• Title/Summary/Keyword: non-parametric statistics

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Effectiveness of Repeated Marriage Checkups in a Family Center (정례적 결혼검진의 가족센터 적용에 관한 효과성 연구)

  • Park, Woochul
    • Human Ecology Research
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    • v.60 no.1
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    • pp.69-86
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    • 2022
  • The present study examined the effectiveness of repeated marriage checkups at intervals of six months in a Family Center in Seoul. To achieve this, the pilot study protocol (Park, 2019) was adapted, emphasizing strength-based, counseling-oriented approaches. Two couples and family therapists with master's degrees were trained and their practice was monitored to ensure program fidelity. The methods employed for the assessment of marriage checkup were an online survey, a video recording of couple problem-solving, and a clinical interview. A total of 14 couples participated in the 1st checkup, 10 of whom also completed the 2nd checkup. Couples with varying levels of marital satisfaction participated in the program. Descriptive statistics indicated gradual increases over 8-9 months in diverse indices such as marital satisfaction and relationship strength, while other indices fluctuated slightly but converged to higher levels over time. A non-parametric analysis appropriate for small samples demonstrated statistically significant increases over the 8-9 months in marital satisfaction among couples. The current study evidenced the effectiveness of repeated marriage checkups in the Family Center, which is the primary public institution for family policy and services in Korea. Repeated marriage checkups are therefore a promising way to enhance couples' relationship health and improve the family management system of the Family Center.

Application of data driven modeling and sensitivity analysis of constitutive equations for improving nuclear power plant safety analysis code

  • ChoHwan Oh;Doh Hyeon Kim;Jeong Ik Lee
    • Nuclear Engineering and Technology
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    • v.55 no.1
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    • pp.131-143
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    • 2023
  • Constitutive equations in a nuclear reactor safety analysis code are mostly empirical correlations developed from experiments, which always accompany uncertainties. The accuracy of the code can be improved by modifying the constitutive equations fitting wider range of data with less uncertainty. Thus, the sensitivity of the code with respect to the constitutive equations is evaluated quantitatively in the paper to understand the room for improvement of the code. A new methodology is proposed which first starts by dividing the thermal hydraulic conditions into multiple sub-regimes using self-organizing map (SOM) clustering method. The sensitivity analysis is then conducted by multiplying an arbitrary set of coefficients to the constitutive equations for each sub-divided thermal-hydraulic regime with SOM to observe how the code accuracy varies. The randomly chosen multiplier coefficient represents the uncertainty of the constitutive equations. Furthermore, the set with the smallest error with the selected experimental data can be obtained and can provide insight which direction should the constitutive equations be modified to improve the code accuracy. The newly proposed method is applied to a steady-state experiment and a transient experiment to illustrate how the method can provide insight to the code developer.

A Study of the Using Status and Environment of Domestic e-Books in Academic Libraries of Junior Colleges (전문대학도서관의 국내 전자책 이용 실태 연구)

  • Jung, Jin-Han;Park, Il-Jong
    • Journal of the Korean BIBLIA Society for library and Information Science
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    • v.17 no.2
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    • pp.201-222
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    • 2006
  • The objective of this study is to analyze the actual using status of domestic e-book in the academic library and to help e-book related policy and its vitalization. The web survey of e-book user of A-junior college was conducted to carry out this study. Frequency analysis and descriptive statistics were used for analysing data basically. Also, t-test, ANOVA, non-parametric chi-square, and correlation analysis were used to examine whether there are any significant differences between treatment groups divided by gender, major etc. or not.

The Competitiveness Improvement Scheme of Academic Libraries through the Comparison of their Principal Indicators (관종별 도서관의 주요지표 비교를 통한 대학도서관 경쟁력 제고 방안)

  • Park, Il-Jong
    • Journal of the Korean BIBLIA Society for library and Information Science
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    • v.20 no.3
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    • pp.13-31
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    • 2009
  • The major indicating data of academic, public, and school libraries which were mentioned in the Korea library yearbook 1998 through 2007 were collected for this study. The results were analyzed and the methods that may be applied to a library management were presented in this paper. The collected data were analyzed by using the MS-excel and SPSS. The numbers of libraries, personnels, collections and their used ones, users, management budget were used for the variables of this study, and the correlation coefficients and non-parametric method etc. were used for the variable analysis. The results show that public and school libraries are growing consistently, but academic ones get stagnant currently.

