5ab6ba270e68a

Micheaux PLD; Drouilhet R; Liquet B, 2011, Le logiciel R Maîtriser le langage - Effectuer des analyses statistiques, Springer Science & Business Media

Book Chapters

Lafaye de Micheaux P; Drouilhet R; Liquet B, 2014, 'Analyse de variance élémentaire', in Le logiciel R Maîtriser le langage - Effectuer des analyses (bio)statistiques, Springer

Lafaye de Micheaux P; Drouilhet R; Liquet B, 2014, 'Régression linéaire simple et multiple', in Le logiciel R Maîtriser le langage - Effectuer des analyses (bio)statistiques, Springer

Lafaye de Micheaux P; Drouilhet R; Liquet B, 2014, 'Intervalles de confiance et tests d'hypothèses', in Le logiciel R Maîtriser le langage - Effectuer des analyses (bio)statistiques, Springer

Lafaye de Micheaux P, 2014, 'Variables aléatoires, lois et simulations: une meilleure compréhension grâce aux spécificités de R', in Le logiciel R Maîtriser le langage - Effectuer des analyses (bio)statistiques, Springer

Lafaye de Micheaux P; Drouilhet R; Liquet B, 2014, 'Statistique descriptive', in Le logiciel R Maîtriser le langage - Effectuer des analyses (bio)statistiques, Springer

Lafaye de Micheaux P; Drouilhet R; Liquet B, 2014, 'Mathématiques de base: calcul matriciel, intégration, optimisation', in Le logiciel R Maîtriser le langage - Effectuer des analyses (bio)statistiques, Springer

Lafaye de Micheaux P; Drouilhet R; Liquet B, 2014, 'Maintenance des sessions', in Le logiciel R Maîtriser le langage - Effectuer des analyses (bio)statistiques, Springer

Lafaye de Micheaux P; Drouilhet R; Liquet B, 2014, 'Programmation en R', in Le logiciel R Maîtriser le langage - Effectuer des analyses (bio)statistiques, Springer

Lafaye de Micheaux P; Drouilhet R; Liquet B, 2014, 'Techniques pour tracer des courbes et des graphiques', in Le logiciel R Maîtriser le langage - Effectuer des analyses (bio)statistiques, Springer

Lafaye de Micheaux P; Drouilhet R; Liquet B, 2014, 'R et sa documentation', in Le logiciel R Maîtriser le langage - Effectuer des analyses (bio)statistiques, Springer

Lafaye de Micheaux P; Drouilhet R; Liquet B, 2014, 'Manipulation de données, fonctions', in Le logiciel R Maîtriser le langage - Effectuer des analyses (bio)statistiques, Springer

Lafaye de Micheaux P; Drouilhet R; Liquet B, 2014, 'Importation-exportation et production de données', in Le logiciel R Maîtriser le langage - Effectuer des analyses (bio)statistiques, Springer

Lafaye de Micheaux P; Droulhet R; Liquet B, 2014, 'Les concepts de base, l'organisation des données', in Le logiciel R Maîtriser le langage - Effectuer des analyses (bio)statistiques, Springer

Lafaye de Micheaux P; Drouilhet R; Liquet B, 2014, 'Quelques jeux de données et problématiques', in Le logiciel R Maîtriser le langage - Effectuer des analyses (bio)statistiques, Springer

lafaye de micheaux ; drouilhet R; liquet B, 2014, 'Présentation du logiciel R', in Le logiciel R Maîtriser le langage - Effectuer des analyses (bio)statistiques, Springer

de Micheaux PL; Drouilhet R; Liquet B, 2013, 'Introducing R', in R SOFTWARE: FUNDAMENTALS OF PROGRAMMING AND STATISTICAL ANALYSIS, edn. Statistics and Computing Series, SPRINGER, pp. 3 - 27, http://dx.doi.org/10.1007/978-1-4614-9020-3_1

de Micheaux PL; Drouilhet R; Liquet B, 2013, 'A Few Data Sets and Research Questions', in R SOFTWARE: FUNDAMENTALS OF PROGRAMMING AND STATISTICAL ANALYSIS, edn. Statistics and Computing Series, SPRINGER, pp. 29 - 33, http://dx.doi.org/10.1007/978-1-4614-9020-3_2

de Micheaux PL; Drouilhet R; Liquet B, 2013, 'A Better Understanding of Random Variables, Distributions and Simulations Using R Specificities', in R SOFTWARE: FUNDAMENTALS OF PROGRAMMING AND STATISTICAL ANALYSIS, edn. Statistics and Computing Series, SPRINGER, pp. 381 - 415, http://dx.doi.org/10.1007/978-1-4614-9020-3_12

