• Title/Summary/Keyword: normality test

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메트로놈을 이용한 트레드밀 보행훈련이 보행패턴에 미치는 영향 (Effect of Treadmill Walking Training using the Metronome on Gait Pattern)

  • 윤원찬;박선욱
    • 대한물리의학회지
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    • 제15권2호
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    • pp.101-108
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    • 2020
  • PURPOSE: The purpose of this study was to investigate the effect of treadmill walking training using the metronome on the gait pattern. METHODS: A total of 33 healthy persons were studied consisting of 17 female and 16 male in the 20-30 age group. A gait analysis program was installed on a treadmill with a built - in gait analysis sensor and laptop. After 9 minutes of treadmill walking, gait analysis was performed for 1 minute. The mean values of the differences in the step length, angle of COP, separation line standard deviation and step force of the lower legs affecting walking symmetry were calculated for treadmill walking and treadmill walking using the metronome. The Shapiro-Wilk test was used to test the normality of the collected data and a paired t-test was performed to analyze the difference in walking before and after using the metronome. RESULTS: As a result of the analysis, the mean of difference between the measured values of the bilateral lower extremity for step length, angle of COP, separation line standard deviation and step force were statistically significant before and after treadmill walking using the metronome. CONCLUSION: Therefore, the treadmill walking training using the metronome is effective in decreasing the difference in the foot width, gait angle, gait distribution, and foot pressure. Because of this, the treadmill walking training using the metronome has a significant effect on walking symmetry among the elements for correct walking, which is a means for enabling efficient and continuous walking.

CPS 모형 기반 스크래치 프로그래밍 학습이 언어 창의성에 미치는 영향 (Effects of Scratch Programming Learning based on CPS on Verbal Creativity)

  • 김병수;김종훈
    • 컴퓨터교육학회논문지
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    • 제16권6호
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    • pp.11-19
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    • 2013
  • 최근 창의성의 영역 보편성 및 영역 특수성에 대한 논의가 계속되어지고 있는 시점에서 컴퓨터 프로그래밍 학습 활동 또한 창의성과 관련하여 다시 연구되어질 필요가 있다. 기존 교육용 프로그래밍 언어학습의 창의성에 대한 측정을 TTCT 도형 검사를 사용한 것에 반해, 본 연구에서는 프로그래밍 활동이 언어적 사고 양식을 더욱 요구하는 창의적 활동이라는 관점으로 바라보고 있다. 이에 따라, 본 연구에서 컴퓨터 과학의 핵심 개념을 학습 내용으로 하는 창의적 문제 해결(CPS) 모형 기반의 스크래치 프로그래밍 학습을 개발하였다. 이 학습 프로그램을 4, 5학년 학생 17명을 대상으로 5일간 4차시씩 총 20차시 적용하고, 정규성이 검증된 이 실험집단에 TTCT 언어 검사의 평균 표준점수(100)로 t검정을 실시한 결과 언어 창의성의 세가지 하위 요인(유창성, 융통성, 독창성)과 창의성 지수(세 요인의 평균 표준점수)가 유의미하게 증진되었다.

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Accuracy of provisional crowns made using stereolithography apparatus and subtractive technique

  • Kang, Seen-Young;Park, Jung-Hyun;Kim, Ji-Hwan;Kim, Woong-Chul
    • The Journal of Advanced Prosthodontics
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    • 제10권5호
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    • pp.354-360
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    • 2018
  • PURPOSE. To compare and analyze trueness and precision of provisional crowns made using stereolithography apparatus and subtractive technology. MATERIALS AND METHODS. Digital impressions were made using a master model and an intraoral scanner and the crowns were designed with CAD software; in total, 22 crowns were produced. After superimposing CAD design data and scan data using a 3D program, quantitative and qualitative data were obtained for analysis of trueness and precision. Statistical analysis was performed using normality test combined with Levene test for equal variance analysis and independent sample t-test. Type 1 error was set at 0.05. RESULTS. Trueness for the outer and inner surfaces of the SLA crown (SLAC) were $49.6{\pm}9.3{\mu}m$ and $22.5{\pm}5.1{\mu}m$, respectively, and those of the subtractive crown (SUBC) were $31.8{\pm}7.5{\mu}m$ and $14.6{\pm}1.2{\mu}m$, respectively. Precision values for the outer and inner surfaces of the SLAC were $18.7{\pm}6.2{\mu}m$ and $26.9{\pm}8.5{\mu}m$, and those of the SUBC were $25.4{\pm}3.1{\mu}m$ and $13.8{\pm}0.6{\mu}m$, respectively. Trueness values for the outer and inner surfaces of the SLAC and SUBC showed statistically significant differences (P<.001). Precision for the inner surface showed significance (P<.03), whereas that for the outer surface showed no significance (P<.58). CONCLUSION. The study demonstrates that provisional crowns produced by subtractive technology are superior to crowns fabricated by stereolithography in terms of accuracy.

