• 대한한의진단학회지
• /
• 제11권2호
• /
• pp.45-58
• /
• 2007

Background and purpose: We previously developed questionnaire of Bojungikgitang systom on the Delphi method through the pathogenesis analysis. But developed a questionnaire was not verified in the clinical. So, to ensure objectivity, quantification and validity, verification is needed for questionnaire items before applying a clinical. On this study, we looked at whether questionnaire items had been validity in the clinical. Methods: Surveys conducted about 191 patients at 12 oriental medicine hospitals. Among them, patients with Bojungikgitang systom(group I) were 95, and patients with no Bojungikgitang systom(group II) were 96. We calculated that the sum of each item in the survey and then the sum was reviewed statistically significant difference through Independent samples T test between group I and II. Results: Between group I and II, the total sum survey of the percent difference is meaningful (P<0.05). Conclusions: Reliability analysis of the Bojungikgitang systom survey research is needed in the future. Also I think that research should proceed about a lot of people.

• Journal of Acupuncture Research
• /
• 제21권1호
• /
• pp.176-188
• /
• 2004

This study was carried out to investigate statistical validity of medical articles that used various statistical techniques such as t-test, analysis of variance, correlation analysis, regression analysis and chi-square test. For study 429 original articles using those statistical methods were selected from Journal of Korean Acupuncture & Moxibusition Society published from 1984 to 2002. 429 original articles were reviewed to analyzed the statistical procedures. Results are summarized as follows : 1. In this study 93 articles(21.68%) of 429 ones didn't report statement of statistical method in detail. 2. 53 articles(12.53%) didn't report p-value in correctly, and 245 articles(57.11 %) used mean${\pm}$standard error (Mean${\pm}$SEM.) and 109 articles used mean${\pm}$standard deviation(Mean${\pm}$SD.). All of 23 articles using nonparametric statistical techniques made an error to central tendency or dispersion. 3. 175 articles(59.93%) and 14 articles(4.79%) of 292 ones made an error to description of equal variances and normal distribution. 4. 99 articles(50%) of 185 ones misused t-test and 4 articles of 5 ones misused chi-square test. 5. 28 articles(73.68%) of 38 ones using discrete variable misused parametric technique such as t-test or ANOVA. 2 articles and 1 article of 125 ones choosing paired samples misused independent t-test and Mann-Whitney U test. 6. 20 articles using analysis of variance didn't use multiple comparison.

• 한국통계학회:학술대회논문집
• /
• 한국통계학회 2003년도 추계 학술발표회 논문집
• /
• pp.173-177
• /
• 2003

When we have both a paired data set and two independent data sets, neither a paired t-test nor a two-sample t-test can be used to detect differences between two samples. In order to identify differentially expressed genes in a mixed data set, a new test statistic is proposed.

• Communications for Statistical Applications and Methods
• /
• 제12권3호
• /
• pp.557-587
• /
• 2005

This paper elucidates the limiting Gaussian distribution of a class of rank order statistics {$T_N$} for two sample problem pertaining to empirical processes of the squared residuals from two independent samples of GARCH processes. A distinctive feature is that, unlike the residuals of ARMA processes, the asymptotics of {$T_N$} depend on those of GARCH volatility estimators. Based on the asymptotics of {$T_N$}, we empirically assess the relative asymptotic efficiency and effect of the GARCH specification for some GARCH residual distributions. In contrast with the independent, identically distributed or ARMA settings, these studies illuminate some interesting features of GARCH residuals.