de Micheaux PL; Drouilhet R; Liquet B, 2013, 'Appendix: Installing R and R Packages', in R SOFTWARE: FUNDAMENTALS OF PROGRAMMING AND STATISTICAL ANALYSIS, edn. Statistics and Computing Series, SPRINGER, pp. 531 - 538, http://gateway.webofknowledge.com/gateway/Gateway.cgi?GWVersion=2&SrcApp=PARTNER_APP&SrcAuth=LinksAMR&KeyUT=WOS:000344763400017&DestLinkType=FullRecord&DestApp=ALL_WOS&UsrCustomerID=891bb5ab6ba270e68a

de Micheaux PL; Drouilhet R; Liquet B, 2013, 'Descriptive Statistics', in R SOFTWARE: FUNDAMENTALS OF PROGRAMMING AND STATISTICAL ANALYSIS, edn. Statistics and Computing Series, SPRINGER, pp. 339 - 380, http://dx.doi.org/10.1007/978-1-4614-9020-3_11

de Micheaux PL; Drouilhet R; Liquet B, 2013, 'Data Manipulation, Functions', in R SOFTWARE: FUNDAMENTALS OF PROGRAMMING AND STATISTICAL ANALYSIS, edn. Statistics and Computing Series, SPRINGER, pp. 85 - 140, http://dx.doi.org/10.1007/978-1-4614-9020-3_5

de Micheaux PL; Drouilhet R; Liquet B, 2013, 'Managing Sessions', in R SOFTWARE: FUNDAMENTALS OF PROGRAMMING AND STATISTICAL ANALYSIS, edn. Statistics and Computing Series, SPRINGER, pp. 283 - 309, http://dx.doi.org/10.1007/978-1-4614-9020-3_9

de Micheaux PL; Drouilhet R; Liquet B, 2013, 'Elementary Analysis of Variance', in R SOFTWARE: FUNDAMENTALS OF PROGRAMMING AND STATISTICAL ANALYSIS, edn. Statistics and Computing Series, SPRINGER, pp. 503 - 530, http://dx.doi.org/10.1007/978-1-4614-9020-3_15

de Micheaux PL; Drouilhet R; Liquet B, 2013, 'Importing, Exporting and Producing Data', in R SOFTWARE: FUNDAMENTALS OF PROGRAMMING AND STATISTICAL ANALYSIS, edn. Statistics and Computing Series, SPRINGER, pp. 63 - 83, http://dx.doi.org/10.1007/978-1-4614-9020-3_4

de Micheaux PL; Drouilhet R; Liquet B, 2013, 'Drawing Curves and Plots', in R SOFTWARE: FUNDAMENTALS OF PROGRAMMING AND STATISTICAL ANALYSIS, edn. Statistics and Computing Series, SPRINGER, pp. 151 - 192, http://dx.doi.org/10.1007/978-1-4614-9020-3_7

de Micheaux PL; Drouilhet R; Liquet B, 2013, 'Basic Concepts and Data Organisation', in R SOFTWARE: FUNDAMENTALS OF PROGRAMMING AND STATISTICAL ANALYSIS, edn. Statistics and Computing Series, SPRINGER, pp. 37 - 61, http://dx.doi.org/10.1007/978-1-4614-9020-3_3

de Micheaux PL; Drouilhet R; Liquet B, 2013, 'R and Its Documentation', in R SOFTWARE: FUNDAMENTALS OF PROGRAMMING AND STATISTICAL ANALYSIS, edn. Statistics and Computing Series, SPRINGER, pp. 141 - 150, http://dx.doi.org/10.1007/978-1-4614-9020-3_6

de Micheaux PL; Drouilhet R; Liquet B, 2013, 'Programming in R', in R SOFTWARE: FUNDAMENTALS OF PROGRAMMING AND STATISTICAL ANALYSIS, edn. Statistics and Computing Series, SPRINGER, pp. 193 - 282, http://dx.doi.org/10.1007/978-1-4614-9020-3_8

de Micheaux PL; Drouilhet R; Liquet B, 2013, 'Basic Mathematics: Matrix Operations, Integration and Optimization', in R SOFTWARE: FUNDAMENTALS OF PROGRAMMING AND STATISTICAL ANALYSIS, edn. Statistics and Computing Series, SPRINGER, pp. 313 - 337, http://dx.doi.org/10.1007/978-1-4614-9020-3_10

de Micheaux PL; Drouilhet R; Liquet B, 2013, 'Simple and Multiple Linear Regression', in R SOFTWARE: FUNDAMENTALS OF PROGRAMMING AND STATISTICAL ANALYSIS, edn. Statistics and Computing Series, SPRINGER, pp. 455 - 501, http://dx.doi.org/10.1007/978-1-4614-9020-3_14

de Micheaux PL; Drouilhet R; Liquet B, 2013, 'Confidence Intervals and Hypothesis Testing', in R SOFTWARE: FUNDAMENTALS OF PROGRAMMING AND STATISTICAL ANALYSIS, edn. Statistics and Computing Series, SPRINGER, pp. 417 - 453, http://dx.doi.org/10.1007/978-1-4614-9020-3_13

