Search Results for author: Traumabase group

Found 2 papers, 2 papers with code

Adaptive Bayesian SLOPE -- High-dimensional Model Selection with Missing Values

3 code implementations14 Sep 2019 Wei Jiang, Malgorzata Bogdan, Julie Josse, Blazej Miasojedow, Veronika Rockova, Traumabase group

We consider the problem of variable selection in high-dimensional settings with missing observations among the covariates.

Methodology Applications Computation

Stochastic Approximation EM for Logistic Regression with Missing Values

1 code implementation11 May 2018 Wei Jiang, Julie Josse, Marc Lavielle, Traumabase group

We propose a complete approach, including the estimation of parameters and their variance, derivation of confidence intervals, a model selection procedure, and a method for prediction on test sets with missing values.

Methodology

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