W. Loh

发表

Tree-Structured Classification via Generalized Discriminant Analysis.

W. Loh, N. Vanichsetakul, Wei-Yin Loh, 1988 .

Improving the precision of classification trees

W. Loh, Wei-Yin Loh, 2010, 1011.0608.

LOTUS: An Algorithm for Building Accurate and Comprehensible Logistic Regression Trees

W. Loh, Kin-Yee Chan, Wei-Yin Loh, 2004 .

Regression trees for longitudinal and multiresponse data

W. Loh, Wei Zheng, Wei-Yin Loh, 2012, 1209.4690.

Classification Trees With Bivariate Linear Discriminant Node Models

Hyunjoong Kim, W. Loh, 2003 .

REGRESSION TREES WITH UNBIASED VARIABLE SELECTION AND INTERACTION DETECTION

W. Loh, Wei-Yin Loh, 2002 .

Classification and regression trees

Wei-Yin Loh, R. Olshen, L. Breiman, 2011, WIREs Data Mining Knowl. Discov..

Generalized regression trees

W. Loh, P. Chaudhuri, Wen-da Lo, 1995 .

Classification Trees With Unbiased Multiway Splits

Hyunjoong Kim, W. Loh, Wei-Yin Loh, 2001 .

Regression tree models for designed experiments

W. Loh, Wei-Yin Loh, 2006, math/0611192.

Tree-structured proportional hazards regression modeling.

W. Loh, H. Ahn, H. Ahn, 1994, Biometrics.

Logistic Regression Tree Analysis

W. Loh, H. Pham, Wei-Yin Loh, 2006 .

Visualizable and interpretable regression models with good prediction power

Hyunjoong Kim, W. Loh, P. Chaudhuri, 2007 .

SPLIT SELECTION METHODS FOR CLASSIFICATION TREES

W. Loh, Yu-Shan Shih, Wei-Yin Loh, 1997 .

Nonparametric estimation of conditional quantiles using quantile regression trees ∗ ( Published in Bernoulli ( 2002 ) , 8 , 561 – 576 )

W. Loh, P. Chaudhuri, 2008 .

Logistic Regression Tree Analysis ( In Handbook of Engineering Statistics

W. Loh, H. Pham, Wei-Yin Loh, 2006 .

Calibrating Confidence Coefficients

W. Loh, Wei-Yin Loh, 1987 .

A Comparison of Prediction Accuracy, Complexity, and Training Time of Thirty-Three Old and New Classification Algorithms

Wei-Yin Loh, Tjen-Sien Lim, Yu-Shan Shih, 2000, Machine Learning.

Tree-Structured Classification Via Generalized Discriminant Analysis: Rejoinder

W. Loh, N. Vanichsetakul, 1988 .

Classification and Regression Tree Methods ( In Encyclopedia of Statistics in Quality and Reliability

W. Loh, Wei-Yin Loh, 2008 .

Should all smokers use combination smoking cessation pharmacotherapy? Using novel analytic methods to detect differential treatment effects over 8 weeks of pharmacotherapy.

W. Loh, M. Fiore, T. Baker, 2012, Nicotine & tobacco research : official journal of the Society for Research on Nicotine and Tobacco.

A comparison of tests of equality of variances

W. Loh, T. Lim, Wei-Yin Loh, 1996 .

Classification and regression: money *can* grow on trees

Johannes Gehrke, Raghu Ramakrishnan, Wei-Yin Loh, 1999, KDD '99.

Survival modeling through recursive stratification

W. Loh, 1991 .

Using Decision Tree Analysis to Identify Risk Factors for Relapse to Smoking

Megan E. Piper, W. Loh, T. Baker, 2011, Substance use & misuse.

A regression tree approach to identifying subgroups with differential treatment effects

W. Loh, M. Man, Xu He, 2014, Statistics in medicine.

Estimating an Endpoint of a Distribution with Resampling Methods

W. Loh, Wei-Yin Loh, 1984 .

Consistent Variable Selection in Linear Models

W. Loh, Xiaodong Zheng, Wei-Yin Loh, 1995 .

BOAT-Optimistic Decision Tree Construction

W. Loh, R. Ramakrishnan, J. Gehrke, 1999, SIGMOD Conference.

Fifty Years of Classification and Regression Trees 1

Wei-Yin Loh, W. Loh, Wei-Yin Loh, 2014 .

Fifty Years of Classification and Regression Trees

Wei-Yin Loh, W. Loh, Wei-Yin Loh, 2014 .

Comparative effectiveness of motivation phase intervention components for use with smokers unwilling to quit: a factorial screening experiment.

Megan E. Piper, Robin Mermelstein, Wei-Yin Loh, 2016, Addiction.

