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Regression: Models, Methods and Applications

2013, 2013

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Richly Parameterized Linear Models: Additive, Time Series, and Spatial Models Using Random Effects

Hodges, James S

1, 2016

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Handbook of Regression Analysis

1. Aufl., 2013

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Applied regression analysis

3rd ed., 2014

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Fuzzy regression analysis: Systematic review and bibliography

Applied soft computing, 2019-11, Vol.84, p.105708, Article 105708

2019

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Fast Calibrated Additive Quantile Regression

Journal of the American Statistical Association, 2021-07, Vol.116 (535), p.1402-1412

2021

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Logistic or Linear? Estimating Causal Effects of Experimental Treatments on Binary Outcomes Using Regression Analysis

Journal of experimental psychology. General, 2021-04, Vol.150 (4), p.700-709

2021

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Unconditional Quantile Regressions

Econometrica, 2009-05, Vol.77 (3), p.953-973

2009

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Log-Linear Bayesian Additive Regression Trees for Multinomial Logistic and Count Regression Models

Journal of the American Statistical Association, 2021-04, Vol.116 (534), p.756-769

Murray, Jared S.

2021

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Bayesian Inference for Logistic Models Using Pólya–Gamma Latent Variables

Journal of the American Statistical Association, 2013-12, Vol.108 (504), p.1339-1349

2013

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Machine Learning Regression Techniques for the Silage Maize Yield Prediction Using Time-Series Images of Landsat 8 OLI

IEEE journal of selected topics in applied earth observations and remote sensing, 2018-12, Vol.11 (12), p.4563-4577

2018

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Using machine learning models to predict the effects of seasonal fluxes on Plesiomonas shigelloides population density

Environmental pollution (1987), 2023-01, Vol.317, p.120734, Article 120734

2023

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Spatial Homogeneity Pursuit of Regression Coefficients for Large Datasets

Journal of the American Statistical Association, 2019-07, Vol.114 (527), p.1050-1062

2019

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Optimal Bandwidth Choice for the Regression Discontinuity Estimator

The Review of economic studies, 2012-07, Vol.79 (3), p.933-959

2012

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Local composite quantile regression smoothing: an efficient and safe alternative to local polynomial regression

Journal of the Royal Statistical Society. Series B, Statistical methodology, 2010, Vol.72 (1), p.49-69

2010

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Unconditional quantile partial effects via conditional quantile regression

Journal of econometrics, 2024-02, p.105678, Article 105678

2024

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COORDINATE DESCENT ALGORITHMS FOR NONCONVEX PENALIZED REGRESSION, WITH APPLICATIONS TO BIOLOGICAL FEATURE SELECTION

The annals of applied statistics, 2011-03, Vol.5 (1), p.232-253

2011

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Two-Way Fixed Effects Estimators with Heterogeneous Treatment Effects

The American economic review, 2020-09, Vol.110 (9), p.2964-2996

2020

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The coefficient of determination R-squared is more informative than SMAPE, MAE, MAPE, MSE and RMSE in regression analysis evaluation

PeerJ. Computer science, 2021-07, Vol.7, p.e623-e623, Article e623

2021

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Valid Post-Selection Inference in High-Dimensional Approximately Sparse Quantile Regression Models

Journal of the American Statistical Association, 2019-04, Vol.114 (526), p.749-758

2019

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S1873 Comparison of Linear and Non-Linear Models of Gastric Emptying

The American journal of gastroenterology, 2023-10, Vol.118 (10S), p.S1389-S1390

2023

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Making apples from oranges: Comparing noncollapsible effect estimators and their standard errors after adjustment for different covariate sets

Biometrical journal, 2021-03, Vol.63 (3), p.528-557

2021

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INFERENCE ON COUNTERFACTUAL DISTRIBUTIONS

Econometrica, 2013-11, Vol.81 (6), p.2205-2268

2013

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Landslide susceptibility mapping using random forest, boosted regression tree, classification and regression tree, and general linear models and comparison of their performance at Wadi Tayyah Basin, Asir Region, Saudi Arabia

Landslides, 2016-10, Vol.13 (5), p.839-856

2016

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Survival Analysis With Quantile Regression Models

Journal of the American Statistical Association, 2008-06, Vol.103 (482), p.637-649

2008

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Regression: Models, Methods and Applications

Richly Parameterized Linear Models: Additive, Time Series, and Spatial Models Using Random Effects

Handbook of Regression Analysis

Applied regression analysis

Fuzzy regression analysis: Systematic review and bibliography

Fast Calibrated Additive Quantile Regression

Logistic or Linear? Estimating Causal Effects of Experimental Treatments on Binary Outcomes Using Regression Analysis

Unconditional Quantile Regressions

Log-Linear Bayesian Additive Regression Trees for Multinomial Logistic and Count Regression Models

Bayesian Inference for Logistic Models Using Pólya–Gamma Latent Variables

Machine Learning Regression Techniques for the Silage Maize Yield Prediction Using Time-Series Images of Landsat 8 OLI

Using machine learning models to predict the effects of seasonal fluxes on Plesiomonas shigelloides population density

Spatial Homogeneity Pursuit of Regression Coefficients for Large Datasets

Optimal Bandwidth Choice for the Regression Discontinuity Estimator

Local composite quantile regression smoothing: an efficient and safe alternative to local polynomial regression

Unconditional quantile partial effects via conditional quantile regression

COORDINATE DESCENT ALGORITHMS FOR NONCONVEX PENALIZED REGRESSION, WITH APPLICATIONS TO BIOLOGICAL FEATURE SELECTION

Two-Way Fixed Effects Estimators with Heterogeneous Treatment Effects

The coefficient of determination R-squared is more informative than SMAPE, MAE, MAPE, MSE and RMSE in regression analysis evaluation

Valid Post-Selection Inference in High-Dimensional Approximately Sparse Quantile Regression Models

S1873 Comparison of Linear and Non-Linear Models of Gastric Emptying

Making apples from oranges: Comparing noncollapsible effect estimators and their standard errors after adjustment for different covariate sets

INFERENCE ON COUNTERFACTUAL DISTRIBUTIONS

Landslide susceptibility mapping using random forest, boosted regression tree, classification and regression tree, and general linear models and comparison of their performance at Wadi Tayyah Basin, Asir Region, Saudi Arabia

Survival Analysis With Quantile Regression Models

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