Select Publications

Journal articles

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, 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

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

Desgagné A; De Micheaux PL; Leblanc A, 2013, 'Test of normality against generalized exponential power alternatives', Communications in Statistics - Theory and Methods, vol. 42, pp. 164 - 190, http://dx.doi.org/10.1080/03610926.2011.577548

Nicoli F; Lafaye De Micheaux P; Girard N, 2013, 'Perfusion-weighted imaging-derived collateral flow index is a predictor of MCA M1 recanalization after IV thrombolysis', American Journal of Neuroradiology, vol. 34, pp. 107 - 114, http://dx.doi.org/10.3174/ajnr.A3174

Marteau P; Guyonnet D; Lafaye de Micheaux P; Gelu S, 2013, 'A randomized, double-blind, controlled study and pooled analysis of two identical trials of fermented milk containing probiotic Bifidobacterium lactis CNCM I-2494 in healthy women reporting minor dige', Neurogastroenterology and Motility, vol. 25, http://dx.doi.org/10.1111/nmo.12078

Duchesne P; Lafaye de Micheaux P, 2013, 'Distributions for residual autocovariances in parsimonious periodic vector autoregressive models with applications', Journal of Time Series Analysis, vol. 34, pp. 496 - 507, http://dx.doi.org/10.1111/jtsa.12026

Micheaux PL D; Lemaire V, 2012, 'Sample Size Determination and Statistical Hypothesis Testing for Core Centration in Press Coated Tablets', Open Journal of Statistics, vol. 02, pp. 269 - 273, http://dx.doi.org/10.4236/ojs.2012.23032

Lafaye de Micheaux P; Léger C, 2012, 'A law of the single logarithm for weighted sums of arrays applied to bootstrap model selection in regression', Statistics and Probability Letters, vol. 82, pp. 965 - 971, http://dx.doi.org/10.1016/j.spl.2012.01.018

Bordier C; Dojat M; Micheaux PL D, 2011, 'Temporal and Spatial Independent Component Analysis for fMRI data sets embedded in a R package', Journal of Statistical Software, vol. 44, https://www.google.com.au/url?sa=t&rct=j&q=&esrc=s&source=web&cd=2&cad=rja&uact=8&ved=0ahUKEwiI15DwoMbVAhXEwbwKHac-BjUQFggyMAE&url=https://www.jstatsoft.org/article/view/v044i09/v44i09.pdf&usg=AFQjCNG

Bordier C; Dojat M; de Micheaux PL, 2011, 'Temporal and spatial independent component analysis for fMRI data sets embedded in the analyzeFMRI R package', Journal of Statistical Software, vol. 44, pp. 1 - 24, http://dx.doi.org/10.18637/jss.v044.i09

Tabelow K; Clayden JD; Lafaye de Micheaux P; Polzehl J; Schmid VJ; Whitcher B, 2011, 'Image analysis and statistical inference in neuroimaging with R', NeuroImage, vol. 55, pp. 1686 - 1693, http://dx.doi.org/10.1016/j.neuroimage.2011.01.013

Duchesne P; Lafaye De Micheaux P, 2010, 'Computing the distribution of quadratic forms: Further comparisons between the Liu-Tang-Zhang approximation and exact methods', Computational Statistics and Data Analysis, vol. 54, pp. 858 - 862, http://dx.doi.org/10.1016/j.csda.2009.11.025

Coeurjolly J-F; Drouilhet R; Micheaux PL D; Robineau J-F, 2009, 'asympTest: an R package for performing parametric statistical tests and confidence intervals based on the central limit theorem', ArXiv, https://www.researchgate.net/publication/23970418_asympTest_an_R_package_for_performing_parametric_statistical_tests_and_confidence_intervals_based_on_the_central_limit_theorem

de Micheaux PL; Liquet B, 2009, 'Understanding Convergence Concepts: A Visual-Minded and Graphical Simulation-Based Approach', AMERICAN STATISTICIAN, vol. 63, pp. 173 - 178, http://dx.doi.org/10.1198/tas.2009.0032

De Micheaux PL; Liquet B, 2009, 'Teacher's corner understanding convergence concepts: A visual-minded and graphical simulation-based approach', American Statistician, vol. 63, pp. 173 - 178, http://dx.doi.org/10.1198/tas.2009.0032

De Micheaux PL; Liquet B, 2009, 'Convergenceconcepts: An R package to investigate various modes of convergence', R Journal, vol. 1, pp. 18 - 25

Coeurjolly JF; Drouilhet R; Lafaye de Micheaux P; Robineau JF, 2009, 'asympTest: A simple R package for classical parametric statistical tests and confidence intervals in large samples', R Journal, vol. 1, pp. 26 - 30

Bilodeau M; Lafaye de Micheaux P, 2009, 'A-dependence statistics for mutual and serial independence of categorical variables', Journal of Statistical Planning and Inference, vol. 139, pp. 2407 - 2419, http://dx.doi.org/10.1016/j.jspi.2008.11.006

Cenier T; Amat C; Litaudon P; Garcia S; Lafaye De Micheaux P; Liquet B; Roux S; Buonviso N, 2008, 'Odor vapor pressure and quality modulate local field potential oscillatory patterns in the olfactory bulb of the anesthetized rat', European Journal of Neuroscience, vol. 27, pp. 1432 - 1440, http://dx.doi.org/10.1111/j.1460-9568.2008.06123.x

Dubois M; Lafaye De Micheaux P; Noë MP; Valdois S, 2007, 'Preorthographical constraints on visual word recognition: Evidence from a case study of developmental surface dyslexia', Cognitive Neuropsychology, vol. 24, pp. 623 - 660, http://dx.doi.org/10.1080/02643290701617330

Beran R; Bilodeau M; Lafaye de Micheaux P, 2007, 'Nonparametric tests of independence between random vectors', Journal of Multivariate Analysis, vol. 98, pp. 1805 - 1824, http://dx.doi.org/10.1016/j.jmva.2007.01.009

Bilodeau A; de Micheaux PL, 2005, 'A multivariate empirical characteristic function test of independence with normal marginals', JOURNAL OF MULTIVARIATE ANALYSIS, vol. 95, pp. 345 - 369, http://dx.doi.org/10.1016/j.jmva.2004.08.01

Ducharme GR; De Micheaux PL, 2004, 'Goodness-of-fit tests of normality for the innovations in ARMA models', Journal of Time Series Analysis, vol. 25, pp. 373 - 395, http://dx.doi.org/10.1111/j.1467-9892.2004.01875.x

Ducharme GR; Micheaux PL D, 'A goodness-of-fit test for elliptical distributions with diagnostic capabilities', , http://arxiv.org/abs/1902.03622v1

Micheaux PL D; Mozharovskyi P; Vimond M, 'Depth for curve data and applications', , http://arxiv.org/abs/1901.00180v1

Geenens G; Micheaux PL D, 'The Hellinger Correlation', , http://arxiv.org/abs/1810.10276v3

Desgagné A; Micheaux PL D; Ouimet F, 'Asymptotic law of a modified score statistic for the asymmetric power distribution with unknown location and scale parameters', , http://arxiv.org/abs/1809.02852v1

Haddadi A; Ledmani M; Gainier M; Hubert H; De Micheaux PL, '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


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