• Title/Summary/Keyword: ANOVA test

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Pridiction of chip breakability by an orthogonal array method (직교배열법에 의한 칩절단특성 예측)

  • 이영문;양승한;권오진
    • Proceedings of the Korean Society of Precision Engineering Conference
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    • 2001.04a
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    • pp.1008-1011
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    • 2001
  • The purpose of this paper is to evaluate the chip breakability during turning using the experimental equation, which is developed by an orthogonal array method. The chip breaking index(CB), non-dimensional parameter is used in the evaluation of chip breakability. The analysis of variance(ANOVA)-test has been used to check the significance of cutting parameters. And using the result of ANOVA-test, the experimental equation of chip breakability, which consists of significant cutting parameters, has been developed.

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Analysis of the Statistical Techniques and Errors in the Field of Sasang Constitution Researches: from 2011 to 2015 (최근 5년간(2011~2015) 사상체질분야 논문의 통계기법 분석 및 오류에 관한 연구)

  • Kim, Sujung;Kim, Sanghyuk;Lee, Siwoo
    • Journal of Sasang Constitutional Medicine
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    • v.28 no.1
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    • pp.51-56
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    • 2016
  • Objectives This study was to identify the types of errors in the statistical analysis and trends of previous reported papers that used various statistical techniques.Methods We have selected 118 original articles for statistical review from the OASIS(http://oasis.kiom.re.kr) and the Pubmed(http://www.pubmed.gov) in the field of Sasang constitutional medicine. Published year was restricted from 2011 to 2015.Results 1. The ANOVA(25.72%) was the statistic of choice overall, followed by the chi-square test(21.74%), regression analysis(14.13%), t-test(11.59%), and etc. 2. By examining the errors of the statistical methods, there were 42(59.2%) thesis with errors among 71 thesis using ANOVA, 19(31.7%) thesis among 60 thesis using chi-square test, and 35(89.7%) over 39 thesis using regression analysis.Conclusions To improve the quality of Sasang Constitution, the participation of statisticians in research design will reduce the significant errors in statistical interpretation of the results.

Bioequivalence Test of Rifampicin Preparations(II) (리팜피신 제제의 생물학적 동등성시험(제2보))

  • Chang, Il-Hyo;Burm, Jin-Pil;Choi, Jun-Shik
    • Journal of Pharmaceutical Investigation
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    • v.24 no.2
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    • pp.49-55
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    • 1994
  • Bioequivalence test of commercially available rifampicin capsules was performed. Sixteen volunteers were divided into 2 groups and the reference and test drug were given orally (450 mg) by cross-over design. Statistical evaluation of AUC, $C_{max}\;and\;T_{max}$ involved an analysis of variance (ANOVA). The differences of mean value in AUC, $C_{max}\;and\;T_{max}$ between the reference and test drug were within 20% with reference drug. ANOVA showed no significant differences for ‘between group’, ‘drug’ and ‘period’, but not for ‘between subjects’. The power of test $(1-{\beta})\;of\;AUC\;and\;$C_{max}$ was larger than 0.8 and the confidence of bioavailability was $within\;{\pm}20%$. From these results, it was concluded that the two preparations were bioequivalent for AUC and $C_{max}$, but was not for $T_{max}$.

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Process Optimization for Co-based Self-flux Alloy Coating by Taguchi Method (다구찌 기법에 의한 코발트기 자융성합금 용사코팅의 최적공정 설계)

  • Lee, Jae-Hong;Kim, Yeong-Sik
    • Journal of Power System Engineering
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    • v.17 no.6
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    • pp.108-114
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    • 2013
  • This paper describes process optimization for thermal-sprayed Co-based self-flux alloy coating by Taguchi method. Co-based self-flux alloy coatings were fabricated according to $L_9(3^4)$ orthogonal array using flame spray process. Hardness test and wear test were performed, the results were analyzed by analysis of variance(ANOVA) considering a multi response signal to noise ratio(MRSN). From the results of ANOVA, the optimal combination of the flame spray parameters on Co-based self-flux alloy coating could be predicted. The calculated hardness and wear rate of the coatings by ANOVA were found to be close to that of confirmation experimental result.

