标题
Cross validation for model selection: A review with examples from ecology
作者
关键词
-
出版物
ECOLOGICAL MONOGRAPHS
Volume 93, Issue 1, Pages -
出版商
Wiley
发表日期
2022-11-13
DOI
10.1002/ecm.1557
参考文献
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注意:仅列出部分参考文献,下载原文获取全部文献信息。- Nearest neighbour distance matching Leave‐One‐Out Cross‐Validation for map validation
- (2022) Carles Milà et al. Methods in Ecology and Evolution
- Predictive models aren't for causal inference
- (2022) Suchinta Arif et al. ECOLOGY LETTERS
- Optimal finite sample post-selection confidence distributions in generalized linear models
- (2022) Andrea C. Garcia-Angulo et al. Journal of Statistical Planning and Inference
- A practical guide to selecting models for exploration, inference, and prediction in ecology
- (2021) Andrew T. Tredennick et al. ECOLOGY
- Parsimonious model selection using information theory: a modified selection rule
- (2021) Luke A. Yates et al. ECOLOGY
- Approximate leave-future-out cross-validation for Bayesian time series models
- (2020) Paul-Christian Bürkner et al. JOURNAL OF STATISTICAL COMPUTATION AND SIMULATION
- Efficient leave-one-out cross-validation for Bayesian non-factorized normal and Student-t models
- (2020) Paul-Christian Bürkner et al. COMPUTATIONAL STATISTICS
- Visualization in Bayesian workflow
- (2019) Jonah Gabry et al. JOURNAL OF THE ROYAL STATISTICAL SOCIETY SERIES A-STATISTICS IN SOCIETY
- Shrinkage priors for Bayesian penalized regression
- (2019) Sara van Erp et al. JOURNAL OF MATHEMATICAL PSYCHOLOGY
- Valid confidence intervals for post-model-selection predictors
- (2019) François Bachoc et al. ANNALS OF STATISTICS
- The impact of class imbalance in classification performance metrics based on the binary confusion matrix
- (2019) Amalia Luque et al. PATTERN RECOGNITION
- Bayesian Comparison of Latent Variable Models: Conditional Versus Marginal Likelihoods
- (2019) Edgar C. Merkle et al. PSYCHOMETRIKA
- Asymptotic post-selection inference for the Akaike information criterion
- (2018) Ali Charkhi et al. BIOMETRIKA
- Model averaging in ecology: a review of Bayesian, information-theoretic, and tactical approaches for predictive inference
- (2018) Carsten F. Dormann et al. ECOLOGICAL MONOGRAPHS
- brms: An R Package for Bayesian Multilevel Models Using Stan
- (2017) Paul-Christian Bürkner Journal of Statistical Software
- Sparsity information and regularization in the horseshoe and other shrinkage priors
- (2017) Juho Piironen et al. Electronic Journal of Statistics
- Predictive Analytics in Information Systems Research
- (2017) Shmueli et al. MIS QUARTERLY
- The ASA's Statement onp-Values: Context, Process, and Purpose
- (2016) Ronald L. Wasserstein et al. AMERICAN STATISTICIAN
- Exact post-selection inference, with application to the lasso
- (2016) Jason D. Lee et al. ANNALS OF STATISTICS
- Considerations for assessing model averaging of regression coefficients
- (2016) Katharine M. Banner et al. ECOLOGICAL APPLICATIONS
- Exact Post-Selection Inference for Sequential Regression Procedures
- (2016) Ryan J. Tibshirani et al. JOURNAL OF THE AMERICAN STATISTICAL ASSOCIATION
- Comparison of Bayesian predictive methods for model selection
- (2016) Juho Piironen et al. STATISTICS AND COMPUTING
- Practical Bayesian model evaluation using leave-one-out cross-validation and WAIC
- (2016) Aki Vehtari et al. STATISTICS AND COMPUTING
- A guide to Bayesian model selection for ecologists
- (2015) M. B. Hooten et al. ECOLOGICAL MONOGRAPHS
- Model averaging and muddled multimodel inferences
- (2015) Brian S. Cade ECOLOGY
- Model-Averaged Confidence Intervals
- (2015) Paul Kabaila et al. SCANDINAVIAN JOURNAL OF STATISTICS
- A morphometric modeling approach to distinguishing among bobcat, coyote and gray fox scats
- (2015) Rachel E. B. Reid WILDLIFE BIOLOGY
- Regularization Paths for Generalized Linear Models via Coordinate Descent
- (2015) Jerome Friedman et al. Journal of Statistical Software
- Valid post-selection inference
- (2013) Richard Berk et al. ANNALS OF STATISTICS
- Collinearity: a review of methods to deal with it and a simulation study evaluating their performance
- (2012) Carsten F. Dormann et al. ECOGRAPHY
- Making and Evaluating Point Forecasts
- (2011) Tilmann Gneiting JOURNAL OF THE AMERICAN STATISTICAL ASSOCIATION
- To Explain or to Predict?
- (2011) Galit Shmueli STATISTICAL SCIENCE
- SELECTION OF WEIGHTS FOR WEIGHTED MODEL AVERAGING
- (2010) Paul H. Garthwaite et al. AUSTRALIAN & NEW ZEALAND JOURNAL OF STATISTICS
- An Introduction to Causal Inference
- (2010) Judea Pearl
- A unified approach to the Richards-model family for use in growth analyses: Why we need only two model forms
- (2010) Even Tjørve et al. JOURNAL OF THEORETICAL BIOLOGY
- The Coverage Properties of Confidence Regions After Model Selection
- (2009) Paul Kabaila INTERNATIONAL STATISTICAL REVIEW
- Prediction Error Estimation Under Bregman Divergence for Non-Parametric Regression and Classification
- (2008) CHUNMING ZHANG SCANDINAVIAN JOURNAL OF STATISTICS
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