• Communications for Statistical Applications and Methods
• /
• 제17권2호
• /
• pp.275-292
• /
• 2010

동일 환자에게 적용된 2가지 진단검사의 정확성을 비교하기 위한 방법들 중에서 두개의 ROC곡선 아래 면적(AUC; Area Under Curve)의 차이는 주요한 잣대 중 하나이다. 본 연구에서는 AUC의 차이를 추정하는 방법으로 비모수적방법, 최대가능도법, 일반화추축량에 의한 방법, 붓스트랩방법의 4가지를 포함확률(coverage probability), 기대길이 (expected length) 측면에서 모의실험을 통하여 비교하였다.

• 한국산업정보학회논문지
• /
• 제27권5호
• /
• pp.1-11
• /
• 2022

딥러닝 기술의 발전에 따라 학습을 통해 선호도 랭킹 추정을 하기 위한 다양한 연구 개발이 진행되고 있으며, 웹 검색, 유전자 분류, 추천 시스템, 이미지 검색 등 여러 분야에 걸쳐 이용되고 있다. 딥러닝 기반의 선호도 랭킹을 추정하기 위해 근사(approximation) 알고리즘을 이용하는데, 이 근사 알고리즘에서 적정한 정도의 정확도를 보장할 수 있도록 모든 비교 대상에 k번 이상의 비교셋을 구축하게 되며, 어떻게 비교셋을 구축하느냐가 학습에 영향을 끼치게 된다. 이 논문에서는 크라우드 소싱 기반의 딥러닝 선호도 측정을 위한 쌍체 비교 셋을 생성하는 새로운 알고리즘인 k-disjoint 비교셋 생성 알고리즘과 k-체이닝 비교셋 생성 알고리즘을 제안한다. 특히 k-체이닝 알고리즘은 기존의 원형 생성 알고리즘과 같이 데이터 간의 연결성을 보장하면서도 안정적인 선호도 평가를 지원할 수 있는 랜덤적 성격도 함께 가지고 있음을 실험에서 확인하였다.

• 대한물리치료과학회지
• /
• 제6권1호
• /
• pp.915-921
• /
• 1999

The purpose of this study was to determine the effect of testing posture and shoulder position on grip strength. The subjects were one hundred volunteers of Shinsung College (50 males and 50 females), ages from 20 to 27 years(mean age of 22.1 years). This study was carried out from september 7 to setember 10, 1998. The data were analyzed by mean and deviation, unpaired t-test, paired t-test, one way ANOVA and correlation. These results were obtained as follows; 1. Comparison on grip strength by left and right hand, there was a significant difference in standing and sitting position (p<0.05). 2. Comparison on grip strength between male and female, there was a significant difference in standing and sitting position (p<0.05). 3. One-way ANOVA on grip strength according to shoulder joint angle, there was a no significant difference in standing and sitting position (p>0.05). 4. Correlation on grip strength by sitting verus standing, there was a very significantly difference (p<0.01).

• 대한통합의학회지
• /
• 제4권2호
• /
• pp.13-22
• /
• 2016

Purpose: The purpose of this study was to determine the effects of the swissball exercise in combination with core muscle in beginner golfer. In general, the swiss ball exercise was related in the core muscle ability. Methods: The experiment was conducted with a total of 10 beginner golfer, and they were dicide into two groups: comparison group(n=5) and experimental group(n=5). In this research, the subjects of the comparison group performed the general matte exercise three times a week, for four weeks. The subjects of the experimental group performed the swiss ball exercise in combination with core muscle three times a week, for four weeks. Use the 7-iron and driver were measured head speed and distance of the comparison group and the experimental group, respectively. The collected data were analyzed by using the paired t-test and ANCOVA Results: The results of this study were as follows: 1) Swiss ball exercise in combination with core muscle revealed the significant improvements after corresponding exercise in golf performance capability. 2) Mat exercise was seen less better than the swiss ball exercises. Conclusion: This results suggested that it was improved the golfer shot performance of beginner proposes to see the Swiss combined movement.

