Results 11 to 20 of about 97,099 (296)
Boosting conditional logit model
Journal of Choice Modelling, 2018 Abstract A componentwise smoothing spline-based boosting procedure is developed for the conditional logit model to estimate the covariate effects nonparametrically. The proposed method can be applied to discrete choice modeling to predict the choice outcomes.
Yin, G, SHI, H
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Multinomial and conditional logit discrete-choice models in demography [PDF]
Demography, 1988 Abstract Although discrete-choice statistical techniques have been used with increasing regularity in demographic analyses, Mcl’adden’s conditional logit model is less well known and seldom used. Conditional logit models are appropriate when the choice among alternatives is modeled as a function of the characteristics of the alternatives,
S D, Hoffman, G J, Duncan
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An axiomatic foundation of conditional logit [PDF]
Economic Theory, 2020 AbstractThis paper considers a decision maker choosing from a set of options when options have multiple real-valued attributes. Assuming DM chooses all options with positive probability, four invariance assumptions are necessary and sufficient for choice probabilities to take McFadden’s conditional logit form: independence of irrelevant alternatives ...
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Econometrics, 2023 Health preference research (HPR) is the subfield of health economics dedicated to understanding the value of health and health-related objects using observational or experimental methods. In a discrete choice experiment (DCE), the utility of objects in a
Maksat Jumamyradov +3 more
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lclogit2: An enhanced command to fit latent class conditional logit models [PDF]
The Stata Journal: Promoting communications on statistics and Stata, 2020 In this article, I describe the lclogit2 command, an enhanced version of lclogit (Pacifico and Yoo, 2013, Stata Journal 13: 625–639). Like its predecessor, lclogit2 uses the expectation-maximization algorithm to fit latent class conditional logit (LCL) models.
Hong Il Yoo
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Journal of Agriculture and Food Research, 2023 Risks, risk management techniques and the willingness to insure poultry farms by poultry farmers in Ghana were explored. Random Parameter Logit (RPL) and Conditional Logit (CL) models were used for the analysis.
Richard Kwasi Bannor +5 more
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Cogent Business & Management, 2022 Studies on involuntary pension participation in general and among farmers, in particular, are scanty. Therefore, this paper aims at investigating cocoa farmers’ awareness of pension schemes as well as assessing their willingness to participate in a cocoa
Richard Kwasi Bannor +7 more
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Journal of Statistical Software, 2017 This paper introduces the package gmnl in R for estimation of multinomial logit models with unobserved heterogeneity across individuals for cross-sectional and panel (longitudinal) data.
Mauricio Sarrias, Ricardo Daziano
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Frontiers in Pediatrics, 2023 PurposeThe aim of this study was to explore parental preferences for the procedural sedation of children in dentistry through a discrete choice experiment (DCE) to inform clinical decisions and oral health management.MethodsBased on literature reviews ...
Jinru Zhuge +5 more
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Moment conditions for dynamic panel logit models with fixed effects [PDF]
Review of Economic Studies, 2020 Abstract This paper investigates the construction of moment conditions in discrete choice panel data with individual-specific fixed effects. We describe how to systematically explore the existence of moment conditions that do not depend on the fixed effects, and we demonstrate how to construct them when they exist.
Weidner, Martin, Honoré, Bo E.
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