모수적 엔트로피 추정량과 비모수적 엔트로피 추정량에 기초한 정규분포에 대한 적합도 검정 (Goodness-of-fit test for normal distribution based on parametric and nonparametric entropy estimators)

  • 최병진
    • Journal of the Korean Data and Information Science Society
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    • 제24권4호
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    • pp.847-856
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    • 2013
  • 본 논문에서는 모수적과 비모수적 엔트로피 추정량들에 기초한 정규분포에 대한 적합도 검정을 다룬다. 정규분포의 엔트로피에 대한 모수적 추정량으로 사용할 최소분산비편향추정량을 유도한다. 이 추정량과 대립가설 하에서의 자료생성분포에 대한 비모수적 엔트로피 추정량으로 표본엔트로피와 이것의 변형된 추정량들을 이용하여 검정통계량들을 구축했고 이 검정통계량들을 사용하는 새로운 엔트로피 기반 적합도 검정들을 제시한다. 제안한 검정들의 기각값들을 모의실험을 통해 추정해서 표의 형태로 제시한다. 성능의 조사를 위해 수행한 모의실험에서 제안한 검정들이 기존의 Vasicek (1976) 검정보다는 더 좋은 검정력을 가지는 것으로 나타난다. 응용에서 새로운 검정들이 정규성 검정을 위한 경쟁적인 도구로 시용될 수 있을 것으로 기대된다.

Genetic Variation of Flower Production in Breeding Seedling Seed Orchards of Quercus acuta and Q. glauca

  • Jeon, Koeun;Ro, Hee Seung;Kim, Ye-Ji;Gu, Da-Eun;Park, Ji-Min;Ryu, Sungryul;Kang, Kyu-Suk
    • Journal of Forest and Environmental Science
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    • 제38권2호
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    • pp.102-109
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    • 2022
  • This study was conducted to test the significant difference of fertility variation among families and to select superior families for acorn production in the breeding seedling seed orchards (BSSOs) of Quercus acuta and Quercus glauca. The seed orchards were located in Jeju island and established by seedlings raised from selected parents for genetic testing in 2006. In the spring of 2021, the numbers of female and male flower were counted from 5 to 10 individuals per family in the BSSOs. To test statistical significance of which parameter is not satisfied through the normality test, we used a nonparametric analysis. Correlation analysis was performed to quantify the association between female and male flower production. As the results, the significant difference of flower production among families was found in both seed orchards. The averages of female flower production were 65.3 and 181.9 in Q. acuta and Q. glauca. The positive Spearman's rank correlation was existed between male and female flower production. Broad-sense heritability on female and male flower production were 0.191 and 0.147 in Q. acuta, and 0.285 and 0.068 in Q. glauca, respectively. Sexual asymmetry (e.g., maleness index) between female and male, and contribution variation among families (e.g., parental balance) were analyzed to find reasonable alternatives in the management of seed orchards. Effective population size of seed crops was predicted as a concept of status number. Loss of gene diversity (accumulation of group coancestry) would not be alarming in the BSSOs. Our results would be helpful to select breeding materials for establishing new seed orchards and to supply genetically improved seeds of evergreen oaks, which is one of the backbones of the strategy of carbon sink in the 2050 Carbon Neutrality of Korea Forest Service.

통계적 품질 관리도에 기초한 교량의 응답 보정 (Response Calibration for Bridges based on Statistical Quality Control Chart)

  • 황진하;안승수;김주한
    • 대한토목학회논문집
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    • 제33권1호
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    • pp.61-70
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    • 2013
  • 본 논문은 통계적 품질관리 기법을 활용하여 건전한 교량의 고유진동수비와 응답비 관리범위를 찾고, 그에 준거한 응답보정 방법을 제시하였다. 이를 위해 본 연구는 재하 시험 및 해석으로부터 도출된 구조형식별 정 동적 응답 특성에 대한 기술통계분석, 정규성 검정, 분산분석 등을 수행하였다. 제안된 방법은 실제 진단 사례에 근거하고 통계적 품질관리 기법을 활용함으로써 응답보정 및 내하력 평가를 위한 과학적 기준과 체계적 절차를 제공할 수 있을 것으로 기대한다.

