Two‐step hybrid modeling for variable selection and estimation: An application to quantitative structure activity relationship study

Combining principal component and robust ridge estimators in linear regression model with multicollinearity and outlier

(2022) Kingsley Chinedu Arum et al.   CONCURRENCY AND COMPUTATION-PRACTICE & EXPERIENCE

Principal component ridge type estimator for the inverse Gaussian regression model

(2022) Muhammad Nauman Akram et al.   JOURNAL OF STATISTICAL COMPUTATION AND SIMULATION

A new improved Liu estimator for the QSAR model with inverse Gaussian response

(2022) Muhammad Nauman Akram et al.   COMMUNICATIONS IN STATISTICS-SIMULATION AND COMPUTATION

Liu regression after random forest for prediction and modeling in high dimension

(2022) Mohammad Arashi et al.   JOURNAL OF CHEMOMETRICS

QSAR study of unsymmetrical aromatic disulfides as potent avian SARS-CoV main protease inhibitors using quantum chemical descriptors and statistical methods

(2021) Samir Chtita et al.   CHEMOMETRICS AND INTELLIGENT LABORATORY SYSTEMS

SLASSO: a scaled LASSO for multicollinear situations

(2021) Mohammad Arashi et al.   JOURNAL OF STATISTICAL COMPUTATION AND SIMULATION

Accelerating Big Data Analysis through LASSO-Random Forest Algorithm in QSAR Studies

(2021) Fahimeh Motamedi et al.   BIOINFORMATICS

On the jackknife Kibria-Lukman estimator for the linear regression model

(2021) Fidelis Ifeanyi Ugwuowo et al.   COMMUNICATIONS IN STATISTICS-SIMULATION AND COMPUTATION

Modified jackknife Kibria–Lukman estimator for the Poisson regression model

(2021) Henrietta Ebele Oranye et al.   CONCURRENCY AND COMPUTATION-PRACTICE & EXPERIENCE

Shrinkage Estimation Strategies in Generalised Ridge Regression Models: Low/High‐Dimension Regime

(2020) Bahadır Yüzbaşı et al.   INTERNATIONAL STATISTICAL REVIEW

QSAR modeling for the ozonation of diverse organic compounds in water

(2020) Yu Huang et al.   SCIENCE OF THE TOTAL ENVIRONMENT

3D-QSAR Study of the Chalcone Derivatives as Anticancer Agents

(2020) Larbi ElMchichi et al.   Journal of Chemistry

A Comparison of Random Forest Variable Selection Methods for Classification Prediction Modeling

(2019) Jaime Lynn Speiser et al.   EXPERT SYSTEMS WITH APPLICATIONS

Modified ridge‐type estimator to combat multicollinearity: Application to chemical data

(2019) Adewale F. Lukman et al.   JOURNAL OF CHEMOMETRICS

A deep learning-based multi-model ensemble method for cancer prediction

(2018) Yawen Xiao et al.   COMPUTER METHODS AND PROGRAMS IN BIOMEDICINE

Liu-type estimator for the gamma regression model

(2018) Zakariya Yahya Algamal et al.   COMMUNICATIONS IN STATISTICS-SIMULATION AND COMPUTATION

Penalized logistic regression with the adaptive LASSO for gene selection in high-dimensional cancer classification

(2015) Zakariya Yahya Algamal et al.   EXPERT SYSTEMS WITH APPLICATIONS

High-dimensional QSAR prediction of anticancer potency of imidazo[4,5-b]pyridine derivatives using adjusted adaptive LASSO

(2015) Zakariya Yahya Algamal et al.   JOURNAL OF CHEMOMETRICS

Applying particle swarm optimization-based decision tree classifier for cancer classification on gene expression data

(2014) Kun-Huang Chen et al.   APPLIED SOFT COMPUTING

Classification methods for high-dimensional genetic data

(2014) Jan Kalina   Biocybernetics and Biomedical Engineering

Analysis of High-Dimensional Structure-Activity Screening Datasets Using the Optimal Bit String Tree

(2013) Ke Zhang et al.   TECHNOMETRICS