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Showing 1 to 7 of 7 for “"multinomial logit regression"”.
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Investigating the determinants of access to health care services in Namibia
… health care services in Namibia. The probit and multinomial logit regression analysis were used to estimate the effect of household/individual and community characteristics on access to health care services and health care provider choice in Namibia. The study finds that household income, gender, …
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Korean Electoral Behavior: The 1992 and 1997 Presidential Elections
… from the Korean Social Science Data Center a multinomial logit regression was used in the candidate choice model. It shows that Korean voters selected their candidates mainly in terms of interest in the elections, age, orientation toward the governing or opposition parties, the regional …
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Modelling factors affecting the severities of injury from motor vehicle traffic crashes in Namibia using the 2009-2016 National Road Safety Council data
… in the final model. Ordered logistic and multinomial logistic regression models were then used to assess selected variables included in the final model. Factors found to be significantly associated with fatal/serious MVTC injuries when compared with slight injuries in the fitted …
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Implementation constraints of spatial planning tools for disaster risk reduction in informal settlements: A case of Mopani District, South Africa
… risks. Exploratory Factor Analysis (EFA) and Multinomial Logit Regression (MLR) were employed to determine spatial planning disaster risk drivers. The use of Expert choice and Microsoft Excel software were applied in the SWOT-TOWS Analytical Hierarchical Process to determine the constraints of …
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Targeting uptake of exercise-promoting structured patient education intervention: foundational research and process description of a discrete choice experiment to understand perceived intervention utility and design preferences for men with prostate cancer
… have not reflected their preferred choice. The Multinomial Logit Regression was chosen to determine the main effect of the five attributes (the independent variables) on the choice alternatives (the dependent variables) upon when the discrete choice experiment is implemented. Overall, nine …
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Modeling land-cover change in the Amazon using historical pathways of land cover change and Markov chains. A case study of Rondõnia, Brazil
… level. The survey data is used to perform a multinomial logit regression model to predict the LC class of each pixel. In order to compare the explanatory and predictive capacity of both modeling approaches, LCC predictions at the pixel level are summarized in terms of percentage of cells in …
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Dynamics of firm-level export diversification in Botswana
… between firm export size and diversification, a Multinomial logit regression approach is adopted. This technique is used to estimate the predicted probabilities of moving between different product-destination categories as a firm grows in export value. The results reveal nonlinearities in the …