• Proceedings of the Korean Statistical Society Conference
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• 2001.11a
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• pp.89-94
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• 2001

In this study we focus on variable selection in decision tree growing structure. Some of the splitting rules and variable selection algorithms are discussed. We propose a competitive variable selection method based on Kruskal-Wallis test, which is a nonparametric version of ANOVA F-test. Through a Monte Carlo study we note that CART has serious bias in variable selection towards categorical variables having many values, and also QUEST using F-test is not so powerful to select informative variables under heavy tailed distributions.

• The Journal of the Korea Contents Association
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• v.21 no.2
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• pp.271-279
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• 2021

This study wanted to see if there was a difference in the development of counselors before and after sandplay education analysis and verbal education analysis. Ten people were selected for the sandplay education analysis and the level of counselor development before and after receiving the verbal education analysis, divided into three groups that received the verbal education analysis, and the three groups that received the language education analysis. A nonparametric test, Kruskal-Wallis test, was conducted to identify differences in the results of the pre-parametric test, and a nonparametric test, Wilcoxon signed tank test was conducted to identify differences in the pre-post test results. Studies have shown that there is a statistically significant difference in the overall development of counselors and in case of case, in the whole of sandplay education analysis groups, while those that received verbal education analysis and those that did not receive education analysis do not have a statistically significant difference in the level of counselors development. This study is meaningful as it proves that sand play education analysis is effective in the development of counselors.

• Journal of Animal Environmental Science
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• v.16 no.1
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• pp.29-40
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• 2010

The purpose of the study is to review current studies for economic values on livestock products produced by animal welfare. In order to review the topic, published research papers and reports were reviewed in the world. As the result of the study, the studies for the topic are not researched actively. The main ideas for the studies were consumer survey on meats and egg. Data were questionnaire, Lexis-Nexis databases, consumptions and prices on meats, auction data. Tools for analyses were Random parameters logit and latent class model, WTP analysis, Roterdam model, Pearson's Chi test, Mann-Whitney V-test, Kruskal-Wallis test, structural equation model, regression model, Target-costing, and conjoint analysis.

• The Korean Journal of Nuclear Medicine Technology
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• v.26 no.2
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• pp.32-36
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• 2022

Purpose There are reports that the COVID-19 vaccine causes false positive uptake of axillary lymph nodes. Therefore, this paper intends to evaluate the change in SUVmax of axillary lymph nodes with the period after the COVID-19 vaccination. Materials and Methods In 134 breast cancer patients who were tested for ¹⁸F-FDG PET/CT at Severance hospital, 3.7 MBq/kg of ¹⁸F-FDG was intravenously injected and scanned for 2 minutes per bed after 60 minutes. The equipment was Discovery 600 (GE Healthcare, MI, USA). The period was divided into four groups, 0 to 2 weeks, 3 to 6 weeks, 7 to 10 weeks, and 11 weeks or more. SUVmax was measured after checking the uptake of axillary lymph nodes on the ipsilateral side of vaccination and the Kruskal-Wallis test was performed using SPSS Statistics 28 (IBM Corp., Armonk, NY, USA). Results From 0 to 2 weeks groups to 11 weeks or more group, the average of SUVmax was measured in the order of 5.52, 2.85, 1.82, and 1.7. As a result of the Kruskal-Wallis test, there was a significant difference between 0 to 2 weeks group from all other groups (P < 0.05), and there was no significant difference between the remaining three groups. Conclusion The SUVmax of axillary lymph nodes decreased over the period after the COVID-19 vaccination and no significant difference was found after 3 weeks of vaccination. Therefore, it is recommended to record COVID-19 vaccination information before examination.

• The Journal of the Korea Contents Association
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• v.16 no.8
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• pp.169-179
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• 2016

This study used three types of survey, an anxiety for practice, a career decision making self-efficacy, and a career decision level for students majoring in language rehabilitation in college in order to provide an effective guide for practice and career decision. By using 18.0 SPSS statistic package, the data has examined with Mann-Whitney test, Kruskal-Wallis test and Bonferroni test based on student's grade, academic record and practice duration. The result of study is as follows. First, based on grade, students showed significant differences on several subfactors of the anxiety for practice and the level of career decision-making. Second, based on an academic point and practice duration, there were significantly different in several subfactors of the anxiety for practice, the career decision-making self efficacy, the career decision level. Consequently grade, academic record and practice duration influenced student's conception for practice and career.

• Korean Journal of Construction Engineering and Management
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• v.20 no.3
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• pp.122-133
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• 2019

In the construction industry, bidding competitiveness is the most basic and important competence of the company. Bidding competitiveness comes from competitive advantage, but the strategy of the company to capture bidding competitiveness varies with the characteristics of the project. In particular, overseas construction is where uniqueness of the construction industry and the specificity of international business coexist. This study analyzes the bidding success ratio and the level of bidding difficulty by project characteristics with 12,952 overseas construction bidding cases. Consequently, it was found that the bidding success ratio of Middle East and North Africa (MENA) and civil engineering was the lowest in each group of project characteristics, and therefore the level of bidding difficulty is high, respectively. In addition, it was confirmed that the bidding success ratio of small size or short duration project was relatively high, and the bidding success ratio of both the negotiated bidding in the bidding method group and the private sector in the client type group was respectively high. However, Kruskal-Wallis test in contract type and period shows that there is no statistically significant difference in the bidding success ratio by group.

