Multilevel Logistic Regression
An Original Stepwise Multilevel Logistic Regression Analysis of Discriminatory Accuracy: The Case of Neighbourhoods and Health.
... and multilevel logistic regression analyses are frequently conducted for this purpose [1, 2] [3, 4] [5] ...exponentiated regression coefficients or odds ratios, OR) between specific contextual ...
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Rev. Saúde Pública vol.45 número1
... The multilevel logistic regression analysis took into account inherent data hierarchy: microregions (cluster of neighboring municipalities intended to integrate the organization, planning and ...
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Multilevel modeling of persistence in higher education
... The dropout or evasion rates in higher education are now a social and institutional concern, justifying the implementation of public policies to prevent this phenomenon. These policies need studies on the most ...
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Cad. Saúde Pública vol.33 número9
... a multilevel logistic regression of country-level adolescent fertility on country-level income inequality plus individual-level income and controls to the Demographic and Health Surveys ...
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... The results of the analysis of the multilevel logistic regression between empowerment and caries experience can be seen in Table 3. Although empowerment was not associated with caries experience in ...
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Desempenho discriminatório de variáveis antropométricas na identificação de fragilidade em idosos
... No terceiro artigo, PERFORMANCE OF ANTHROPOMETRIC MEASURES IN PREDICTING FRAILTY IN ELDERLY: LOGISTIC REGRESSION AND ARTIFICIAL NEURAL NETWORK MODELS, buscou- se investigar a[r] ...
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Pesqui. Odontol. Bras. vol.17 número2
... ABSTRACT: This study examined the prevalence of highly and minimally leukotoxic Actinobacillus actinomycetemco- mitans in patients with periodontal disease. Pooled subgingival plaque samples from 136 patients with some ...
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Avaliação de Tecnologia em Saúde: fatores associados ao nível sérico de vancomicina e impacto do ajuste de dose sobre o prognóstico de pacientes adultos internados no Hospital das Clínicas da Faculdade de Medicina de Botucatu
... Information on patients’ weight was available for 224 subjects (43.7%). For this subgroup it was possible to calculate loading dose (median, 28.3mg/Kg; Q, 18.0-25.6) and total daily dose (median 28.2; Q, 18.2-31.7). A ...
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Rev. bras. epidemiol. vol.20 número3
... Poisson regression models with random intercepts were designed to esti- mate associated factors for women and the multiple Poisson regression model or complex sample data was devised for ...the ...
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Risk Factors for Wound Complications Following Abdominoplasty
... Abstract: Problem Statement: Abdominoplasty has become an increasingly popular procedure. Risk factors affecting wound complications of abdominoplasty are not adequately defined in literature. Identification of these ...
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Revisit of Logistic Regression
... In the experimental results on multi-class classifications using various datasets, the proposed methods exhibit favorable performances in terms of classification accuracies and computati[r] ...
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Factors associated with mexican women's familiarity with the purpose of the Pap test
... Unconditional univariate, bivariate, and multivariate logistic regression analyses were carried out, and the data were ad- justed for the variables associated with [r] ...
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Arq. Bras. Cardiol. vol.87 número4
... Methods: Nine hundred and forty six patients with a mean age of 61.04 ± 10.98 years (31 to 91 years of age) underwent stent implantation; 580 were males (61.3%). Procedural success was defined when a patient had at least ...
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Project Work presented as partial requirement for obtaining the Master’s degree in Information Management
... metrics, Regression Stepwise, R package “Boruta”, Spearman correlation analysis, distribution graphs by target variable, as well as basic statistics of all variables are used to select variables ...
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Developing a Referral Protocol for Community-Based Occupational Therapy Services in Taiwan: A Logistic Regression Analysis.
... the regression analysis was to find one or more parsimonious regression models that fit the observed data well enough to estimate the effect or predict the ...the regression analysis, basic ...
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Geographic variation in cardiovascular inflammation among healthy women in the Women's Health Study.
... used multilevel linear regression to estimate state-level variation in inflammatory biomarker patterns adjusted for clinical and lifestyle characteristics among 26,029 women free of ...
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MULTIPLE LOGISTIC REGRESSION MODEL TO PREDICT RISK FACTORS OF ORAL HEALTH DISEASES
... the logistic regression model is an appropriate model, which is a part of generalized linear ...in logistic regression; instead, the logistic regression function is used, which ...
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Importance of agronomic traits in the individual selection process of sugarcane as determined using logistic regression
... As noted by Brasileiro et al. (2015), the use of categorical data for yield components (SD, SH and NS) did not affect the quality of the logistic model. Therefore, due to the ease of classification by the breeder ...
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STORE PATRONAGE: THE UTILITY OF A MULTI-METHOD, MULTI-NOMIAL LOGISTIC REGRESSION MODEL FOR PREDICTING STORE CHOICE
... The model provides detailed comparisons between individual supermarkets at the level of the individual groups, information that is invaluable for obtaining a detailed [r] ...
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Bosque Prous BMC Pub Health 2017 17 1 646
... The results of the multilevel Poisson regression con- firm the findings of the descriptive analysis (Table 2). When adjusted by the control variables (age, gender, mi- grant background and school) and for ...
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