Journal articles

Lafaye De Micheaux P; Liquet B; Sutton M, 2019, 'PLS for Big Data: A unified parallel algorithm for regularised group PLS', Statistics Surveys, vol. 13, pp. 119 - 149, http://dx.doi.org/10.1214/19-SS125

Lafaye de Micheaux P; Ouimet F, 2018, 'A uniform L1 law of large numbers for functions of i.i.d. random variables that are translated by a consistent estimator', Statistics and Probability Letters, vol. 142, pp. 109 - 117, http://dx.doi.org/10.1016/j.spl.2018.06.006

Desgagné A; Lafaye de Micheaux P, 2018, 'A powerful and interpretable alternative to the Jarque–Bera test of normality based on 2nd-power skewness and kurtosis, using the Rao's score test on the APD family', Journal of Applied Statistics, vol. 45, pp. 2307 - 2327, http://dx.doi.org/10.1080/02664763.2017.1415311

Buré L; Boucher LM; Blumenkrantz M; Schob S; De Micheaux PL; Reinhold C; Gallix B, 2017, 'Can magnetic resonance spectroscopy differentiate malignant and benign causes of lymphadenopathy? An in-vitro approach', PLoS ONE, vol. 12, http://dx.doi.org/10.1371/journal.pone.0182169

Fan Y; de Micheaux PL; Penev S; Salopek D, 2017, 'Multivariate nonparametric test of independence', Journal of Multivariate Analysis, vol. 153, pp. 189 - 210, http://dx.doi.org/10.1016/j.jmva.2016.09.014

de Micheaux PL; Tran VA, 2016, 'PoweR: A reproducible research tool to ease monte carlo power simulation studies for goodness-of-fit tests in R', Journal of Statistical Software, vol. 69, pp. 1 - 44, http://dx.doi.org/10.18637/jss.v069.i03

Liquet B; De Micheaux PL; Hejblum BP; Thiébaut R, 2016, 'Group and sparse group partial least square approaches applied in genomics context', Bioinformatics, vol. 32, pp. 35 - 42, http://dx.doi.org/10.1093/bioinformatics/btv535

Delorme P; de Micheaux PL; Liquet B; Riou J, 2016, 'Type-II generalized family-wise error rate formulas with application to sample size determination', Statistics in Medicine, vol. 35, pp. 2687 - 2714, http://dx.doi.org/10.1002/sim.6909

Ducharme GR; Lafaye de Micheaux P; Marchina B, 2016, 'The complex multinormal distribution, quadratic forms in complex random vectors and an omnibus goodness-of-fit test for the complex normal distribution', Annals of the Institute of Statistical Mathematics, vol. 68, pp. 77 - 104, http://dx.doi.org/10.1007/s10463-014-0486-5

Duchesne P; Lafaye De Micheaux P; Tagne Tatsinkou J, 2016, 'Estimating the mean and its effects on Neyman smooth tests of normality for ARMA models', Canadian Journal of Statistics, vol. 44, pp. 241 - 270, http://dx.doi.org/10.1002/cjs.11292

Wen W; Thalamuthu A; Mather KA; Zhu W; Jiang J; De Micheaux PL; Wright MJ; Ames D; Sachdev PS, 2016, 'Distinct Genetic Influences on Cortical and Subcortical Brain Structures', Scientific Reports, vol. 6, pp. 32760 - 32760, http://dx.doi.org/10.1038/srep32760

Bilodeau M; de Micheaux PL; Mahdi S, 2015, 'The R package groc for generalized regression on orthogonal components', Journal of Statistical Software, vol. 65, pp. 1 - 29, http://dx.doi.org/10.18637/jss.v065.i01

Haddadi A; Ledmani M; Gainier M; Hubert H; De Micheaux PL, 2014, 'Comparing the APACHE II, SOFA, LOD, and SAPS II scores in patients who have developed a nosocomial infection', Bangladesh Critical Care Journal, vol. 2, pp. 4 - 9, http://dx.doi.org/10.3329/bccj.v2i1.19949

Lafaye De Micheaux P; Liquet B; Marque S; Riou J, 2014, 'Power and sample size determination in clinical trials with multiple primary continuous correlated endpoints', Journal of Biopharmaceutical Statistics, vol. 24, pp. 378 - 397, http://dx.doi.org/10.1080/10543406.2013.860156


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