• Journal of Digital Convergence
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• v.16 no.9
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• pp.219-228
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• 2018

The purpose of this study was to examine the influence of ethical values and ethical sensitivity on character in junior and senior nursing students. A total of 356 surveys were analyzed using SPSS version 20. T-test, ANOVA/Kruskal-Wallis test, Pearson correlation coefficients, and stepwise multiple regression analysis were used. The results of the study showed that the main factors influencing character was patient oriented care in ethical sensitivity (${\beta}=0.258$), followed by nurse-colleague relationship among ethical values (${\beta}=0.153$), religion (${\beta}=0.131$), professional responsibility in the ethical sensitivities (${\beta}=0.101$), and the above variables accounted for 43.3% of character (F=44.960, p<.001). This study confirmed that ethical values and ethical sensitivity are important variables affecting character and convergence course integrating above factors needs to be provided for nursing students.

• The Journal of the Society of Korean Medicine Diagnostics
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• v.15 no.3
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• pp.261-270
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• 2011

Objectives: The purpose of our study is to know Temperament & Character of each Eight Constitutions (Hepatonia, Cholecystonia, Pancreotonia, Gastrotonia, Pulmotonia, Colonotonia, Renotonia, Vesicotonia) classified by the short form Eight-constitution medicine questionnaire (ECM-32) test. Methods: We analyzed the result of ECM-32 test and Temperament and Character Inventory (TCI) submitted by 32 patients who had visited the ${\triangle}{\triangle}$ oriental medicine clinic in Nowon-gu, Seoul between September and October at 2011. Results: -The participants were classified as one of Eight Constitutions (3 Hepatonia(9.4%), 7 Cholecystonia, (21.9%), 3 Pancreotonia(9.4%), 0 Gastrotonia(0%), 5 Pulmotonia(15.6%), 4 Colonotonia(12.5%), 6 Renotonia(18.8%), 4 Vesicotonia(12.5%)) by ECM-32. -The seven dimensions of TCI were compared between the different Eight Constitutions using Kruskal-Wallis test. There were significant differences between Hepatonia and Pulmotonia, Hepatonia and Colonotonia, Cholecystonia and Pulmotonia, Pulmotonia and Renotonia, Pulmotonia and Vesicotonia in the Reward Dependence of Temperament dimensions. -The Subsclaes of TCI were compared between the different Eight Constitutions using Kruskal-Wallis test. There were significant differences between Cholecystonia and Pulmotonia, Pulmotonia and Renotonia, Pulmotonia and Vesicotonia in the RD3. There were significant differences between Hepatonia and Cholecystonia, Hepatonia and Pancreotonia, Hepatonia and Pulmotonia, Hepatonia and Renotonia in the RD4. Conclusions: There is not a significant interrelationship between Feature of each Eight Constitutions and Temperament & Character in TCI. This study is meaningful because it is the first study to verify Temperament and Character of Eight Constitutions. Further studies with increased case and improved questionnaire are needed to supplement this research.

• Journal of the Korea Academia-Industrial cooperation Society
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• v.16 no.1
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• pp.593-605
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• 2015

The purpose of this study was to investigate the impact of sense of humor and music on the resilience of elementary school students with general characteristics. The subject were 265 children who were 4th to 6th grade elementary students who lived in Seoul, Gyeongi - do and Gangwon - do. The subject reported their sense of humor, sense of music and resilience on three separate questionnaires. The data were analyzed by means of descriptive statistics and t-test, ANOVA and Kruskal-Wallis test. The results showed an increase in resilience related to the higher income status, young aged mothers and birth order. The elementary students with a sense of humor and music and resilience showed a significant positive correlation with each other. The results of this study can be utilized as a source in the development of programs applying sense of humor and music to improve the resilience of elementary school students.

• The Journal of the Korea Contents Association
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• v.18 no.9
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• pp.696-709
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• 2018

The purpose of this study is to identify the types of subjectivity on communication styles of nursing freshmen by using the Q Methodology, and examine interpersonal relationship anxiety and college adjustment according to communication styles. Participants were 89 nursing freshmen, and data were collected from 7. March to 23. September 2016. Data were analyzed by using PC-QUANL program for communication styles, and using descriptive statistics, Mann-Whitney U test, Kruskal-Wallis test with SPSS windows version 24.0 program for interpersonal relationship anxiety and college adjustment according to communication styles. As a result, 4 communication styles were identified, 'Considerate-empathetic', 'Tense-passive', 'Vulnerable-easily distracted', and 'Facilitative-leading'. 'Tense-passive', 'Vulnerable-easily distracted' showed significantly higher interpersonal relationship anxiety than 'Considerate -empathetic'. 'Considerate-empathetic' showed significantly higher college adjustment than 'Vulnerable-easily distracted'. The result of this study is expected to be used for developing communication educational programs and provide a foundation to improve college adjustment of nursing freshmen.