Dirichlet-Multinomial Regression [PDF]
In this paper we provide a Random-Utility based derivation of the Dirichlet-Multinomial regression and posit it as a convenient alternative for dealing with overdispersed multinomial data.
Paulo Guimaraes, Richard Lindrooth
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Consumer attitudes, willingness to pay and hedonic evaluations of innovative legume gnocchi products
Journal of the Science of Food and Agriculture, Volume 105, Issue 5, Page 2867-2878, 30 March 2025.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
Determinants of livelihood diversification in rural rain-fed region of Pakistan: evidence from fractional multinomial logit (FMLOGIT) estimation. [PDF]
Environ Sci Pollut Res Int, 2023 Habib N, Rankin P, Alauddin M, Cramb R.
europepmc +1 more source
Discrete choice models, which one performs better? [PDF]
For over the last thirty years the multinomial logit model has been the standard in choice modeling. Development in econometrics and computational algorithms has led to the increasing tendency to opt for more flexible models able to depict more ...
Chang, Jae Bong, Gallardo, Rosa Karina
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People and Nature, EarlyView.Abstract Outdoor recreation is reported to have many positive effects on individuals and communities. However, when recreationists' presence becomes overcrowding, it can cause ecological damage to natural sites while also reducing the benefits of outdoor recreation for recreationists and local communities.
Giacomo Pagot +2 more
wiley +1 more source
Impact of COVID-19 lockdown on the behavior change of cyclists in Lisbon, using multinomial logit regression analysis. [PDF]
Transp Res Interdiscip Perspect, 2022 Costa M, Félix R, Marques M, Moura F.
europepmc +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
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Prenatal Diagnosis, EarlyView.ABSTRACT Objective The first‐trimester anomaly scan (FTAS) allows early detection of fetal structural anomalies. Decisions on timing and scan protocol influence its performance. Understanding how pregnant women and healthcare professionals value these aspects is essential for shaping screening programs.
Eline E. R. Lust +9 more
wiley +1 more source
Older Adults' Choice of Patterns of Outdoor Physical Activity Duration: A Mixed Multinomial Logit Model. [PDF]
Int J Environ Res Public Health, 2021 Liu Z, Huang W, Lu Y, Peng Y.
europepmc +1 more source
Factors affecting the choices of coping strategies for climate extremes: The case of farmers in the Nile Basin of Ethiopia [PDF]
This study adopted the multinomial logit model to analyze factors affecting the choice of coping strategies in response to climate extreme events for the Ethiopian Nile River Basin.
Deressa, Temesgen Tadesse +2 more
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