• 한국간호교육학회지
• /
• 제21권3호
• /
• pp.350-360
• /
• 2015

Purpose: The purpose of this study was to evaluate the effectiveness and retention period of immediate remediation for infant cardiopulmonary resuscitation (CPR) in child care teachers. Methods: This study used a nonequivalent comparison pre- and post-test design to measure knowledge about and confidence in infant CPR and an interrupted time-series design to determine skill performance. The experimental group (n=25) received both immediate remediation and video learning for infant CPR, and the comparison group (n=28) received video learning only. Knowledge and confidence were measured before and after 4 weeks. Their skill performance was tested immediately, and 4 weeks, 8 weeks, 12 weeks, and 24 weeks after intervention. Data analysis consisted of ${\chi}^2$ tests, t-tests, paired t-tests, and a generalized linear mixed model. Results: There were significant increases in knowledge and confidence within the experimental group. Skill performance showed a significant difference according to the group factor (F=10.81, p=.002) and measurement time (F=146.80, p<.001). The experimental group maintained significantly higher skill performance than did the comparison group. Conclusion: These findings support the necessity of immediate remediation education for infant CPR to maintain skill performance. In addition, appropriate renewal time and the improvement of training programs for child care teachers are necessary.

• 대한물리의학회지
• /
• 제14권1호
• /
• pp.35-41
• /
• 2019

PURPOSE: This study examined the effects of a vestibular stimulation training program on the walking ability of chronic stroke patients over a six month period. METHODS: Forty stroke patients were enrolled in this study. The patients were divided randomly into a control group (n=20) and experimental group (n=20). A general exercise program was applied to Group I and vestibular stimulation training was applied to Group II(30 min, three times a week for six weeks). The changes in straight walking ability, curved walking ability, and functional walking ability were measured using a 10 m walking test figure-of-eight-walking test, and dynamic gait index, respectively. The measures before and after the program were compared using a paired t-test for a comparison of each group and an independent t-test for a comparison between groups. RESULTS: The changes in each group were examined according to the measurement period. The Experimental group showed significant functional improvement in all three tests after the vestibular stimulation training program, but the control group did not show significant improvement in any of the tests after the general exercise program. A comparison of the changes between groups revealed the experimental group to show significantly higher improvement than the control group in all tests. CONCLUSION: The vestibular stimulation training program helps improve the gait function of stroke patients. Based on the results of this study, it is expected that various vestibular stimulation training programs will be developed and applied in a range of places.

• 한방안이비인후피부과학회지
• /
• 제22권3호
• /
• pp.80-94
• /
• 2009

Objective : The purpose of this clinical research is the investigation of the effects between acupuncture group(control group) and NURIEYE-1 group (experimental group) in myopia Methods : Comparison clinical study was conducted with the randomly arranged 32 patients for acupuncture group(control group) and NURIEYE-1 group(experimental group). For effectiveness evaluation, eye sight test, MQOL and DITI were tested three times with visits for every 4 weeks. With SAS, Statistical analysis was performed by using paired t-test and two sample t-test. Statistical significance was achieved with less than 5% probability (p<0.05). Result : 1. There was no significant effect from the eye sight comparison between the two group. We had improved results in average with MQOL, however, there was no statistical significance. Though there was also no significant result with DITI average comparison between two group, we witnessed significant effect in some part of MQOL. 2. Nevertheless Periodical comparison test showed weak significance with eye sight and DITI, significant effect was found in some part of MQOL. 3. With periodical comparison tests, there were significant effects in eye sight, MQOL and DITI with the experimental groups and control groups, respectively. Conclusion : There was no significant eye sight improvement. However, with acupuncture point stimulation, we think there are some positive effects for the relaxation of excessive stress in eyes.

• Journal of Periodontal and Implant Science
• /
• 제30권3호
• /
• pp.699-707
• /
• 2000

