Personal, environmental and behavioral predictors associated with online fraud victimization among adults. by Vimala Balakrishnan, Umayma Ahhmed, Faris Basheer

“…Hierarchical binary logistic regression results from both the studies were found to be consistent. …”
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Rapid Detection of Hybrid Maize Parental Lines Using Stacking Ensemble Machine Learning by M. Aqil, M. Azrai, M. J. Mejaya, N. A. Subekti, F. Tabri, N. N. Andayani, Rahma Wati, S. Panikkai, S. Suwardi, Z. Bunyamin, E. Roy, M. Muslimin, M. Yasin, E. Prakasa

“…Among all the evaluated CNN architecture and stacking models, Inception V3-embedded images with logistic regression metaclassifier outperformed other models with accuracy of about 98%. …”
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Satisfaction toward Quality of Care and Associated Factors among Patients Admitted to Gambella General Hospital, Gambella Region, Southwest Ethiopia by Natnael Animut, Temesgen Kabeta chala, Waju Beyene Salgedo, Muluneh Getachew Geredew, Bekalu Getachew

“…Data were entered to Epi-data version 4.6 and exported to SPSS V21 for analysis. Binary logistic regression models were fitted to determine statistically significant associations between dependent and independent variables, and multivariable logistic regression with an AOR with a 95% confidence interval was fitted for candidate variables in binary logistic regression, and statistical significance was declared at pvalue < 0.05. …”
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Advanced Machine Learning to Predict Coronary Artery Disease Severity in Patients with Premature Myocardial Infarction by Yu-Hang Wang, Chang-Ping Li, Jing-Xian Wang, Zhuang Cui, Yu Zhou, An-Ran Jing, Miao-Miao Liang, Yin Liu, Jing Gao

“…These groups were further randomly assigned to a training or test set in a ratio of 7:3. Lasso–logistic was initially used to screen out target factors. …”
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Prevalence of neutropenia in the U.S. among reproductive-aged women: a population-based analysis of NHANES 2013–2020 by Junfeng Chen, Shuangna Song, Yiran Li

“…Multivariate logistic regression was performed next, and weighted odds ratios along with the 95% confidence interval values were calculated, which assisted in predicting the prevalence of neutropenia among the female participants. …”
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Latent profile and determinants of self-management behaviors among older adult patients with chronic diseases: a cross-sectional study by Yu Jiao Shao, Xiao Cui Duan, Xue Jun Xu, Hong Yan Guo, Ze Yu Zhang, Shuang Zhao, Fu Zhi Wang, Yong Xia Chen, Qin Chen, Shi Qing Zhang, Xiu Mu Yang

“…Latent profile analysis was conducted using Mplus 8.3, and univariate and multivariate logistic regression analyses were performed using SPSS 26.0.ResultsThree profiles of self-management behaviors emerged: “Low Self-Management” (50.2%), “High Exercise and Cognitive Management” (8.6%), and “Moderate Management with Enhanced Communication” (41.2%). …”
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Inverse association between dietary flavonoid intake and nocturia in middle-aged and older adults from NHANES 2007–2010 by Yu Cai, Ying-Chao Liang, Xin-Yu Hu, Ling Li, De-Liang Liu, Shu-Fang Chu, Hui-Lin Li

“…Weighted multivariate logistic regression and stratified analysis were employed to evaluate the impact of dietary total flavonoid consumption on nocturia. …”
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Prediction of pulmonary function decline in fibrous interstitial lung abnormalities based on quantitative chest CT parameters by Dechun Li, Yingli Sun, Zongjing Ma, Bin Chen, Liang Jin, Ming Li

“…Results Logistic multifactorial regression correlated FVC%pred and bronchial wall thickness (WT) were correlated with fibrous ILA. …”
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Associations of Subjective Social Status with Physical Activity and Body Mass Index across Four Asian Countries by Leah Frerichs, Terry T.-K. Huang, Duan-Rung Chen

“…Cross section data of adult respondents from the nationally representative East Asian Social Survey were used for analyses. Logistic regression stratified by gender was conducted for the first aim, and simple and quadratic logistic regression models were used for the second. …”
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Wood Loss Assessment in Forest of Sal (Shorea robusta) by Heart Rot of Central Terai of Nepal by Shankar Tripathi, Yojana Adhikari

“…For the solid logs, mid diameter and length of the log were measured and volume calculation formula for the cylinder was used to calculate total volume. Logistic regression was performed to identify the relation of total height and diameter with the probability of hollowness presence. …”
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Gender, FT4 levels, T stage, and BMI as predictors of TSH levels in thyroid cancer patients by Sen Zhang, Shuli Niu, Ling Zhou

