Handling Outliers and Missing Data in Regression Models Using R: Simulation Examples

JOURNAL ARTICLE published 10 September 2020 in Academic Journal of Applied Mathematical Sciences

Authors: Mohamed Reda Abonazel

Detecting Differential Item Functioning Using the Logistic Regression Procedure in Small Samples

JOURNAL ARTICLE published January 2017 in Applied Psychological Measurement

Authors: Sunbok Lee

Technology credit scoring model with fuzzy logistic regression

JOURNAL ARTICLE published June 2016 in Applied Soft Computing

Research funded by National Research Foundation of Korea (NRF) (2013R1A2A1A09004699)

Authors: So Young Sohn | Dong Ha Kim | Jin Hee Yoon

Binary Logistic Regression

BOOK CHAPTER published 2016 in Empirical Modeling and Data Analysis for Engineers and Applied Scientists

Authors: Scott A. Pardo

Ordinal Regression Analysis: Using Generalized Ordinal Logistic Regression Models to Estimate Educational Data

JOURNAL ARTICLE published 1 May 2012 in Journal of Modern Applied Statistical Methods

Authors: Xing Liu | Hari Koirala

Data Analyzing by Attention to Weighted Multicollinearity in Logistic Regression Applicable in Industrial Data

JOURNAL ARTICLE published 10 January 2013 in British Journal of Applied Science & Technology

Authors: Marzieh Shahmandi

Data Analyzing by Attention to Weighted Multicollinearity in Logistic Regression Applicable in Industrial Data

JOURNAL ARTICLE published 10 January 2013 in British Journal of Applied Science & Technology

Authors: Marzieh Shahmandi

Linear programming applied to separation detection in polytomous logistic regression

PROCEEDINGS ARTICLE published 20 December 2021 in Proceeding Series of the Brazilian Society of Computational and Applied Mathematics

Authors: Inácio Andruski Guimarães | Thiago Schinda Bubniak

Logistic regression analysis of incidental-tumor data from animal carcinogenicity experiments

JOURNAL ARTICLE published January 1986 in Fundamental and Applied Toxicology

Authors: G DINSE

Robustness of the Generalized Inverse Regression Estimator against an Outlier

JOURNAL ARTICLE published 1994 in Japanese journal of applied statistics

Authors: Shu YAMADA

Deciphering Digital Social Dynamics: A Comparative Study of Logistic Regression and Random Forest in Predicting E-Commerce Customer Behavior

JOURNAL ARTICLE published 29 January 2024 in Journal of Applied Data Sciences

Scan Statistics for Normal Data with Outliers

JOURNAL ARTICLE published March 2021 in Methodology and Computing in Applied Probability

Authors: Qianzhu Wu | Joseph Glaz

Vibration in dwellings from road and rail traffic — Part II: exposure–effect relationships based on ordinal logit and logistic regression models

JOURNAL ARTICLE published January 2003 in Applied Acoustics

Authors: R. Klæboe | I.H. Turunen-Rise | L. Hårvik | C. Madshus

Robust and efficient subsampling algorithms for massive data logistic regression

JOURNAL ARTICLE published 26 April 2023 in Journal of Applied Statistics

Research funded by National Natural Science Foundation of China (#11471264) | Fundamental Research Funds for the Central Universities (#JBK1806002)

Authors: Jun Jin | Shuangzhe Liu | Tiefeng Ma

A general robust low–rank multinomial logistic regression for corrupted matrix data classification

JOURNAL ARTICLE published August 2023 in Applied Intelligence

Research funded by National Natural Science Foundation of China (62073223) | National Natural Science Foundation of China (11401383)

Authors: Yuyu Hu | Yali Fan | Yan Song | Ming Li

Detecting multiple outliers in regression data using genetic algorithms

PROCEEDINGS ARTICLE published 1995 in Proceedings of the 1995 ACM symposium on Applied computing - SAC '95

Authors: Kelly D. Crawford | Daniel J. Vasicek | Roger L. Wainwright

Identification and classification of multiple outliers, high leverage points and influential observations in linear regression

JOURNAL ARTICLE published 17 February 2016 in Journal of Applied Statistics

Authors: A.A.M. Nurunnabi | M. Nasser | A.H.M.R. Imon

LOGISTIC RIDGE REGRESSION FOR CLINICAL DATA ANALYSIS (A CASE STUDY)

JOURNAL ARTICLE published 12 October 2006 in Applied Ecology and Environmental Research

Authors: E Vágó

Logistic Regression and the Generalized Linear Model

OTHER published 20 April 2021 in Applied Univariate, Bivariate, and Multivariate Statistics Using Python

Logistic Regression Under Sparse Data Conditions

JOURNAL ARTICLE published 25 September 2020 in Journal of Modern Applied Statistical Methods

Authors: David A. Walker | Thomas J. Smith