중단자료를 갖는 이변량 지수 모형에서 $P(X_{1}\;<\;X_{2})$에 대한 검정 (Testing for $P(X_{1}\;<\;X_{2})$ in Bivariate Exponential Model with Censored Data)

  • 박진표;조장식
    • Journal of the Korean Data and Information Science Society
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    • 제8권2호
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    • pp.143-152
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    • 1997
  • 본 논문에서는, Marshall-Olkin의 이변량 지수모형을 따르는 두개의 부품으로 이루어진 시스템에서 두 부품의 수명 $(X_{1},\;X_{2}$들이 이변량 1종 중단된 자료로 관찰되는 경우, $P(X_{1}\;<\;X_{2})$에 대한 최우추정량을 구하고 근사적 정 규성을 밝힌다. 그리고 그 추정량을 기초로 $P(X_{1}\;<\;X_{2})$에 대한 근사적 검정법을 제안하고, 몬테칼로 모의실험을 통하여 여러가지 상황에서 제안된 추정량의 근사적 검정력을 계산하여 비교하였다.

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신용평가모형에서 타당성검증 통계량들의 판단기준 (Criterion of Test Statistics for Validation in Credit Rating Model)

  • 박용석;홍종선;임한승
    • Communications for Statistical Applications and Methods
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    • 제16권2호
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    • pp.239-347
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    • 2009
  • 신용평가모형의 판별력에 대한 검정방법으로 콜모고로프-스미르노프, 평균차이, AUROC, AR등과 같은 통계량이 널리 사용되고 있다. 이러한 통계량들의 판단기준은 정규분포 가정 하에서 평균차이를 기준으로 설정되었다. 본 연구에서는 모의 실험을 통해서 표본크기, 불량률 그리고 제II종 오류율을 고려하는 대안적인 판단기준을 제 안하고 현재 적용되고 있는 판단기준과 비교해본다. 또한 판별력 정도에 따른 각 통계량들의 의미를 10단계로 정의하고 모의 실험 결과와 현재 적용되고 있는 판단기준을 비교해 본다.

Determinants of Real Interest Rates: The Case of Jordan Long-Fei

  • Ajlouni, Moh'd Mahmoud
    • The Journal of Asian Finance, Economics and Business
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    • 제5권4호
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    • pp.35-44
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    • 2018
  • The study is aimed at investigating the main factors that affect the interest rate yields, in the long-term. In addition, the study surveys the theories and literature relating to the determinants of interest rate. The importance of which is essential not only for governments, but also for banks and corporate financial risk management decisions, including risk exposures in banks and capital markets. Interest rate influences corporate profit as well as growth. For this purpose, the study examines the impact of budget deficit, risk-free rate, capital inflows, money supply and business cycles on real interest rate in Jordan. These factors are based upon well-established theories and straightforward practical view as interest rate determinants. Using data for (1990-2015), the study employed Johansen's co-integrating test, which takes into consideration the long-term unsynchronized relationships. The data is tested for normality, symmetric correlations, covariance diagonal and unit root. The results show that the government budget deficit, short-term risk-free interest rate, capital inflows, money supply and business cycle are long-term determinants of the real interest rate in Jordan. The coefficients of government budget deficit, short-term risk-free rate, money supply and business cycle all are inversely affecting the real interest rate, while capital inflows has a positive impact on the real interest rate.

Building a Sustainable Competitive Advantage for Multi-Level Marketing (MLM) Firms: An Empirical Investigation of Contributing Factors

  • Keong, Lee Siew;Dastane, Omkar
    • 유통과학연구
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    • 제17권3호
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    • pp.5-19
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    • 2019
  • Purpose - The purpose of this research is to investigate the factors contributing to sustainable competitive advantage for multi-level marketing (MLM) firms in Malaysia. The selected variables in this study are company image, product innovation, leadership, distributor rewards system and distributor training system. Research design, data, and methodology - Quantitative research method is employed with collected sample size of 398 respondents using judgmental sampling technique. Normality and reliability test were performed in the first stage utilizing SPSS 22 and Confirmatory Factory Analysis (CFA) and variance analysis were obtained in the subsequent stage, following up with the overall fit of the measurement model, Structural Equation Model (SEM) using AMOS 22 with maximum likelihood estimation to assess the internal consistency, convergent validity and discriminant validity. Results - The research findings show that company image, leadership, distributor rewards system and distributor training system were supported and are factors affecting the sustainable competitive advantage of MLM companies in Malaysia. However, in this study, product innovation was not supported but this result does not depict that it is trivial and inconsequential in maintain sustainable advantage. Conclusion - Companies can build sustainable competitive advantage by focusing on these contributing factors. Several other comments and implications were brought to light and discussed in the paper.