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Exam PA ISLR??? python ????? ???? ?? ?? ?? ???? ?? ???? case study ???

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"Binary Logistic Regression Model" ???? 301-320 / 656?

ICT ????? ?��? R&D??? ??????? ??? ??: ???????? ??? ???? (The Effect on Technology Innovation Performance of Private-Public R&D Cooperation of ICT SMEs: Focused on Collaboration with Government-funded Research Institutes)

research model using binary logistic regression analysis. First, internal R&D investment and preferences ... ??? ??? ??? ??? ???? ??(Binary Logistic Model)?? ?????. ?? ??, ??? ??? ????? ??? ??? ???????? R&D??

?? | 12??? | ?? | ??? 2025.06.10 | ??? 2025.06.16

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??? ??? ???? ?? ?? ??? ??? ???? ?? ?? (Satisfaction Gaps among Physicians, Nurses, and Patient Family in the Emergency Department)

ervice were identified by ordinal logistic regression models. Results: There were statistically sign ... regression models.Results: There were statistically significant gaps among physicians, nurses, and ... factors associated with satisfaction of emergency medical service were identified by ordinal logistic

?? | 7??? | ?? | ??? 2025.06.01 | ??? 2025.06.05

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Effect of Corporate Social Responsibility on Willingness to Pay Premium of Coffee Service using Triple Bottom Line theory (Effect of Corporate Social Responsibility on Willingness to Pay Premium of Coffee Service using Triple Bottom Line theory)

test, multiple regression and binary logistic regression analysis. Regarding the results ... , multiple regression and binary logistic regression analysis. Regarding the results, environmental CSR

?? | 16??? | ?? | ??? 2025.06.20 | ??? 2025.06.27

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???????(DSOM)? ??? ??? ???, ??? ??? ???? �� ?? (A Study on Oriental Medical Factors of Teenagers' Menstrual Disorders Based on DSOM)

regression model. Logistic regression analysis indicate as follows.Results:1. In comparison with dysmenorrhea ... the pathogenic factor of DSOM which effect dysmenorrhea and menorrhagia using regression model ... . Logistic regression analysis indicate as follows. Results:1. In comparison with dysmenorrhea, Qi

?? | 17??? | ?? | ??? 2025.06.17 | ??? 2025.06.26

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Associations between depressed mood with negative health behaviors of Koreans during the COVID-19 pandemic (Associations between depressed mood with negative health behaviors of Koreans during the COVID-19 pandemic)

, using proportional samples of Korean adults and a logistic regression model was used to assess the ... a logistic regression model was used to assess the association. As a result, negative changes of

?? | 10??? | ?? | ??? 2025.05.24 | ??? 2025.05.27

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????? ????? ????? ?? ???? ?? (Impact Factors of Korean Women's Cesarean Section according to Ecological Approach)

STATA 10.0 and hierarchical logistic regression with SPSS/WIN 12.0. Results: The range of cesarean s ... logistic regression with SPSS/WIN 12.0. Results: The range of cesarean section rate was 28.8~44.7% with ... increasing in choice of cesarean section. According to the ecological model, age of mother (OR=1.08), time

?? | 9??? | ?? | ??? 2025.05.28 | ??? 2025.06.04

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Correlation between Social Activities and the Physical Characteristics of Urban Parks: - Urban Parks in Bandung, Indonesia (Correlation between Social Activities and the Physical Characteristics of Urban Parks: - Urban Parks in Bandung, Indonesia)

and ordinal logistic regression model were used in the research. In the statistical analysis, among ... regression model were used in the research. In the statistical analysis, among various elements ... urban parks based on the case of Bandung, Indonesia. The behavior mapping method and ordinal logistic

?? | 16??? | ?? | ??? 2025.06.20 | ??? 2025.06.27

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The Determinants of Youth Clubs�� Sustainability in Fiji (The Determinants of Youth Clubs�� Sustainability in Fiji)

tatistical analyses including a logistic regression model that membership, leadership and socio-economic ... various statistical analyses including a logistic regression model that membership, leadership and socio ... trongly consider to be sustainable. According to this logistic regression, adoption of enterprising s

?? | 25??? | ?? | ??? 2025.05.24 | ??? 2025.05.26

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??? ????? ????? ?? ? 6?? ???? ?? (Factors associated with success of smoking cessation for 6 months at smoking-cessation clinic of public health center in urban area)

.Multiple logistic regression model was used to find the factors associated with success of smoking c ... logistic regression model was used to find the factors associated with success of smoking cessation ... months from a multiple logistic regression analysis. The lower socio-economic smokers such as

?? | 14??? | ?? | ??? 2025.05.26 | ??? 2025.06.04

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??? ???? ???? ???? ???? ?? ???? ??? ??? ??? ?? ???? (Initial risk factors associated with in-hospital mortality after surgery in adult patients admitted to emergency department with gastrointestinal perforation)