“…The identification of factors influencing the attainment of expected TSH levels was accomplished through univariate and multivariate logistic regression analyses. Subsequently, we developed a nomogram based on these prognostic factors and performed internal validation using the bootstrap resampling method.ResultsUnivariate and multivariate logistic regression analyses were conducted to analyze the clinical and demographic parameters. …”
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Developing a Preliminary Clinical Prediction Model for Prognosis of Pneumonia Complicated with Heart Failure Based on Metagenomic Sequencing by Rongyuan Yang, Yong Duan, Dawei Wang, Qing Liu

“…Univariate and multivariate logistic regression and LASSO regression analysis were conducted to screen the predictive factors for the prognosis, followed by nomogram construction, ROC curve plot, and internal validation. …”
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Epidemiological and Genome-Wide Association Study of Gastritis or Gastric Ulcer in Korean Populations by Sumin Oh, Sejong Oh

“…However, we confirmed several already-known risk factors and also found some differences of clinical characteristics in each gender using logistic regression. As a result of the logistic regression, a relation with hyperlipidemia, coronary artery disease, myocardial infarction, hyperlipidemia therapy, hypotensive or antihypotensive drug, diastolic blood pressure, and gastritis was seen in males; the results of this study suggest that vascular disease has a potential association with gastritis in males.…”
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THE RELATED OF PERSONAL HYGIENE AND CONTACT FREQUENCY WITH CONTACT DERMATITIS COMPLAINTS IN MOTORBIKE WASHING WORKERS IN JEBRES AND MOJOSONGO SURAKARTA DISTRICTS by Seviana Rinawati, Sri Mustika Wulandari

“…This study used a questionnaire base on the title and analyzing data uses the Somers' test and the Logistic Regression test. Results: The Somers' correlation test results showed a significant relationship between personal hygiene and complaints of contact dermatitis with a p-value of 0.000, the direction of correlation (-), and a correlation coefficient of 0.662. …”
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Prevalence of Asymptomatic Uterine Leiomyoma in Western Turkey and Factors Affecting Myoma Presence by Fatma Nurgul Tasgoz, Nergis Kender Erturk

“…In the multivariate logistic regression analysis, high body mass index, younger age at menarche, and not using oral contraceptives were associated with the presence of fibroids. …”
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Selective Screening Strategies for Gestational Diabetes: A Prospective Cohort Observational Study by Sumaiya Adam, Paul Rheeder

“…A score was derived using multivariate logistic regression. Published scoring systems were tested by deriving ROC curves. …”
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Item Characteristics of National Examination Council’s Economics Multiple-Choice Items: An Item Response Theory Exploration by Yusuf Olayinka Shogbesan

“…The study explored the IRT parameter estimates of Economics multiple-choice items using the 1, 2 and 3 parameter logistic models. The study adopted the explorative research design with a sample size of 1500 senior secondary school III Economics students’ selected using multi-stage sampling procedure. …”
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Prevalence and Associated Factors of Anemia among Breast Cancer Patients Undergoing Chemotherapy: A Prospective Study by Fares M.S Muthanna, Mahmathi Karuppannan, Egbal Abdulrahman, Suriyon Uitrakul, Bassam Abdul Hassan Rasool, Ali Haider Mohammed

“…Mild, moderate, or severe anemia was defined. A chi-squared and logistic regression model were used to assess the effect of demographic and clinical factors on the incidence of anemia and multiple logistic regression analysis was used to evaluate the associations of potential risk factors with the presence of CRA. …”
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Characterizing Heterogeneity in Drivers’ Merging Maneuvers Using Two-Step Cluster Analysis by Gen Li, Lu Sun

“…Seven distributions (Normal, Log-normal, Student’s t, Logistic, Log-Logistic, Gamma, and Weibull) are considered for each cluster and the Kolmogorov-Smirnov test statics are used to select the best fitted distributions. …”
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Rural Households’ Vulnerability to Food Insecurity and Its Determinants in North Shewa Zone of Ethiopia by Debebe Cheber, Fekadu Beyene, Jema Haji, Tesfaye Lemma

“…The factors which influenced vulnerability to food insecurity were analyzed using binary logistic regression model. Accordingly, based on the intensity of their vulnerability, households were grouped as chronic food insecure (43.72%), transient food insecure (12.57%), highly vulnerable-food secure (16.23%), and low vulnerable-food secure (27.49%). …”
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