Identification and estimation of thresholds in the fixed effects ordered logit model [PDF]
SSRN Electronic Journal, 2011 This paper proposes a new estimator for the fixed effects ordered logit model. In contrast to existing methods, the new procedure allows estimating the thresholds. The empirical relevance and simplicity of implementation is illustrated in an application on the effect of unemployment on life satisfaction.
Gregori Baetschmann
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Estimation of parametric single index ordered logit model on milk yields [PDF]
Kafkas Universitesi Veteriner Fakültesi Dergisi, 2019 This article aims to determine some important factors affecting the milk yield of Holstein Friesian cows and introduce the use of single index ordered logit model in milk yield studies.
Özge AKKUŞ +3 more
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Residential Difference and Settlement Intention: Based on Ordered Logit Model
Open Journal of Business and Management, 2016 Based on the survey of the National Dynamic Monitoring of the Floating Population of China in 2014, this paper applies ordered logit model to present statistical evidence showing how residential difference can lead to variations in the probabilities of settlement of the floating population.
Murong Guo
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Heliyon, 2023 The perception of non-motorists toward autonomous vehicles (AVs) could change or remain the same after hearing about a fatal AV crash. This study aims to discern the differences between non-motorists whose opinions were influenced and those whose views ...
Abimbola Ogungbire +1 more
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Elastic Net Constrained Stereotype Logit Model for Ordered Categorical Data [PDF]
Biometrics & Biostatistics International Journal, 2015 Gene expression studies are of growing importance in the field of medicine. In fact, sub-types within the same disease have been shown to have differing gene expression profiles. Often, researchers are interested in differentiating a disease by a categorical classification indicative of disease progression.
André Williams
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Explaining food insecurity among indigenous households of the Sierra Tarahumara in the Mexican state of Chihuahua [PDF]
Spanish Journal of Agricultural Research, 2017 Numerous studies have analyzed the factors that determine food security and explored the problem from regional or national points of view. However, there has been less research targeting an understanding of the food security problem at the household ...
Otilia-Vanessa Cordero-Ahiman +2 more
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Understand e-bicyclist safety in China: Crash severity modeling using a generalized ordered logit model [PDF]
Advances in Mechanical Engineering, 2018 A thorough crash modeling effort was made to examine e-bicyclists’ injury severity, using a generalized ordered logit model, which can capture the ordinal nature of injury severity and allow for heterogeneity across observations.
Tao Wang +3 more
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High-dimensional genomic feature selection with the ordered stereotype logit model
Briefings in Bioinformatics, 2022 AbstractFor many high-dimensional genomic and epigenomic datasets, the outcome of interest is ordinal. While these ordinal outcomes are often thought of as the observed cutpoints of some latent continuous variable, some ordinal outcomes are truly discrete and are comprised of the subjective combination of several factors.
Anna Eames Seffernick +6 more
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Assets and poverty status dynamics in 5 main regions in Indonesia
Economic Journal of Emerging Markets, 2017 Comparing household expenditure and national poverty line, about 24.78% of households in Indonesia experienced poverty (expenditure below the poverty line) at least once within 14-year period.
Purna Fitria
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Fatal crashes involving vehicles with driver warning systems: Identifying risk factors using a correlated random parameters ordered logit modeling approach [PDF]
HeliyonRecent advancements in vehicular technology are expected to enhance traffic safety by either warning the drivers or by automating the tasks related to driving to reduce the human driver's involvement.
Hardik Gajera, Srinivas S. Pulugurtha
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