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math.ST2022
Testing independence of functional variables by an Hilbert-Schmidt independence criterion estimator
Terence Kevin Manfoumbi Djonguet, Guy Martial Nkiet, Alban Mbina Mbina
We propose an estimator of the Hilbert-Schmidt Independence Criterion obtained from an appropriate modification of the usual estimator. We then get asymptotic normality of this est…
math.ST2017
Variable selection in discriminant analysis for mixed variables and several groups
Alban Mbina Mbina, Guy Martial Nkiet, Fulgence Eyi Obiang
We propose a method for variable selection in discriminant analysis with mixed categorical and continuous variables. This method is based on a criterion that permits to reduce the…
math.ST2015
Variable selection in multiple regression with random design
Alban Mbina Mbina, Guy Martial Nkiet, Assi Nguessan
We propose a method for variable selection in multiple regression with random predictors. This method is based on a criterion that permits to reduce the variable selection problem…