Logistic regression model
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Reproductive health service (RHS) helps for people to have a delighted and safe sex through their life journey. It enables especially for women to go safely through pregnancy and childbirth and provide couples with the best chance of having a healthy infant. Therefore, this study aimed to identify the significant determinants of RHS utilization among undergraduate regular class students in Assosa University by using advanced methodology.
10p vishanshan 27-06-2024 0 0 Download
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This article studies the influence of macro factors on bankruptcy risk of real estate businesses listed on the Vietnamese stock exchange. By using the Logistic regression model with 53 real estate businesses listed on the Vietnam stock exchange in the period 2012 - 2022, it shows that high GDP growth of the economy reduces the risk of bankruptcy of real estate businesses. Meanwhile, the higher the interest rate, the greater the risk of bankruptcy that real estate businesses face.
6p leminhvu111 07-06-2024 1 0 Download
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The fermentation of cocoa beans is an important part of cocoa processing. Fermentation of cocoa beans increases the quality and price of the beans and the resultant cocoa. Although the fermentation of cocoa beans can increase the quality and income of cocoa farming, few farmers in Indonesia implement this fermentation process. This research therefore, focuses on the way Indonesian farmers assess whether or not to ferment their cocoa beans. A total of 284 cocoa farmers were sampled in Central Sulawesi Indonesia.
5p longtimenosee10 26-04-2024 4 1 Download
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This study aims to identify students' styles of career choices. The second aim is to investigate what factors influence career choice style. The third aim is to determine whether all students of education programs want to become teachers one day. This research model is a relational model that uses multinomial logistic regression.
12p viarnault 25-04-2024 6 2 Download
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This study aims to analyse the relationship between critical thinking and the learning experience provided by instructors through active learning models, specifically Project-based Learning (PjBL) and Simulation-based Learning (SBL), to the potential achievement of academic performance in undergraduate students.
16p viarnault 25-04-2024 2 2 Download
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Fear and anxiety in dentistry are among the factors that hinder access to dental care. This study aimed to assess the level of fear and anxiety regarding dental treatments and related factors.
7p vioraclene 31-03-2024 4 2 Download
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In this study, a logistic regression model is developed to forecast tropical storm (TS) genesis in the Vietnam East Sea from 2012 to 2019. The model incorporates seven potential predictors including dynamic and thermodynamic parameters at formation time retrieved from the WRF-LETKF outputs.
12p viellison 28-03-2024 3 1 Download
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Green logistic considers those actions which can minimize the ecological impact of logistics activities. The purpose of this paper is to examine the impact of green logistics activities on the circular economy indicators of ASEAN. This study has considered four ASEAN members including Malaysia, Indonesia, Thailand, and Singapore, from 2000 to 2015 with yearly observations. For analyzing the relationship between selected factors of green logistics activities and circular economy, three panel models under the title of ordinary least square OLS, fixed effect and random effect was applied.
7p longtimenosee04 06-03-2024 5 1 Download
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Breast cancer incidence is increasing rapidly in Latin America, with a higher proportion of cases among young women than in developed countries. Studies have linked inflammation to breast cancer development, but data is limited in premenopausal women, especially in Latin America.
13p vialfrednobel 23-12-2023 5 3 Download
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The intent of this book is to describe some recent data mining tools that have proven effective in dealing with data sets which often involve uncertain description or other complexities that cause difficulty for the conventional approaches of logistic regression, neural network models, and decision trees. We have organized the material into three parts. Part I introduces concepts. Part II contains chapters on a number of different techniques often used in data mining. Part III focuses on business applications of data mining.
182p haojiubujain08 01-11-2023 9 2 Download
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Cervical cancer is the fourth most frequently diagnosed and found to be the leading cause of cancer death in women, especially in low and middle-income countries. Even though cervical cancer is a preventable disease, its preventive measures have not been equitably implemented across and within different countries; especially in low and middle-income countries, due to different contributing factors.
11p visharma 20-10-2023 3 2 Download
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Ebook "Data mining methods and models" includes content: Dimension reduction methods, regression modeling, multiple regression and model building, logistic regression, naive bayes estimation and bayesian networks, genetic algorithms, case study - modeling response to direct mail marketing,...and other contents.
340p haojiubujain07 20-09-2023 6 3 Download
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Continued part 1, part 2 of ebook "The data science design manual" provides readers with contents including: mathematical models; linear algebra; linear and logistic regression; distance and network methods; machine learning; big data - achieving scale; coda;...
240p tieulangtran 28-09-2023 6 3 Download
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The study analyses the factors that influence consumer decisions on purchasing organic agricultural products in Hanoi. By synthesizing previous research, the authors establish Ordinal Logistic Regression (OLR) through survey questionnaires for 300 consumers in Hanoi in March 2018. The empirical model shows that there are eight factors, which have significantly positive impacts on the consumer decisions to purchase organic agricultural products.
17p tethientran 27-07-2023 10 7 Download
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The research work "Logistic regression for data classification developed in Excel VBA" aims at developing a logistic regression based data classification model. This model method is developed in Excel VBA to ease its practical implementations. The newly developed program has been tested with two basic data classification tasks.
6p nhanchienthien 25-07-2023 7 4 Download
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The study "Forecasting model of Vietnamese consumers’ purchase behavior of domestic products" of the determinants of consumer purchase decisions of domestic goods is necessary in the context of Vietnams’ international integration in order to help domestic firms improve their competitiveness. This study aims to analyze factors influencing Vietnamese consumers’ purchase decision of domestic products based on Binary Logistic regression model.
9p nhanchienthien 25-07-2023 7 5 Download
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The study "Misstatements prediction on financial statements of listed real estate companies on the Vietnam stock market" is based on Positive Accounting theory as well as F-SCORE model. The research data included 56 listed real estate companies on Vietnam stock market during the period from 2010 to 2017. Random Effects Logistic Regression model (Logit REM) is used to estimate this model.
13p nhanchienthien 25-07-2023 7 5 Download
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This research identifies and analyzes factors affecting the efficiency of agricultural land-use models in Hai Lang district, Quang Tri province, with logistic regression. The sample size is 98 households applying and not applying sustainable agricultural land-use models in Hai Ba, Hai Duong, and Hai Que communes.
12p vispiderman 15-06-2023 8 1 Download
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Methods to correct class imbalance (imbalance between the frequency of outcome events and nonevents) are receiving increasing interest for developing prediction models. We examined the effect of imbalance correction on the performance of logistic regression models.
10p vighostrider 25-05-2023 6 2 Download
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This thesis investigates the choice behaviour of first year undergraduate students through proposing and testing a conceptual model. The psychological constructs of personal values, motivation, selection criteria, demographic and socioeconomic factors introduced as underlying drivers provide invaluable insight into the pathways of influence and relationships between student types and their preference towards a particular degree program at a particular university.
321p runthenight04 02-02-2023 4 1 Download