Surface roughness evaluation in turning by an orthogonal array method (직교배열법에 의한 선삭가공시 표면거칠기 평가)

  • 배병중;박태준;양승한;이영문;김희술
    • Proceedings of the Korean Society of Precision Engineering Conference
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    • 2000.11a
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    • pp.862-865
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    • 2000
  • The object of this paper is to evaluate the surface roughness using the experimental equation of surface roughness, which is developed in turning by an orthogonal array method. $L_9{3^4}$ orthogonal array method, one of fractional factorial design has been used to study effects of main cutting parameters such as cutting speed, feed rate and depth of cut, on the surface roughness. And the analysis of variance (ANOVA)-test has been used to check the significance of cutting parameters. Using the result of ANOVA-test, the experimental equation of surface roughness, which consists of only significant cutting parameter - feed rate, has been developed. The coefficient of determination of this equation is 0.962.

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Effect of Polygonum multiflorum THUNB(何首烏) on Serum Lipid Levels in High Cholesterol Diet Induced Hyperlipidemia Rats (하수오(何首烏)가 식이성(食餌性) 고지혈증(高脂血症) 흰쥐의 혈청지질(血淸脂質)에 미치는 영향(影響))

  • Kang, Jong-Il;Ding, Guo-Xun;Kim, Kwang-Ho;Ko, Seong-Gyu
    • Journal of Society of Preventive Korean Medicine
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    • v.9 no.1
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    • pp.105-118
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    • 2005
  • Objectives : The purpose of this study is to investigate the effects of Polygonum multiflorum THUNB(何首烏) on decresing concentration of serum lipid which are triglyceride, total cholesterol, HDL-cholesterol, LDL-cholesterol. Thiobarbituric Acid Reactive(TBARS) in high cholesterol diet induced hyperlipidemia rats. Methods : Sprague-Dawley rats were divided into 3 groups, Normal group (supplied enough water and feeds only, Normal Group), high fat diet administered group(AIN-76 high fat diet #100496 used beef tallow for 4 weeks, Control Group) and Polygonum multiflorum THUNB(何首烏). administered group(AIN-76 high fat diet #100496 used beef tallow and Polygonum multiflorum THUNB(何首烏) extracts 85.0mg/200g 1time/day for 4 weeks, HSO Group). Rats were sacrificed and concentration of triglyceride, total cholesterol, HDL-cholesterol, LDL-cholesterol, TBARS were measured in rat's serum lipid. Results : There was no significant difference in the level of weigh between Control and HSO Group.(by Duncan test) Concentration of Total lipid has no significant difference in each group. (F=0.702, p=0.511, ANOVA test) Concentration of triglyceride has no significant difference in each group. (F=0.727, p=0.500, ANOVA test) Concentration of LDL-cholesterol was significantly different in each group.(F=.9.894. p=0.002, ANOVA test) It was significantly increased in the Control group compared with the Normal group and it significantly decreased in the HSO group compared with the Control group. Concentration of HDL-cholesterol has no significant difference in each group. (F=1.079, p=0.365, ANOVA test) TBARS values(Thiobarbituric Acid Reactive Substances) were significantly different in each group.(F=15.580, p=0.0001, ANOVA test) It was significantly increased in the Control group compared with the Normal group and significantly decreased in HSO group compared with the Control group. Conclusions : According to the above results, it is considered that Polygonum multiflorum THUNB(何首烏) is effective in decreasing concentration of serum lipid in high cholesterol diet induced hyperlipidemia rats.

