Results 11 to 20 of about 459,988 (195)

Feature Subset Selection for Ordered Logit Model via Tangent-Plane-Based Approximation

open access: diamondIEICE Trans. Inf. Syst., 2019
SUMMARY This paper is concerned with a mixed-integer optimization (MIO) approach to selecting a subset of relevant features from among many candidates. For ordinal classification, a sequential logit model and an ordered logit model are often employed. For
Mizuho NAGANUMA   +2 more
openalex   +3 more sources

Ordered-logit pedestrian stress model for traffic flow with automated vehicles [PDF]

open access: yes2022 IEEE Intelligent Vehicles Symposium (IV), 2022
An ordered-logit model is developed to study the effects of Automated Vehicles (AVs) in the traffic mix on the average stress level of a pedestrian when crossing an urban street at mid-block.
K. Kamal   +3 more
semanticscholar   +1 more source

Severity analysis of single-vehicle left and right run-off-road crashes using a random parameter ordered logit model

open access: yesTraffic Injury Prevention, 2023
Objectives Single vehicle (SV) run-off-road crashes are a major cause of severe injury and fatality. Such crashes can result in different levels of severity depending on the direction (i.e., left or right) in which the vehicle runs off the road.
Sunday Okafor   +3 more
semanticscholar   +1 more source

A Bayesian generalized rank ordered logit model

open access: hybridJournal of Choice Modeling
Haotian Cheng   +2 more
openalex   +2 more sources

A Generalized Ordered Logit Model to Accommodate Multiple Rating Scales

open access: yesSociological Methods & Research, 2023
Rating scales are ubiquitous in the social sciences, yet may present practical difficulties when response formats change over time or vary across surveys.
M. Gangl
semanticscholar   +1 more source

Determinants of successful entrepreneurship in a developing nation: Empirical evaluation using an ordered logit model

open access: yesJournal of International Students, 2022
Entrepreneurship has always been a crucial issue in the economic development of the countries as it has the ability to enhance standards of living and create wealth, not only for the entrepreneurs but also for related businesses and people.
Niranjan Devkota   +4 more
semanticscholar   +1 more source

feologit: A new command for fitting fixed-effects ordered logit models

open access: yesThe Stata Journal, 2020
In this article, we describe how to fit panel-data ordered logit models with fixed effects using the new community-contributed command feologit. Fixed-effects models are increasingly popular for estimating causal effects in the social sciences because ...
G. Baetschmann   +3 more
semanticscholar   +1 more source

Categorical data [PDF]

open access: yes, 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

A Dynamic Ordered Logit Model With Fixed Effects [PDF]

open access: yesSocial Science Research Network, 2020
We study a fixed-T panel data logit model for ordered outcomes that accommodates fixed effects and state dependence. We provide identification results for the autoregressive parameter, regression coefficients, and the threshold parameters in this model.
Chris Muris, P. Raposo, S. Vandoros
semanticscholar   +1 more source

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