Bootstrapping some GLM and survival regression variable selection estimators
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Publication:6106216
DOI10.1080/03610926.2021.1955389OpenAlexW3201206925MaRDI QIDQ6106216
Rasanji C. Rathnayake, David J. Olive
Publication date: 27 June 2023
Published in: Communications in Statistics - Theory and Methods (Search for Journal in Brave)
Full work available at URL: https://doi.org/10.1080/03610926.2021.1955389
Generalized linear models (logistic models) (62J12) Bootstrap, jackknife and other resampling methods (62F40)
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Cites Work
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- Bagging predictors
- On various confidence intervals post-model-selection
- A general theory of hypothesis tests and confidence regions for sparse high dimensional models
- Relaxed Lasso
- Bootstrap methods for standard errors, confidence intervals, and other measures of statistical accuracy
- Theoretical comparison of bootstrap confidence intervals
- Bootstrapping regression models
- Estimating the dimension of a model
- Bootstrap methods: another look at the jackknife
- Model selection and model averaging after multiple imputation
- Uniform asymptotic inference and the bootstrap after model selection
- Partial least squares prediction in high-dimensional regression
- Uniformly valid confidence sets based on the Lasso
- Applications of hyperellipsoidal prediction regions
- Asymptotics for Lasso-type estimators.
- Least angle regression. (With discussion)
- The jackknife and bootstrap
- Shrinkage averaging estimation
- Data-driven nonparametric prediction intervals
- Comparing six shrinkage estimators with large sample theory and asymptotically optimal prediction intervals
- Bootstrapping multiple linear regression after variable selection
- Consistency of MLE, LSE and M-estimation under mild conditions
- Bootstrapping and sample splitting for high-dimensional, assumption-lean inference
- Interval Estimation by Frequentist Model Averaging
- Inner envelopes: efficient estimation in multivariate linear regression
- Statistical Analysis of Financial Data in S-Plus
- On a General Concept of "In Probability"
- Model Selection and Model Averaging
- A Comparison of Certain Bootstrap Confidence Intervals in the Cox Model
- Model Selection: An Integral Part of Inference
- THE FINITE-SAMPLE DISTRIBUTION OF POST-MODEL-SELECTION ESTIMATORS AND UNIFORM VERSUS NONUNIFORM APPROXIMATIONS
- Variable Selection via Nonconcave Penalized Likelihood and its Oracle Properties
- The Focused Information Criterion
- When is the first spurious variable selected by sequential regression procedures?
- Asymptotic post-selection inference for the Akaike information criterion
- A bootstrap recipe for post-model-selection inference under linear regression models
- Big data and partial least‐squares prediction
- Prediction intervals for GLMs, GAMs, and some survival regression models
- Post model‐fitting exploration via a “Next‐Door” analysis
- Linear Model Selection by Cross-Validation
- Regularization and Variable Selection Via the Elastic Net
- Robust Multivariate Analysis
- Linear Regression
- Confidence Intervals and Regions for the Lasso by Using Stochastic Variational Inequality Techniques in Optimization
- Some Comments on C P