The purpose of this study was to analyze the statistical errors of articles in the Journal of Korean Academy of Periodontology from 1973 to 1999. Of the 662 articles examined, 263 were included which analyzed the data. They were classified into 2 groups with time lapse; group 1: 1973∼1989, group 2: 1990∼1999. Authors made checklists for analyzing the data and detecting the errors and analyzed them with professional statistician. The results were as follows: 1. Of 263 atricles which applied statistical method, 40(19.3%) was in group 1, 223(49.0%) in group2. 2. In the number of statistical method applied, 170(64.6%) were analyzed with 1 statistical method, 73(27.8%) with 2 methods, 18(6.8%) with 3 methods, and 2(0.8%) with 4 methods 3. The number of statistical methods applied was 14, and they were applied in order of 119 of ANOVA, 72 of Student t-test, 63 of Paired t-test, 36 of CORRELATION, and 21 of Mann- Whitney U test. 4. In 87(33.1%) of 263 articles and in 18 error items, statistical errors were found out. In group I, 9 items (55%) of error were found out, and were in order of 5 of Student t-test instead of Paired t-test, and 4 of unnecessary statistical analysis. In group II, 16 items (29.1%) of error were found out, and were in order of 22 of Student t-test instead of Paired t-test, 7 of no multiple comparison test after ANOVA, 6 of Student t-test instead of ANOVA, 6 of unnecessary statistical analysis, and 5 of ANOVA instead of Paired t-test. In conclusion, the results noted that statistical analyses were increased, but statistical errors were decreased with time. But authors suggest that researchers should refer to standard statistical texts and seek advice from professional statisticians to avoid the statistical errors.

• 감성과학
• /
• 제13권3호
• /
• pp.501-510
• /
• 2010

본 연구에서는 모바일 정보기기의 콘텐츠 디자인을 목적으로 한 감성검색시스템의 구축에 있어 시스템의 주요 구성요소 중의 하나인 '사용자감성모델'을 풀 컬러 화상의 색상성분추출을 통하여 자동적으로 생성하는 방법을 제안하고, 평가실험을 통하여 시스템의 타당성을 검증하였다. 시각적 감성 유발 자극으로 100장의 인테리어 이미지 화상을 이용하여 데이터베이스를 작성한 후 48명의 실험 참가자를 대상으로 감성평가실험을 실시하였다. '사용자감성모델'의 신뢰성을 검증하기 위해 먼저 시스템이 검색한 이미지 속에 정답 이미지가 출현하는 재현율(Recall ratio)을 구하였다, 다음으로 시스템이 산출한 순위와 피험자가 평가한 순위 사이의 상관분석을 실시하였으며, 마지막으로 시스템이 산출한 상/하위 순위를 이용하여 Paired Samples t-test(2-tailed)분석을 실시하였다. 분석결과 전체 감성어에 대한 평균 재현율은 62.1%로 양호하게 나타났으며, 상관분석에서도 전체 감성어들이 정적 상관을 보이고 있는 것으로 나타났다(p<.01). 또한 Paired Samples t-test(2-tailed) 분석결과 'Casual'를 제외한 모든 감성어들에서 상위 이미지가 더 적합하며 그 차이가 유의미한 것으로 나타났다(t(9)=5.528, p<.05). 이와 같은 연구결과로부터 색상정보만으로 구축한 '사용자감성모델'이 상업공간의 이미지와 같은 시각자극의 검색에 있어서도 사용자의 감성을 반영할 수 있는 효율적인 방법인 점을 확인하였다.

• 한국임상수의학회지
• /
• 제27권2호
• /
• pp.170-174
• /
• 2010

본 연구는 2006-2007년 한국임상수의학회지에 발표된 논문을 대상으로 자료 분석과 보고방법의 오류를 중심으로 검토하였다. 총 129편 중 94편이 적어도 한가지 이상의 통계분석을 수행하였으며, 분석기법으로는 세 집단 이상 비교 (53편, 56.4%), 두 독립표본 검정 (40편, 42.6%), 짝지은 표본 검정 (9편, 9.6%) 순으로 나타났다. 94편 중 62편 (66%)의 논문에서 적어도 한가지 이상의 통계적 오류가 발견되었다. 주요 오류로는 짝지은 표본에 대한 독립표본 검정, 세 집단 이상에 대한 t 검정의 반복, 카이제곱 검정에서 연속성 보정 무시, 분산분석에서 정규성 검토와 다중비교 방법 선택의 오류, 반복측정 자료에 대한 의존성 가정 무시, 통계분석 방법에 대한 부적절한 설명, 적용한 분석기법에 대한 구체적인 설명 부재 등으로 나타났다. 이러한 문제점을 개선하기 위해서는 학회차원에서 통계처리와 기술방법에 대한 가이드라인을 시급히 마련할 필요가 있을 것으로 사료된다.