The multinomial logistic regression model for predicting the discharge status after liver transplantation: estimation and diagnostics analysis. [PDF]
J Appl Stat, 2020 The multinomial logistic regression model (MLRM) can be interpreted as a natural extension of the binomial model with logit link function to situations where the response variable can have three or more possible outcomes. In addition, when the categories
Hashimoto EM +4 more
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Sparse Multinomial Kernel Logistic Regression [PDF]
Communications for Statistical Applications and Methods, 2008 Multinomial logistic regression is a well known multiclass classification method in the field of statistical learning. More recently, the development of sparse multinomial logistic regression model has found application in microarray classification, where explicit identification of the most informative observations is of value.
Joo-Yong Shim +2 more
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Prevalence and determinants of unmet need for family planning among married women in Ghana-a multinomial logistic regression analysis of the GDHS, 2014. [PDF]
Contracept Reprod Med, 2019 BackgroundDocumentary evidence points to high unmet need for family planning across sub-Saharan Africa. Modern contraceptive use has been staggering over decades with unacceptable marginal increases given that one in three women still report unmet need ...
Wulifan JK +6 more
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Awareness Level of Business Students regarding Drinking Water Safety and Associated Adulteration Accidents: A Multinomial Logistic Regression Approach. [PDF]
J Environ Public Health, 2022 Zahid RMA +4 more
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Determinants of place birth: a multinomial logistic regression and spatial analysis of the Ethiopian mini demographic and health survey data, 2019. [PDF]
BMC Pregnancy Childbirth, 2022 Gudayu TW.
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Sustainability, 2023 The sustainable development goals “Good health and well-being” and “Sustainable cities and communities” of the United Nations and World Health Organization, alert governments and researchers and raise awareness about road safety problems and the need to ...
Adriana Vieira +2 more
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Multinomial Logistic Regression Algorithms via Quadratic Gradient [PDF]
arXiv.org, 2022 Multinomial logistic regression, also known by other names such as multiclass logistic regression and softmax regression, is a fundamental classification method that generalizes binary logistic regression to multiclass problems.
Jonathan Z. Chiang
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Determinants of communication on sexual issues between adolescents and their parents in the Adaklu district of the Volta region, Ghana: a multinomial logistic regression analysis. [PDF]
Reprod Health, 2022 Klu D +7 more
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Health insurance risk classification using multinomial logistic regression
International Journal of Computer Engineering and Data Science, 2023 In a health insurance portfolio, not all policyholders possess similar risk levels; specific individuals exhibit higher risk than others. Consequently, it might appear inequitable to impose the same premium on everyone.
Fatima EL KASSIMI +2 more
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Random effect based tests for multinomial logistic regression in genetic association studies. [PDF]
Genet Epidemiol, 2021 He Q, Liu Y, Liu M, Wu MC, Hsu L.
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