21 citations · 27 across the 15 of their papers we have counts for
4 papers · 1 filter
Robust approach for comparing two dependent normal populations through Wald-type tests based on Rényi's pseudodistance estimators
María Jaenada, Elena Castilla, Nirian Martín +1
Since the two seminal papers by Fisher (1915, 1921) were published, the test under a fixed value correlation coefficient null hypothesis for the bivariate normal distribution const…
Estimation and testing on independent not identically distributed observations based on Rényi's pseudodistances
Elena Castilla, Maria Jaenada, Leandro Pardo
In real life we often deal with independent but not identically distributed observations (i.n.i.d.o), for which the most well-known statistical model is the multiple linear regress…
A new robust approach for multinomial logistic regression with complex design model
Elena Castilla, Pedro J. Chocano
Robust estimators and Wald-type tests are developed for the multinomial logistic regression based on -divergence measures. The robustness of the proposed estimators and tests is…
On regularization methods based on Rényi's pseudodistances for sparse high-dimensional linear regression models
Elena Castilla, Abhik Ghosh, María Jaenada +1
Several regularization methods have been considered over the last decade for sparse high-dimensional linear regression models, but the most common ones use the least square (quadra…