Comparison of Decision Tree Classifier and Bayes Classifier using WEKA

R. Olshen, L. Breiman, W. Loh, 2018 .

A Parametric Bootstrap Procedure for Testing Separate Families of Hypotheses.

W. Loh, 1983 .

Tree‐structured classifiers

Wei-Yin Loh, W. Loh, Wei-Yin Loh, 2010 .

Classification and regression trees and forests for incomplete data from sample surveys

W. Loh, J. Eltinge, M. Cho, 2018 .

Classification and regression tree methods for incomplete data from sample surveys

W. Loh, J. Eltinge, M. Cho, 2016, 1603.01631.

PLUTO: Penalized Unbiased Logistic Regression Trees

W. Loh, Wenwen Zhang, Wei-Yin Loh, 2014, 1411.6948.

Comparative effectiveness of intervention components for producing long-term abstinence from smoking: a factorial screening experiment.

Megan E. Piper, W. Loh, L. Collins, 2016, Addiction.

Subgroups from regression trees with adjustment for prognostic effects and postselection inference

W. Loh, M. Man, Shuaicheng Wang, 2019, Statistics in medicine.

The GUIDE Approach to Subgroup Identification

W. Loh, Peigen Zhou, Wei-Yin Loh, 2020, Emerging Topics in Statistics and Biostatistics.

Identification of drug-specific pathways based on gene expression data: application to drug induced lung injury.

Julio Saez-Rodriguez, Theodore Sakellaropoulos, Leonidas G Alexopoulos, 2015, Integrative biology : quantitative biosciences from nano to macro.

Bounds on AREs for Restricted Classes of Distributions Defined Via Tail-Orderings

Wei-Yin Loh, W. Loh, Wei-Yin Loh, 1984 .

Generalized Regression Trees ( Statistica Sinica 1995 , v .

W. Loh, P. Chaudhuri, Wen-da Lo, 1995 .

Enhancing the effectiveness of smoking treatment research: conceptual bases and progress.

Megan E. Piper, Robin Mermelstein, Wei-Yin Loh, 2016, Addiction.

Bias and variance reduction in estimation of model dimension

W. Loh, Xiaodong Zheng, Wei-Yin Loh, 1994 .

Improved Estimators for Ratios of Variance Components

W. Loh, 1986 .

Split Selection Methods for Classication Trees Published in Statistica Sinica, 1997, Vol. 7, pp. 815{840

Wei-Yin Loh, Yu-Shan Shih, W. Loh, 1997 .

Variable importance scores pdf

Peigen Zhou, Wei-Yin Loh, W. Loh, 2021, Journal of Data Science.

Identification of active contrasts in unreplicated factorial experiments

W. Loh, Wei-Yin Loh, 1992 .

Pointwise Versus Uniform Robustness of Some Largesample Tests and Confidence Intervals

E. Lehmann, W. Loh, Wei-Yin Loh, 2012 .

Classiﬁcation and regression trees

W. Loh, Wei-Yin Loh, Wei-Yin Loh, 2022 .

Tree-Structured Classifier

Wei-Yin Loh, W. Loh, Wei-Yin Loh, 2009, Encyclopedia of Database Systems.

Implementing Clinical Research Using Factorial Designs: A Primer.

Megan E. Piper, W. Loh, L. Collins, 2017, Behavior therapy.

Smoking Cessation and the Risk of Diabetes Mellitus and Impaired Fasting Glucose: Three-Year Outcomes after a Quit Attempt

Megan E. Piper, W. Loh, M. Fiore, 2014, PloS one.

STAT/ME 424 XLISPSTAT Quickstart

Wei-Yin Loh, W. Loh, 2001 .

STAT/ME 424 and EPD 690 XLISPSTAT Quickstart

Wei-Yin Loh, W. Loh, 2000 .

Bounds on AREs of Tests Following Box-Cox Transformations

W. Loh, Hanfeng Chen, Wei-Yin Loh, 1992 .

A New Method for Testing Separate Families of Hypotheses

W. Loh, Wei-Yin Loh, 1985 .

A Framework for Measuring Differences in Data Characteristics

Johannes Gehrke, Raghu Ramakrishnan, Venkatesh Ganti, 2002, J. Comput. Syst. Sci..

Testing multivariate normality by simulation

W. Loh, Wei-Yin Loh, 1986 .

A CONSISTENT VARIABLE SELECTION CRITERION FOR LINEAR MODELS WITH HIGH-DIMENSIONAL COVARIATES

Xiaodong Zheng, Wei-Yin Loh, W. Loh, 1997 .

MISSING DATA, IMPUTATION AND REGRESSION TREES

W. Loh, Peigen Zhou, Wenwen Zhang, 2020 .

Gender, race, and education differences in abstinence rates among participants in two randomized smoking cessation trials.

Megan E. Piper, W. Loh, D. Bolt, 2010, Nicotine & tobacco research : official journal of the Society for Research on Nicotine and Tobacco.