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Statistical Tests for Time Course Microarray Experiments

  • Park, Tae-Seong;Lee, Seong-Gon;Choe, Ho-Sik;Lee, Seung-Yeon;Lee, Yong-Seong
    • Proceedings of the Korean Statistical Society Conference
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    • 2002.05a
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    • pp.85-90
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    • 2002
  • Microarray technology allows the monitoring of expression levels for thousands of genes simultaneously. In time-course experiments in which gene expression is monitored over time we are interested in testing gene expression profiles for different experimental groups. We propose a statistical test based on the ANOVA model to identify genes that have different gene expression profiles among experimental groups in time-course experiments. Using this test, we can detect genes that have different gene expression profiles among experimental groups. The proposed model is illustrated using cDNA microarrays of 3,840 genes obtained in an experiment to search for changes in gene expression profiles during neuronal differentiation of cortical stem cells.

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A Statistical Approach for the Determination of Location and Range of Fishing Grounds in the Coastal Vessel Fishery (통계학적 접근에 의한 연안어업의 조업어장 위치 및 범위결정 에 관한 연구)

  • Kang, Y.J.;Kim, K.S.;Yi, S.B.
    • The Journal of Fisheries Business Administration
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    • v.38 no.1 s.73
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    • pp.97-113
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    • 2007
  • This study attempts to suggest a new approach of the the determination of location and range of fishing ground in the coastal vessel fishery using the anaiysis of variance(ANOVA) and least significant difference test(LSD test) in statistics. The important result of the empirical study is that there is no significant difference in fisfishing ground based on between fishermen's argument and spot investigation. But there is stastitically significant difference in fisfishing ground based on between fishermen's argument and the official documents of fishing records for past three years. The results suggest us that there exists a possibility of misuse of tax free oil providied for subsidizing fisheries. But because of the range limitation of data, it is impossible for us to generalize the above results.

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Study on Evaluation of Material Property of Micro Handpiece for dentistry and Surface Quality (치과용 시술기구(Micro Handpiece)재료의 특성평가 및 표면품질에 대한 연구)

  • Son, Jae-Hwan;Han, Chang-Woo;Choi, Sang-Il;Kim, Yong-Jung;Choi, Chang-Jin
    • Journal of the Korean Society of Industry Convergence
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    • v.9 no.3
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    • pp.221-228
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    • 2006
  • As Industrialization gets more and more advanced, human technological medical apparatus for dentistry has been developed. Such a medical apparatus have to let precision revolution and torque control facilitate. Consequently, Development of Micro hand-piece with strong durability should be required. Moreover, It's also very important to evaluate performance of such a Micro hand-piece, Evaluation of Mechanical property of Material and ANOVA have been known as useful methods in the field of Quality Evaluation. For Verification of Quality Evaluation, It has been evaluated by One-way layout ANOVA based on the data of Surface Roughness Test. Anyhow, This test has been respectively carried out by 3 kinds of Test and Superior performance has appeared in the Test result.

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A Study on the Reliability of the Drying Rate Test about Military Clothes (피복류 건조속도 시험방법의 재현성 확보 방안 연구)

  • Lee, Minhee;Hong, Seongdon
    • Journal of Korean Society for Quality Management
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    • v.44 no.3
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    • pp.487-508
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    • 2016
  • Purpose: Current testing method for drying rate used in military textiles has different results according to the public testing institute. So the purpose of this study was to suggest the alternative method which secure the reliability of the drying rate test. Methods: We measured the drying rate by various test methods for military clothes 14 species including quick drying function and compared the test results. Also, the collected data through the test was analyzed using one-way ANOVA. The p-value of results was compared by various testing institutions. Results: The results of this study are as follow; A deviation occurred among the testing institutions in original test method(KS K 0815). Whereas it is verified that there is no deviation among the institutions in 5% significance level by another test method(ISO 17617). Also it would increase work efficiency by reducing the testing time required to test by using ISO 17617. Conclusion: Based on the results, we can suggest the reliable test method of the drying rate.