Analysis of various statistical techniques used in the articles published during last 19 years in The Journal of Korean Acupuncture & Moxibusition Society (침구학회지 논문에 응용된 통계방식에 관한 연구 -1984 창간호부터 2002년 19권 6호까지 19년간-)

  • Lee, Seung-deok
    • Journal of Acupuncture Research
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    • v.20 no.1
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    • pp.144-158
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    • 2003
  • This study was carried out to investigate what kinds of statistical techniques have been used to analyze data from oriental medicine research, For study, 551 original articles which used statistical techniques in their data analysis were selected form the articles published in The journal of Korean Acupuncture & Moxibustion Society(JKAMS) between 1984 to 2002. among them, 122 articles used descriptive statistics while 429 articles used inferential statistics for data analysis. For that 429 articles, t-test (189 articles), analysis fo variance (111 articles), chi-square test (14 articles), correlation (10 articles), regression analysis (4 articles), factor analysis(5 articles), or nonparametric test (23 articles) were chose to analyze the data. Nonparametric approach has substantial power in case data do not meet the assumption of normality. This method is not only easy to use ut also provides measures of the statistical variation of nominal and ordinal scale. This study shows that more and more recent papers use nonparametric test compared to the old articles. nine different statistical software or packages (SAS, SPSS, Statview, Minitab, Sigma plot, ISP, Graphpad prism, Excel, Access) have been used in the articles published JKMAS. High level statistical techniques such as SAS, SPSS, and Statview are user friendly and used most for acupuncture and Moxibustion research. Including tables and plots in an article facilitates understanding family process data from a descriptive standpoint, minimized erroneous statistical conclusions, and clarifies theoretically important relationships among variables. Table and plots have been used 500 and 233 articles, respectively. A computer procedure is proposed and illustrated with statistical packages using SAS, SPSS, Statview and ISP.

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Analysis of Articles Published in Korean Journal of Oriental Physiology and Pathology for Recent 3 Years (최근 3년간 발표된 동의생리병리학회지 논문의 방법론 및 통계처리기법에 관한 보고)

  • Ko, Mi-Mi;Kang, Byeong-Kab;Kang, Kyung-Won;Park, Sae-Wook;Kim, Bo-Young;Kim, Jung-Chul;Choi, Sun-Mi
    • Journal of Physiology & Pathology in Korean Medicine
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    • v.22 no.1
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    • pp.189-193
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    • 2008
  • We analyzed the research type and statistical methods in Korean Journal of Oriental Physiology and Pathology for describing the trends of Oriental medicine research. The data for the analysis of trends in Oriental medicine research was taken from a total 808 articles published in Korean Journal of Oriental Physiology and Pathology from 2004 to 2006. We surveyed the number of authors, the institutes involved in each study, and used languages in each study. Also we seperated by epidemiological study design, the studies into categories and statistical methods into 13 categories. Results showed that descriptive statistics was used in 125(14.4%) papers. Also t-test, analysis of variance, multiple comparison, chi-square test, and non-parametric test were used in 338(38.9%), 147(16.9%), 81(9.3%), 27(3.1%), 23(2.6%) papers, respectively. And 62(7.1%) papers of the involved papers didn't use statistical methods. To improve the quality of Oriental medicine related articles, we have to use proper statistical methods with consultation of statistician or other experts before accepting a manuscript are needed.

A comparison on coefficient estimation methods in single index models (단일지표모형에서 계수 추정방법의 비교)

  • Choi, Young-Woong;Kang, Kee-Hoon
    • Journal of the Korean Data and Information Science Society
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    • v.21 no.6
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    • pp.1171-1180
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    • 2010
  • It is well known that the asymptotic convergence rates of nonparametric regression estimator gets worse as the dimension of covariates gets larger. One possible way to overcome this problem is reducing the dimension of covariates by using single index models. Two coefficient estimation methods in single index models are introduced. One is semiparametric least square estimation method, which tries to find approximate solution by using iterative computation. The other one is weighted average derivative estimation method, which is non-iterative method. Both of these methods offer the parametric convergence rate to normal distribution. However, practical comparison of these two methods has not been done yet. In this article, we compare these methods by examining the variances of estimators in various models.

