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Sequential change-point detection in a multinomial logistic regression model
Open Mathematics, 2020 Change-point detection in categorical time series has recently gained attention as statistical models incorporating change-points are common in practice, especially in the area of biomedicine.
Li Fuxiao, Chen Zhanshou, Xiao Yanting
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Multinomial logistic regression in workers’ health [PDF]
AIP Conference Proceedings, 2017 In European countries, namely in Portugal, it is common to hear some people mentioning that they are exposed to excessive and continuous psychosocial stressors at work. This is increasing in diverse activity sectors, such as, the Services sector. A representative sample was collected from a Portuguese Services’ organization, by applying a survey ...
Grilo, L. M. +3 more
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Grid multi-category response logistic models. [PDF]
, 2015 BackgroundMulti-category response models are very important complements to binary logistic models in medical decision-making. Decomposing model construction by aggregating computation developed at different sites is necessary when data cannot be moved ...
Jiang, Wenchao +5 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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Multinomial Inverse Regression for Text Analysis [PDF]
, 2013 Text data, including speeches, stories, and other document forms, are often connected to sentiment variables that are of interest for research in marketing, economics, and elsewhere.
Taddy, Matt
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Biomarker Detection in Association Studies: Modeling SNPs Simultaneously via Logistic ANOVA [PDF]
, 2014 In genome-wide association studies, the primary task is to detect biomarkers in the form of Single Nucleotide Polymorphisms (SNPs) that have nontrivial associations with a disease phenotype and some other important clinical/environmental factors. However,
Hu, Jianhua +2 more
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Decision model about condom use: a multinomial logistic regression.
Tempus Actas de Saúde Coletiva, 2016 This work aims to present a study strategy to assist the decision making process about self-efficacy on condom use by multinomial logistic regression. The data analyzed refers to a sample composed of 1260 Brazilians, of which 36% reported always using ...
Isis Milane Batista de Lima +4 more
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Smallholder milk-quality awareness in Indonesian dairy farms
Journal of Dairy Science, 2023 : In most low- and middle-income countries, milk is produced by smallholders, thereby contributing to the livelihood of their households. With the increasing importance of milk production in these countries, it is essential that milk quality is of a high
Achmad Fadillah +6 more
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A General Approach for the Analysis of Habitat Selection [PDF]
, 2007 Investigating habitat selection of animals aims at the detection of preferred and avoided habitat types as well as at the identification of covariates influencing the choice of certain habitat types.
Knauer, Felix +2 more
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Urban Noise Analysis Using Multinomial Logistic Regression [PDF]
Journal of Transportation Engineering, 2016 AbstractThe research uses a database of urban noise data collected continually from April 2013 to March 2014 at 10 sites in Dublin, Ireland. The first objective of the paper is to investigate if the morning daily noise level peak is related to transport characteristics of households, such as car ownership levels, the mode by which people travel to work,
O'MAHONY, MARGARET, GERAGHTY, THOMAS
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