Integrated Systems Pharmacology Analysis of Clinical Drug-Induced Peripheral Neuropathy

W. Loh, J. Hur, E. Feldman, 2014, CPT: pharmacometrics & systems pharmacology.

Box–Cox Transformations

W. Loh, 2004 .

Predictors of adherence to nicotine replacement therapy: Machine learning evidence that perceived need predicts medication use.

Megan E. Piper, W. Loh, T. Baker, 2019, Drug and alcohol dependence.

BOAT—optimistic decision tree construction

Johannes Gehrke, Raghu Ramakrishnan, Venkatesh Ganti, 1999, SIGMOD '99.

Machine learning models of tobacco susceptibility and current use among adolescents from 97 countries in the Global Youth Tobacco Survey, 2013-2017

W. Loh, Danielle E. McCarthy, Nayoung Kim, 2021, PLOS global public health.

Are tobacco dependence and withdrawal related amongst heavy smokers? Relevance to conceptualizations of dependence.

W. Loh, T. Baker, D. Bolt, 2012, Journal of abnormal psychology.

Identifying effective intervention components for smoking cessation: a factorial screening experiment.

Megan E. Piper, W. Loh, L. Collins, 2016, Addiction.

Introduction to the Multiphase Optimization Strategy (MOST)

Linda M. Collins, David L. Fraser, Daniel M. Bolt, 2014 .

Toward precision smoking cessation treatment I: Moderator results from a factorial experiment.

W. Loh, L. Collins, M. Fiore, 2017, Drug and alcohol dependence.

Tobacco withdrawal components and their relations with cessation success

Megan E. Piper, Daniel M. Bolt, Timothy B. Baker, 2011, Psychopharmacology.

A machine learning analysis of correlates of mortality among patients hospitalized with COVID-19

W. Loh, T. Baker, D. Bolt, 2023, Scientific Reports.

Application of box-cox transformations to discrimination for the two-class problem

Wei-Yin Loh, W. Loh, Peng Qu, 1992 .

Consistency of the bootstrap for the ransformed two-sample t-test

W. Loh, Hanfeng Chen, Wei-Yin Loh, 1991 .

Prediction interval estimation in transformed linear models

Richard A. Johnson, W. Loh, I. Yeo, 2001 .

Partially-adaptive robust estimators of location via exponential embedding

Wei-Yin Loh, W. Loh, Wei-Yin Loh, 1984 .

A New Generalization of the Class of NBU Distributions

Wei-Yin Loh, W. Loh, 1984, IEEE Transactions on Reliability.

On Bootstrap Tests of Hypotheses

Wei-Yin Loh, Wei Zheng, W. Loh, 2009 .

A note on the geometry of kullback-leibler information numbers

W. Loh, 1985 .

Bias and convergence rate of the coverage probability of prediction intervals in Box–Cox transformed linear models

W. Loh, K. Cho, 2006 .

Quantifying SST errors from an OGCM in relation to atmospheric forcing variables

W. Loh, H. Hurlburt, A. Wallcraft, 2009 .

Subgroup identification for precision medicine: A comparative review of 13 methods

Wei-Yin Loh, Peigen Zhou, Luxi Cao, 2019, Wiley Interdiscip. Rev. Data Min. Knowl. Discov..

Uniform robustness against nonnormality of the t and f tests

W. Loh, Hanfeng Chen, Wei-Yin Loh, 1990 .

Classification and Regression Tree Methods

Wei-Yin Loh, W. Loh, Wei-Yin Loh, 2008 .

A Hybrid Tree Approach to Modeling Alternate Route Choice Behavior With Online Information

Bin Ran, Fan Yang, Chanyoung Lee, 2010, J. Intell. Transp. Syst..

Uncertainty Reduction in Multi-Evaluator Decision Making

Awad S. Hanna, Mounir El Asmar, Wei-Yin Loh, 2012, J. Comput. Civ. Eng..

Tree-Structured Methods for Prediction and Data Visualization

Wei-Yin Loh, W. Loh, 2009 .

Variable Selection for Classification and Regression in Large p, Small n Problems

Wei-Yin Loh, W. Loh, Wei-Yin Loh, 2012 .

Identification of subgroups with differential treatment effects for longitudinal and multiresponse variables

Haoda Fu, Wei-Yin Loh, Menggang Yu, 2016, Statistics in medicine.

Extrapolation errors in linear model trees

Wei Zheng, Chien-Wei Chen, Wei-Yin Loh, 2007, TKDD.

Regression by Parts: Fitting Visually Interpretable Models with GUIDE

Wei-Yin Loh, W. Loh, 2008 .

Asymptotic theory for Box–Cox transformations in linear models

Richard A. Johnson, W. Loh, I. Yeo, 2001 .