A Comparison of Reduction of Dental Plaque Control and Oral Malodor according to Hardness of Detergent Food (일부 청정식품의 경도 차이에 따른 치면세균막 제거 및 구취감소 효과 비교)

  • Kim, Min-Ji
    • The Journal of the Korea Contents Association
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    • v.17 no.9
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    • pp.324-330
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    • 2017
  • The aim of this study was to make a comparison of dental plaque control and reduction of oral malodor according to hardness of detergent food. Subjects are 1 male(5.0%) and 19 females(95. 0%), the average age of 20.8 years old. The study was conducted from March 6 to April 24, 2014. Detergent foods which were selected during this experiment were cucumber, cabbage and tomato. The data were analyzed by using SPSS where the PHP Index, plaque rate, $H_2S$, $(CH_3)_2S$, Oral Gas, Expiration Gas were analyzed by Non-parametric Statistics and it was compared to the results of the compared mean whereas factors of detergent food before and after ingestion were analyzed by paired t-test. With all detergent foods, compared with the degree of control of dental plaque before and after ingestion showed a statistically significant difference between PHP index from cucumber, PHP index and plaque rate from tomato, and plaque rate from cabbage.

The Effect of Rhythmical Exercise Program Period on Physiological Improvements in the Elderly (율동적 근육운동 프로그램의 적용 기간에 따른 노인의 신체기능 변화)

  • Han Ae-Kyung;Won Jong-Soon
    • Journal of Korean Academy of Fundamentals of Nursing
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    • v.7 no.2
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    • pp.301-315
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    • 2000
  • The main purpose of this study was to evaluate the effect of a Rhythmical Exercise Program(REP) on physiological functions such as muscle strength, blood pressure, pulse, flexibility and body fat in the elderly. The research employed a non-equivalent control group pre-post test quasi experimental design. REP consisted of 45 minutes of dance, 3 times a week for 10 weeks. The formulated hypothesis were examined using the non-parametric statistics; Wilcoxon Signed rank sum test and Mann-Whitney test. The results are as follows; 1. The upper muscle strength and lower muscle strength of the experimental group were significantly higher than those of the control group following the REP(P<.0 5). And the Period of REP affected the muscle strength; the longer the exercise period, the stronger the muscle strength became. 2. The systolic blood pressure of the experimental group was significantly lower than that of the control group following the REP(p<.05). But there was no significant difference in the diastolic blood pressure between the experimental and control groups. The period of REP affected only systolic pressure; the longer the exercise period, the lower the systolic pressure became. 3. There was no significant difference in heart rate between the experimental and control groups, following the exercise period. 4. The flexibility of the experimental group was significantly higher than those of the control group following the REP(p<.01). And the period of REP affected flexibility; the longer the exercise period, the higher the flexibility(p<.05) became. 5. There was no significant difference of body fat between the experimental and control groups. The body fat of the experimental groups was significantly lower only 10 weeks after exercise(p<.01). Based on these results, it is suggested that rhythmical exercise program improves muscle strength, systolic pressure, and flexibility in the elderly.

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An Empirical Study on the Relationship between Corporate and Radical Innovation based on Patent Information (특허 정보를 이용한 기업의 급진적 혁신에 관한 실증연구)

  • Jeon, Suyeon
    • Journal of the Korea Academia-Industrial cooperation Society
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    • v.21 no.10
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    • pp.471-479
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    • 2020
  • In this paper, we analyze features of radical innovative businesses using their patents. Although patents have been used to evaluate outcomes of businesses from the 1980s, it is challenging to use patents for radical innovations. We examined the possibility of taking advantage of patents for an indicator that represents a radical innovation in pharmaceutical industry. To this end, we collected FDA approval data from the U.S. Food and Drug Administration and patent data of 18 pharmaceutical companies. For analysis, we utilized the network centrality analysis and Wilcoxon signed ranked test, which is a non-parametric statistical hypothesis test used to compare two related samples. We observed that a radical innovative company typically cooperates with other research groups, such as universities and companies, and acts as a hub for connectivity in pharmaceuticals. Also, we found that there are differences in centrality between radical firms and non-radical firms. Thus, we expect that the results of this study will help in developing strategies for research and development of pharmaceutical companies and identifying factors affecting radical innovation in the future.