Results 21 to 30 of about 64,370 (302)

Ridge Estimation for Multinomial Logit Models with Symmetric Side Constraints [PDF]

, 2009
In multinomial logit models, the identifiability of parameter estimates is typically obtained by side constraints that specify one of the response categories as reference category.
Tutz, Gerhard, Zahid, Faisal Maqbool
core   +1 more source

PEMBELAJARAN MESIN UNTUK MENILAI KELAYAKAN KREDIT PROYEK RETROFIT: MULTINOMIAL LOGIT

Akuntansi dan Teknologi Informasi, 2022
Creditworthiness assessment was one of the first areas to apply machine learning techniques in economics. The creditworthiness of retrofit protection was vital for ESCO in determining the credit scoring.
Eka Sudarmaji, Sri Ambarwati, Herlan Herlan   +2 more
doaj   +1 more source

Adequacy of multinomial logit model with nominal responses over binary logit model. [PDF]

, 2011
The aim of this study was to fit a multinomial logit model and check whether any gain achieved by this complicated model over binary logit model. It is quite common in practice, the categorical response have more than two levels.
Midi, Habshah, Rana, Md. Sohel, Sarkar, S.K.   +2 more
core   +1 more source

Multinomial Logit Models for the Austrian Labor Market

Austrian Journal of Statistics, 2016
In this paper we analyze the selection of industry branches by employees in the Austrian labor market. For this purpose we use the standard logit model and the heteroscedastic extreme value model.
Ivan Pryanishnikov, Katarina Zigova
doaj   +1 more source

Modeling enterprise location choice decision behavior

Journal of Transport and Land Use, 2021
This study presents a location choice model that incorporates urban spatial effects for enterprises. A modeling framework is developed to analyze decisions regarding location choice for enterprises using a series of discrete choice models including ...
Nguyen Cao Y
doaj   +1 more source

The consumer’s choice among television displays: A multinomial logit approach

Lecturas de Economía, 2013
The consumer’s choice over a bundle of products depends on observable and unobservable characteristics of goods and consumers. This choice is made in order to maximize utility subject to a budget constraint.
Carlos Giovanni González Espitia , Natalia Serna Borrero   +1 more
doaj   +5 more sources

A warning on separation in multinomial logistic models

Research & Politics, 2018
Oppenheim et al. (2015) provides the first empirical analysis of insurgent defection during armed rebellion, estimating a series of multinomial logit models of continued rebel participation using a survey of ex-combatants in Colombia. Unfortunately, many
Scott J. Cook, John Niehaus, Samantha Zuhlke   +2 more
doaj   +1 more source

Multinomial Logit Model Of Housing Demand In Poland

Real Estate Management and Valuation, 2015
When compared to mature housing markets, little has been done to understand the nature of demand on emerging housing markets in Central and Eastern Europe and to develop testable models for post-socialist economies.
Głuszak Michał
doaj   +1 more source

Fast Estimation of Multinomial Logit Models: R Package mnlogit

Journal of Statistical Software, 2016
We present the R package mnlogit for estimating multinomial logistic regression models, particularly those involving a large number of categories and variables.
Asad Hasan, Zhiyu Wang, Alireza S. Mahani   +2 more
doaj   +1 more source

Categorical data [PDF]

, 2006
A very brief survey of regression for categorical data. Categorical outcome (or discrete outcome or qualitative response) regression models are models for a discrete dependent variable recording in which of two or more categories an outcome of interest ...
Cameron, A. Colin
core   +2 more sources