Variable selection under multicollinearity using modified log penalty
Author:
Affiliation:
1. Department of Statistics, Chonnam National University, Gwangju, Republic of Korea
Funder
National Research Foundation of Korea
Publisher
Informa UK Limited
Subject
Statistics, Probability and Uncertainty,Statistics and Probability
Link
https://www.tandfonline.com/doi/pdf/10.1080/02664763.2019.1637829
Reference30 articles.
1. Regularization of Wavelet Approximations
2. Heuristics of instability and stabilization in model selection
3. Performance of some variable selection methods when multicollinearity is present
4. On the prediction performance of the Lasso
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