• 대한가정학회지
• /
• 제33권5호
• /
• pp.75-88
• /
• 1995

The objectives of this study were to classify the contents of clothing shopping orientation, to group women into shopper types, and to examine the differences in clothing purchase criteria according to the shopper types. Samples were 335 women(20-49 years of age) in Seoul, Korea. The data were analyzed using factor analysis, cluster analysis, one-way ANOVA, Duncan's multiple range test, X2 test, paired t-test, multiple regression analysis. The results of the study were the followings. 1. Five factors of clothing shopping orientation derived by factor analysis : F.1 'impulsive shopping' ; F.2 'rational shopping' ; F.3 'independent shopping' ; F.4 'economic shopping' ; F.5 'convenient shopping'. Three shopper types were classified by cluster analysis of the 5 factors : T.1 'convenient shopper' ; T.2 'impulsive shopper' ; T.3 'rational shopper'. 2. Significant differences were found among the 3 shopper types in all clothing purchase criteria. Rational shopper perceived all purchase criteria as more important than did the other 2 types. Impulsive shopper perceived 'fashion', 'attractiveness', 'style', and 'bland' as more important than did convenient shopper. 3. Married women and unemployed women were more distributed in rational shopper, while the unmarried and the employed more in impulsive shopper. Impulsive shopper used more credit care, purchased suits and blouses at department store and brand specialty store more than did rational shopper. Rational shopper purchased at discount store and wholesale store more than did impulsive shopper. 4. Women assessed 'color and fabric design' as most important in suit and blouse purchase criteria. 'Care' was perceived more important in blouses than in suits, and the other 9 purchase criteria(fashion, attractiveness, style, color and fabric design, fabric, durability, costruction, comfort, and brand) were perceived more important in suits than in blouses. 5. Rational and economic shopping orientation scores were higher in suit purchase than in blouse, while impulsive, independent, and convenient shopping orientation scores were higher in blouse purchase. 6. Post-purchase suit satisfaction was influenced by rational shopping orientation, educational level, style, income, and comfort. The explanatory power of the 5 variables was 17.2%. Post-purchase blouse satisfaction was influenced by style, care, rational shopping orientation, and independent shopping orientation. The explanatory power of the 4 variables was 10.2%.

• 한국신뢰성학회지:신뢰성응용연구
• /
• 제11권4호
• /
• pp.343-356
• /
• 2011

This paper proposes an accelerated life evaluation of drive shaft. The life test of drive shaft for independent suspension type AWD vehicle should be performed by use of the least test sample because many number of samples can't be used for the test because of its mass capacity and high price. We calculated the no failure test time by application of no failure test concept, and the already performed test data for drive shaft are applied for some kinds of reliability coefficients which are needed for calculation of life test time. And, for analysis of real driving condition of vehicle, the load spectrum is prepared using the needed road condition and vehicle data. The inverse power model is used for accelerated life test. The equivalent torque of load spectrum is achieved by use of Miner's Rule, and then the final accelerating condition is determined by decision of the accelerated test torque. This paper shows that the accelerated life test results corresponds with the target life and the proposed life test method can be very well applied to no failure life test for mass capacity machinery components.

• 한국방사선학회논문지
• /
• 제17권5호
• /
• pp.767-773
• /
• 2023

본 연구에서는 폐용적에 영향을 미치는 관련 인자들과 폐기능 환기장애에 대한 유의성을 평가하고자 하였다. 실험대상으로는 저선량 흉부 CT검사와 폐활량검사를 동시에 수행한 정상 성인 남·여 206명을 선정하였으며 실험방법으로는 저선량 흉부 CT검사로 획득한 폐 CT 영상을 이용하여 폐용적을 딥러닝 기반의 AVIEW LCS 자동진단 프로그램을 이용하여 측정하였다. 그리고 폐활량계를 이용하여 폐기능을 측정한 결과를 획득하였으며 폐용적에 영향을 미치는 관련 인자로 성별 및 BMI를 선정하여 폐용적과의 독립표본 T-test를 통하여 유의성을 평가하고자 하였다. 실험결과 성별에 따른 폐용적의 평가에서 남성의 모든 폐용적이 여성의 모든 폐용적보다 크다는 것을 확인할 수 있었다. 성별 및 폐용적에 대한 각각의 평균값을 이용한 독립표본 T-test 결과 남성이 여성보다 모든 폐용적이 더 크다는 결과는 유의한 결과를 나타내었다(p<0.001). 그리고 BMI 지수에 따른 폐용적의 평가에서 BMI 지수 24 이상의 성인의 모든 폐용적이 BMI 지수 24 미만의 모든 폐용적보다 크다는 것을 확인할 수 있었다. 그러나 BMI 지수 및 폐용적에 대한 각각의 평균값을 이용한 독립표본 T-test 결과 BMI 지수 24 이상이 BMI 지수 24 미만보다 모든 폐용적이 더 크다는 결과는 유의한 결과를 나타내지 않았다(p<0.055). 폐기능 환기장애 유무에 따른 폐용적의 평가에서 폐기능 환기 정상성인의 모든 폐용적이 폐기능 환기 장애성인의 모든 폐용적보다 크다는 것을 확인할 수 있었다. 그리고 폐기능 환기장애 유무 및 폐용적에 대한 각각의 평균값을 이용한 독립표본 T-test 결과 폐기능 환기 정상성인이 폐기능 환기 장애성인보다 모든 폐용적이 더 크다는 결과는 유의한 결과를 나타내었다(p<0.001). 폐용적과 폐활량 검사 결과는 폐 건강을 평가하는데 가장 중요한 지표이며, 이 두 지표를 함께 사용하여 폐 기능을 평가하는 것이 가장 정확한 평가 방법이다. 그러므로 본 연구에서는 폐용적과 폐활량 검사에 대한 향후 유사 연구 시 폐기능 환기 정상 성인과 폐기능 환기 장애 성인에 대한 폐용적 평균값을 제시하여 기초자료로 활용될 것이라고 사료된다.

