Adequacy of multinomial logit model with nominal responses over binary logit model. [PDF]
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.
Rana, Md. Sohel +2 more
core +1 more source
Lifestyle Factors Associated With Colorectal Adenomas: Results From a Vietnamese Case–Control Study
ABSTRACT Although colorectal cancer (CRC) is the fourth most common cancer in Vietnam, evidence on lifestyle factors associated with colorectal adenomas (CRA) remains limited. We conducted a case–control study to examine lifestyle factors associated with CRA.
Chi Thi‐Du Tran +6 more
wiley +1 more source
Transportation Mode Choice Behavior with Multinomial Logit Model: Work and School Trips
This paper focuses on modeling transportation mode choice for commuting to work and school. The study employs a Multinomial Logit (MNL) model to examine how individuals choose their modes of transportation for work and school trips in Hawassa city ...
Yeshitila Deneke +3 more
doaj +1 more source
Learning Mixed Multinomial Logit Model from Ordinal Data
Motivated by generating personalized recommendations using ordinal (or preference) data, we study the question of learning a mixture of MultiNomial Logit (MNL) model, a parameterized class of distributions over permutations, from partial ordinal or ...
Oh, Sewoong +3 more
core
Heat, Health and Holidays: Reported Heat Related Adjustments to Australian Tourist Behaviour
This study assessed how climate‐related hazards affect Australian tourists' travel planning. While 80% of tourists report no impact, the 20% who do experience disruption most commonly change their activities, timing, or destination, with heat and rain affecting the same proportion of tourists across beach, city, nature, and family tourism types ...
Kerstin K. Zander +7 more
wiley +1 more source
The aim of this work is to examine multinomial logistic models when the response variable can assume three levels, generalizing a previous work of logistic models with binary response variables.
CARLOS CARREÑO, HUMBERTO LLINÁS
doaj
SOCIOECONOMIC INFLUENCES ON LAND USE CHOICE AT WATERSHED LEVEL: A MULTINOMIAL LOGIT ANALYSIS OF LAND USE DISTRIBUTION IN WEST GEORGIA [PDF]
Allocation of fixed proportion of land to developed, forest, agricultural and other land uses in a watershed was modeled as an optimization problem faced by a single user.
Hatch, L. Upton +2 more
core
Consumer attitudes, willingness to pay and hedonic evaluations of innovative legume gnocchi products
Abstract BACKGROUND With growing concerns over the adverse effects of animal‐derived products on health, animal welfare and the environment, the rising popularity of plant‐based foods underscores the importance of understanding consumer preferences and determining acceptance.
Muhammad Adzran Che Mustapa +5 more
wiley +1 more source
Functional traits allow ecologists to synthesise general rules of community assembly. In joint species distribution modelling, traits are increasingly used to explain species–environment relationships, with the intention of being able to generalise predictions to other species in other systems.
Hao Ran Lai +4 more
wiley +1 more source
Efficient conjoint choice designs in the presence of respondent heterogeneity. [PDF]
The authors propose a fast and efficient algorithm for constructing D-optimal conjoint choice designs for mixed logit models in the presence of respondent heterogeneity.
Goos, Peter +2 more
core

