Environmental Exposure Mixtures: Questions and Methods to Address Them

References

Page 1

	Year	Citations
Regularization and Variable Selection Via the Elastic Net Hui Zou, Trevor Hastie Journal of the Royal Statistical Society Series B (Statistical Methodology)	2005	20.1K
Classification and Regression by randomForest Andy Liaw, Matthew C. Wiener Artificial IntelligenceEngineeringMachine LearningMining MethodsClassification Trees	2007	18.4K
Bagging Predictors Leo Breiman Machine Learning	1996	16.6K
PLS-regression: a basic tool of chemometrics Svante Wold, Michael Sjöstróm, Lennart Eriksson Chemometrics and Intelligent Laboratory Systems ChemometricsChemometric MethodRegression AnalysisStatistical InferenceBasic Tool	2001	9.3K
Experiments with a new boosting algorithm Yoav Freund, Robert E. Schapire	1996	7.6K
<i>Stan</i>: A Probabilistic Programming Language Bob Carpenter, Andrew Gelman, Matthew D. Hoffman, Journal of Statistical Software	2017	7.1K
Approximate Bayesian Inference for Latent Gaussian models by using Integrated Nested Laplace Approximations Håvard Rue, Sara Martino, Nicolás Chopin Journal of the Royal Statistical Society Series B (Statistical Methodology) Additive ModelsBayesian StatisticEngineeringData ScienceGaussian Process	2009	5.2K
Random decision forests Tin Kam Ho EngineeringMachine LearningGeneralization AccuracyClassification MethodData Science	2002	4.9K
The Bayesian Lasso Trevor Park, George Casella Journal of the American Statistical Association Bayesian StatisticBayesian StatisticsEngineeringMachine LearningData Science	2008	2.9K
A new approach to causal inference in mortality studies with a sustained exposure period—application to control of the healthy worker survivor effect James M. Robins Mathematical Modelling Mortality StudiesEpidemiologyPreventive MedicineSustained Exposure Period—applicationHealth Effect	1986	2.4K

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