• 통합자연과학논문집
• /
• 제15권1호
• /
• pp.9-18
• /
• 2022

This research examines the power of bootstrap two-sample test, and compares it with the powers of two-sample t-test and Wilcoxon rank sum test, through simulation. For simulation work, a positively skewed and heavy tailed distribution was selected as a population distribution, the chi-square distributions with three degrees of freedom, χ²₃. For two independent samples, the fist sample was selected from χ²₃. The second sample was selected independently from the same χ²₃ as the first sample, and calculated d+ax for each sampled value x, a randomly selected value from χ²₃. The d in d+ax has from 0 to 5 by 0.5 interval, and the a has from 1.0 to 1.5 by 0.1 interval. The powers of three methods were evaluated for the sample sizes 10,20,30,40,50. The null hypothesis was the two population medians being equal for Bootstrap two-sample test and Wilcoxon rank sum test, and the two population means being equal for the two-sample t-test. The powers were obtained using r program language; wilcox.test() in r base package for Wilcoxon rank sum test, t.test() in r base package for the two-sample t-test, boot.two.bca() in r wBoot pacakge for the bootstrap two-sample test. Simulation results show that the power of Wilcoxon rank sum test is the best for all 330 (n,a,d) combinations and the power of two-sample t-test comes next, and the power of bootstrap two-sample comes last. As the results, it can be recommended to use the classic inference methods if there are widely accepted and used methods, in terms of time, costs, sometimes power.

• Communications for Statistical Applications and Methods
• /
• 제30권1호
• /
• pp.109-117
• /
• 2023

Intuitively, a test with more assumptions has greater power than a test with fewer assumptions. This kind of examples are abundant in the nonparametric tests vs corresponding parametric ones. In general, the nonparametric tests are less efficient in terms of asymptotic relative efficiency (ARE) compared to corresponding parametric tests (Daniel, 1990). However, this is not always true. To test equal means under independent normal samples, the usual test involves using the t-distribution with the pooled estimator of the common variance. Adding the assumption of equal sample size, we may derive another test. In this case, two tests using more assumptions were performed for univariate (multivariate) cases. For these examples, it was found that the power function of a test with more assumptions is less than or equal to that of a test with fewer assumptions. This finding can be used as an expository example in master's mathematical statistics courses.

• 가정과삶의질연구
• /
• 제26권2호
• /
• pp.43-55
• /
• 2008

This study examines the effect of group-counseling programs for parents of children with Attention-Deficit/Hyperactivity Disorder (ADHD) on parenting stress, parenting competence, and symptoms related to ADHD. For this study, 9 parents of children with ADHD were selected as an experimental group that participated in a group-counseling program and another 9 parents of children with ADHD for a control group that participated in a group of free conversation without a program. The program consisted of 9 sessions (a 70 minute meeting per session) with 2 sessions a week. Data were analyzed by a paired t-test and independent samples t-test, using SPSS program packages. Results showed significant before and after differences in the degree of parenting competence and that Parenting competence was improved with the experimental group.