. A multivariate logistic regression model was used to evaluate the risk factors associated with in ... of the GIP patients were obtained. A multivariate logistic regression model was used to evaluate ... urvived. Multivariate logistic regression analysis revealed female, underlying chronic renal failure

?? | 7??? | ?? | ??? 2025.06.01 | ??? 2025.06.05

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???? ?????? ? ??? ????? ????????? ??? ?? (Effect of Oral Health Knowledge and Attitude of Caregivers on Oral Health Management of Elderly Inpatients)

tatistically significant(p ... egivers was all confirmed statistically significant(p ... descriptive statistics analysis, chi-squared analysis and logistic regression analysis by using SPSS 23.0

?? | 14??? | ?? | ??? 2025.06.03 | ??? 2025.06.06

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Diagnostic Value of Carcinoembryonic Antigen in Ascites for Colorectal Cancer with Peritoneal Carcinomatosis (Diagnostic Value of Carcinoembryonic Antigen in Ascites for Colorectal Cancer with Peritoneal Carcinomatosis)

logistic regression model.Results: The optimal cut-off value of aCEA to diagnose CRC with ... was evaluated using a logistic regression model. Results: The optimal cut-off value of aCEA to ... logistic regression analysis showed that aCEA was an independent factor predicting the occurrence of

?? | 6??? | ?? | ??? 2025.06.05 | ??? 2025.06.09

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??????? ??? ????? ?????? ??? ????? ??? ???? ?? (Prediction of Complicated Acute Cholecystitis During Emergency Department Stay)

univariate analyses were included in binary logistic regression analysis for prediction of c ... logistic regression analysis for prediction of complicated acute cholecystitis. Results: Age, sex ... acute cholecystitis. Factors showing significance in univariate analyses were included in binary

?? | 6??? | ?? | ??? 2025.06.11 | ??? 2025.06.16

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Service Users�� Perception of Therapeutic Communication in Occupational Therapy (Service Users�� Perception of Therapeutic Communication in Occupational Therapy)

highly associated factor. A binary logistic regression analysis revealed that the collaborating mode ... = .398 ~.602), where the empathizing mode was the most highly associated factor. A binary logistic ... regression analysis revealed that the collaborating mode best predicts whether service users�� needs were

?? | 23??? | ?? | ??? 2025.06.09 | ??? 2025.06.10

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D?? ??? ?????? ?? ? ????? ?????? ?? (The relationship between type D personality, socio-demographic characteristics and risk factors of cardiovascular disease)

by Lim et al.(2011). Descriptive statistics and ��2 test and binary logistic regression were c ... (DS14) development by Lim et al.(2011). Descriptive statistics and ��2 test and binary logistic ... regression were conducted. Results were as follows; 34.8% of the participants were classified as type D

?? | 14??? | ?? | ??? 2025.06.02 | ??? 2025.06.05

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Data Science and Machine Learning in Anesthesiology (Data Science and Machine Learning in Anesthesiology)

reference logistic regression model. The main advantage of ML lies in its ability to deal with many ... predictive performance with the reference logistic regression model. The main advantage of ML lies in ... field of artificial intelligence concerned with developing algorithms and models to perform prediction

?? | 11??? | ?? | ??? 2025.06.09 | ??? 2025.06.10

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??? ??? ?? ???? ?? DNN-SVM ????? ?? (Transfer Learning based DNN-SVM Hybrid Model for Breast Cancer Classification)

proposed model is superior to single models such as logistic regression, DNN, and SVM, and ensemble ... propose a DNN-SVM hybrid model that combines the structure of a deep neural network (DNN) based on ... learning-based proposed model is effective for small training data, has a fast learning speed, and can

?? | 11??? | ?? | ??? 2025.06.05 | ??? 2025.06.09

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???? ?? ???? ????? ?? ??: 3?? ? ?? ????? ???? (A study on the predictive models of marginal companies based on machine learning: Focused on hotels�� financial ratio for three years)

evaluation of marginal companies using classification prediction models like logistic regression, s ... hecking the performance evaluation indicators of each model by year, the logistic regression model was ... upport vector machine (SVM), neural network, decision tree, and Adaboost modeling by setting the

?? | 13??? | ?? | ??? 2025.06.19 | ??? 2025.06.27

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???? ??? ??????? ???? ??? ?? ??? ??? ?? (The Impact of Adolescents' Digital Lifestyle on the Use of Metaverse Services)

Media Panel Survey, a binary logistic regression model was applied to respondents aged 13 to 19 (N

?? | 13??? | ?? | ??? 2025.06.09 | ??? 2025.06.16

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???????????? ??? ??? ?? ??? ???? ?? ?? (Trends in the Prevalence of Health Risk Behaviors among Korean Adolescents, 2005-2009: The Korea Youth Risk Behavior Web-based Survey)

in health risk behaviors.Logistic regression models were used to identify statistically significant ... assessment of secular trends in health risk behaviors. Logistic regression models were used to identify s ... -order time variables were simultaneously entered into the statistical models. Results: There was

?? | 13??? | ?? | ??? 2025.06.13 | ??? 2025.06.17

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