Symmetric and trimmed solutions of simple linear regression
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Improved computational and statistical guarantees for high dimensional linear regression
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Analysis using generalized linear models and its applied computation with R
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Generalized linear discriminant analysis for high-dimensional genomic data with external information
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Incorporating prior knowledge into regularized regression
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Bayesian multilevel quantile regression for longitudinal data
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Comparing robustness to outliers and model misspecification between robust Poisson and log-binomial models
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Prediction and feature selection with regularized regression in integrative genomics
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Significance testings in regression analyses
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Prediction modeling with meta data and comparison with lasso regression
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Using classification and regression trees (CART) and random forests to address missing data
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Relationship of blood pressure and antihypertensive medications to cognitive change in the BVAIT, WISH, and ELITE clinical trials
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Robust estimation of high dimensional parameters
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That sinking feeling: predicting land subsidence in California’s San Joaquin Valley with a spatial regression model
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Residential housing code violation prediction: a study in Victorville, CA using geographically weighted logistic regression
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Understanding genetics of traits critical to the domestication of crops using Mixed Linear Models
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A comparison of GLM, GAM, and GWR modeling of fish distribution and abundance in Lake Ontario
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Sense and sensibility: statistical techniques for human energy expenditure estimation using kinematic sensors
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Energy use intensity estimation method based on building façade features by using regression models
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Feature selection in high-dimensional modeling with thresholded regression
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Hierarchical regularized regression for incorporation of external data in high-dimensional models
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Network accessibility and population change: historical analysis of transportation in Tennessee, 1830-2010
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Methodology and application of modern genetic association tests in admixed populations
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Robust feature selection with penalized regression in imbalanced high dimensional data
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High-dimensional regression for gene-environment interactions
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