Minimax rate of testing in sparse linear regression [PDF]
We consider the problem of testing the hypothesis that the parameter of linear regression model is 0 against an s-sparse alternative separated from 0 in the 2-distance.
Tsybakov, Alexandre +4 more
core
Migration and students' performance: detecting geographical differences following a curves clustering approach. [PDF]
Boscaino G, Sottile G, Adelfio G.
europepmc +1 more source
Tweedie Compound Poisson Models with Covariate-Dependent Random Effects for Multilevel Semicontinuous Data. [PDF]
Ma R, Islam MD, Hasan MT, Jørgensen B.
europepmc +1 more source
The more data, the better? Demystifying deletion-based methods in linear regression with missing data. [PDF]
Xu T, Chen K, Li G.
europepmc +1 more source
Taylor quasi-likelihood for limited generalized linear models. [PDF]
Guo G.
europepmc +1 more source
Modified maximum likelihood estimator under the Jones and Faddy's skew t-error distribution for censored regression model. [PDF]
Acitas S +3 more
europepmc +1 more source
On the determination coefficient in robust regression
In simple linear regression the determination coefficient tells us which percentage of the variance of the response variable is explained by the fitted linear mapping of the explanatory variable.
Dirk Tasche
core
Analysis of Longitudinal Binomial Data with Positive Association between the Number of Successes and the Number of Failures: An Application to Stock Instability Study. [PDF]
Zhang X, Yan G, Ma R, Li J.
europepmc +1 more source
Optimal ridge estimation in the restricted logistic semiparametric regression models using generalized cross-validation. [PDF]
Roozbeh M.
europepmc +1 more source
Distributed robust estimation and inference with contaminated data. [PDF]
Zhang P, Zhou WX, Ren Z.
europepmc +1 more source

