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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
doaj +1 more source
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
core +2 more sources
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
doaj +1 more source
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
openaire +3 more sources
Assessment of abnormally low tenders: a multinomial logistic regression approach
Technological and Economic Development of Economy, 2017 This study was performed in order to reveal factors affecting abnormally low tenders (ALTs) and to minimize negative effects of them. A thorough literature review was carried out to observe past research about the reasons of and possible solutions to ...
Murat Gunduz, H. Volkan Karacan
doaj +1 more source
Distributed multinomial regression [PDF]
, 2015 This article introduces a model-based approach to distributed computing for multinomial logistic (softmax) regression. We treat counts for each response category as independent Poisson regressions via plug-in estimates for fixed effects shared across ...
Taddy, Matt
core +2 more sources
Water, 2020 Risk of flash floods is currently an important problem in many parts of Vietnam. In this study, we used four machine-learning methods, namely Kernel Logistic Regression (KLR), Radial Basis Function Classifier (RBFC), Multinomial Naïve Bayes (NBM), and ...
B. Pham +11 more
semanticscholar +1 more source
High Dimensional Classification with combined Adaptive Sparse PLS and Logistic Regression [PDF]
, 2017 Motivation: The high dimensionality of genomic data calls for the development of specific classification methodologies, especially to prevent over-optimistic predictions. This challenge can be tackled by compression and variable selection, which combined
Durif, G. +5 more
core +3 more sources
Current Research in Environmental Sustainability, 2021 Agriculture is the mainstay of the majority of the rural population of Sikkim. Due to adverse geographical location and difficult terrain, the prospect of expansion of area under cultivation is limited. Only 11% of land is under agriculture on which more
Pawan Kumar, Suresh Chand Rai
doaj +1 more source
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
core +1 more source