The model adaptive space shrinkage (MASS) approach: a new method for simultaneous variable selection and outlier detection based on model population analysis

A new method for wavelength interval selection that intelligently optimizes the locations, widths and combinations of the intervals

(2015) Bai-Chuan Deng et al.   ANALYST

Using variable combination population analysis for variable selection in multivariate calibration

(2015) Yong-Huan Yun et al.   ANALYTICA CHIMICA ACTA

In silicoevaluation of logD7.4and comparison with other prediction methods

(2015) Jian-Bing Wang et al.   JOURNAL OF CHEMOMETRICS

3D-QSAR and docking studies on adenosine A2Areceptor antagonists by the CoMFA method

(2015) E. Pourbasheer et al.   SAR AND QSAR IN ENVIRONMENTAL RESEARCH

A novel variable selection approach that iteratively optimizes variable space using weighted binary matrix sampling

(2014) Bai-chuan Deng et al.   ANALYST

A strategy that iteratively retains informative variables for selecting optimal variable subset in multivariate calibration

(2013) Yong-Huan Yun et al.   ANALYTICA CHIMICA ACTA

Descriptor Selection Methods in Quantitative Structure–Activity Relationship Studies: A Review Study

(2013) Mohsen Shahlaei   CHEMICAL REVIEWS

Model-population analysis and its applications in chemical and biological modeling

(2012) Hong-Dong Li et al.   TRAC-TRENDS IN ANALYTICAL CHEMISTRY

A diagnostic method for simultaneous feature selection and outlier identification in linear regression

(2010) Rajiv S. Menjoge et al.   COMPUTATIONAL STATISTICS & DATA ANALYSIS

Toward better QSAR/QSPR modeling: simultaneous outlier detection and variable selection using distribution of model features

(2010) Dongsheng Cao et al.   JOURNAL OF COMPUTER-AIDED MOLECULAR DESIGN

Simultaneous variable selection and outlier detection using a robust genetic algorithm

(2009) Patrick Wiegand et al.   CHEMOMETRICS AND INTELLIGENT LABORATORY SYSTEMS

Genetic algorithms for simultaneous variable and sample selection in metabonomics

(2008) Rachel Cavill et al.   BIOINFORMATICS

FORWARD SELECTION OF EXPLANATORY VARIABLES

(2008) F. Guillaume Blanchet et al.   ECOLOGY

Simultaneous variable selection and outlier identification in linear regression using the mean-shift outlier model

(2008) Sung-Soo Kim et al.   JOURNAL OF APPLIED STATISTICS

A variable selection method based on uninformative variable elimination for multivariate calibration of near-infrared spectra

(2007) Wensheng Cai et al.   CHEMOMETRICS AND INTELLIGENT LABORATORY SYSTEMS