Regularized Ordinal Regression and the ordinalNet R Package
, 2017 Regularization techniques such as the lasso (Tibshirani 1996) and elastic net (Zou and Hastie 2005) can be used to improve regression model coefficient estimation and prediction accuracy, as well as to perform variable selection.
Hanlon, Bret M. +2 more
core
A Skills Gap Analysis of Farmer Directors of US Farmer Cooperatives
Agribusiness, EarlyView.ABSTRACT Boards of directors are vital to firm performance and are an integral part of the decision‐making process of any business. Several studies have been conducted that observe corporate or nonprofit board characteristics, skills, and the board's connection to firm performance.
Jody S. Herchenbach +5 more
wiley +1 more source
Multinomial logistic regression method for early detection of autism spectrum disorders
Measurement: SensorsA child with autism spectrum syndrome may have diverse personality traits, making it a heterogeneous condition, with cognitive abilities, emotional types, and so on.
D. Jayaprakash, C.S. Kanimozhiselvi
doaj +1 more source
Determinants of Labor Force Potential in Romania [PDF]
Revista Română de Statistică, 2015 In this research study there were applied Multinomial Logistic Regression models to examine the socio-economic factors that were responsible conducting individuals to be part of the employment or not.
Silvia Pisică, Nicoleta Caragea
doaj
Multinomial Logistic Regression Model for Predicting Driver’s Drowsiness Using Only Behavioral Measures [PDF]
, 2015 Atsuo Murata, Kensuke Naitoh
openalex +1 more source
enetLTS: Robust and Sparse Methods for High DimensionalLinear, Binary, and Multinomial Regression [PDF]
, 2023 Fatma Sevinç Kurnaz, Peter Filzmoser
openalex +1 more source
UTILIZING MULTINOMIAL LOGISTIC REGRESSION FOR DETERMINING THE FACTORS INFLUENCING BLOOD PRESSURE
Science Journal of University of ZakhoThe aim of this study is to investigate the practical application of the Multinomial (many explanatory variables and many categories) Logistic Regression (MLR) model, which is a fundamental tool for analyzing not only for scale data but also for ...
Azad A. Shareef +2 more
doaj +1 more source
Multinomial logistic regression algorithm for the classification of patients with parkinsonisms
EJNMMI ResearchBackground Accurate differential diagnosis of neurodegenerative parkinsonisms is challenging due to overlapping early symptoms and high rates of misdiagnosis.
Eva Štokelj +4 more
doaj +1 more source
AnimalsThis study investigates the behavioural differences between neutered and intact dogs. A total of 230 questionnaires of neutered (n = 115) and intact (n = 115) mixed-breed male dogs were collected.
Carina A. Kolkmeyer +2 more
doaj +1 more source
Predictors of singleton preterm birth using multinomial regression models accounting for missing data: A birth registry-based cohort study in northern Tanzania. [PDF]
PLoS One, 2021 Mboya IB +3 more
europepmc +1 more source