• Title/Summary/Keyword: ANOVA분석

Search Result 4,456, Processing Time 0.024 seconds

Study on Surface Roughness Characteristics of Cutting Thread Sensors (절사센서의 표면거칠기 특성에 관한 연구)

  • Son, Jae-Hwan;Lee, Ho-Young;Park, Chul-Woo;Roh, Joon-Ho;Han, Chang-Woo;Oh, Chang-Hwan;Seo, Min-Kyo
    • Journal of the Korean Society of Industry Convergence
    • /
    • v.10 no.4
    • /
    • pp.195-200
    • /
    • 2007
  • These days, various and complex threads are developed, so it is necessary to develop the cutting a thread sensors for checking a cut thread in severe environment and it is very important to evaluate the quality of the cutting a thread sensors. The analysis of variance(ANOVA) method is very useful method on the quality evaluation field. In this study, the quality is evaluated by one way layout ANOVA method with the surface roughness data. The experiment is carried out by 3 sensors and the result show that the sensors have the good quality in precision.

  • PDF

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
    • /
    • v.28 no.1
    • /
    • pp.51-56
    • /
    • 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.

A Study on the Fine Particle Dispensing Conditions for a Spiral Surface of Round Aluminum Bars (알루미늄 환봉의 나선형 표면 미세입자 분사가공의 조건에 대한 연구)

  • Choi, Sung-Yun;Lee, Eun-Ju;Lee, Sea-Han;Kwon, Dae-Gyu
    • Journal of the Korean Society of Manufacturing Process Engineers
    • /
    • v.19 no.8
    • /
    • pp.88-93
    • /
    • 2020
  • The goal of this study is to determine the influence of major factors on the spiral surface microparticle injection machining of cylindrical specimens by the statistical method ANOVA. Before the experiment, rod-shaped test specimens and jigs for helical surface spraying were prepared, and the surface roughness was measured with a surface roughness meter. The injection particle, nozzle diameter, and injection pressure were the primary parameters of the experiment. Other factors that were considered were injection height, injection time, revolutions, and feed distance. The surface roughness after machining was measured, and the effects of the surface roughness data on the primary factors were determined with ANOVA.

Weldability Evaluation in Plasma-GMA Hybrid Welding for Al-5083 Using Analysis of Variance (AL5083 합금에 대한 Plasma-GMA 용접에서 분산분석을 이용한 공정변수의 특성 평가)

  • Jung, Jin Soo;Lee, Jong Jung;Lee, Hee Keun;Park, Young Whan
    • Journal of Welding and Joining
    • /
    • v.32 no.1
    • /
    • pp.28-33
    • /
    • 2014
  • In this paper, I-butt welding with 6mm thickness using Plasma-GMA welding was carried out. And weld characteristics of the Al-5083 aluminium alloy for Plasma-GMA hybrid welding was evaluated. The orthogonal experimental design was used to investigate the influence of plasma-MIG welding parameters such as plasma current, wire feeding rate, MIG-welding voltage and welding speed on the weld bead geometry and tensile strength using the ANOVA(Analysis of Variation). Then we conducted evaluation of contribution for process parameters. ANOVA results show that bead dimensions are affected by wire feeding speed, welding voltage and welding speed and tensile strength is mainly affected by welding speed and plasma arc current. Tensile strength was decreased by rise in plasma welding current because GMA welding current was decreased by plasma arc.

An Inquiry about the statistical meaning on the fuel gas accidents by ANOVA (변량분석을 통해 본 가스사고의 통계적 의미 고찰)

  • Kim, Jung-Hoon;Jeong, Ji-Yeon;Lim, Si-Yeong
    • Journal of the Korea Safety Management & Science
    • /
    • v.11 no.3
    • /
    • pp.49-56
    • /
    • 2009
  • The quantity of the fuel gas consumed is trending upwards because it can be easily delivered but isn't deteriorated and doesn't have any environmental pollution. Though there are many advantages to use the fuel gas, it can be hesitated to consume more gas because of its explosiveness and combustibility. So paying more attentions to prevent the fuel gas accidents is required. In this paper, we examine the present situation data about the fuel gas accidents and analyze them statistically using ANOVA. we confirm that there is an acceptable difference between the mean values of accidents classified by the kind of gas, the cause, the type and the place but isn't by month. It is expected that our result can be applied as preliminary data when mapping out a strategy for preventing the fuel gas accidents.

Research on the Evaluation of the Differences in Financial Variablesof Chain Restaurants Using Multivariate Analysis of Variance (다변량 분산분석을 이용한 체인 레스토랑의 재무변수 차이 평가 연구)

  • Kang, Seok-Woo
    • Culinary science and hospitality research
    • /
    • v.14 no.1
    • /
    • pp.21-38
    • /
    • 2008
  • This research aimed to analyze the differences in financial variables classifying chain restaurants. A total of 126 samples were drawn from financial statements for $2001{\sim}2006$. As a result of analysis, there was a significant difference in Pillai's Trace, Wilks' Lambda, Hotelling's Trace, and Roy's Largest Root values at the significant probability value(p<0.05) based on F value in terms of stability among chain restaurants. Difference was found only in current rate and liabilities in ANOVA. There was a great difference in current rate among institutional restaurants, fast food restaurants, and cafeterias. There was a significant difference in Pillai's Trace, Wilks' Lambda, Hotelling's Trace, and Roy's Largest Root values at the significant probability value(p<0.05) based on F value in terms of restaurants' profitability. In ANOVA, difference was found only in net profits to net sales. It was revealed that all factors showed no significant differences in multiple comparison. All multi-variant test statistics showed a significant difference in growth and turnover. ANOVA showed a significant difference in net sales growth rate, net profit growth rate, and total assets growth rate.

  • PDF

전북지역 양호교사의 업무수행과 관련요인 분석

  • Jeong, Yeong-Suk
    • Research in Community and Public Health Nursing
    • /
    • v.1 no.1
    • /
    • pp.580-581
    • /
    • 1989
  • 본 연구의 목적은 전라북도 지역내 양호교사의 업무수행 실태를 파악하고 이에 영향을 주는 요인을 분석함으로써 학교 간호업무수행상의 개선점을 모색하기 위한 기초자료를 제공하고자 함이다. 조사 대상은 전라북도내 양호교사 143명 중 설문에 답한 87명으로 하였다. 수집된 자료는 spss를 이용하여 평균, 백분율, t-test, ANOVA, Pearson's correlation coefficient를 적용하였다. 분석된 주요 결과 및 결론은 다음과 같다.

  • PDF

Analyzing records of Korean pro-basketball using general linear model (일반선형모형을 적용한 한국남자프로농구 경기기록분석 : 2014-2015 정규리그)

  • Kim, Sae Hyung
    • Journal of the Korean Data and Information Science Society
    • /
    • v.26 no.4
    • /
    • pp.957-970
    • /
    • 2015
  • The purpose of this study was to analyze records of Korean pro-basketball using general linear model (two-way ANOVA and hierarchical multiple regression analysis). Korea Basketball League (KBL) informed the records (2014-2015 season) of this study. The eight variables (TA, 2PA, 3PA, 2P, 3P, Ast, TFB, CH) were selected in content validity. SPSS program was used to analyze general linear model. All alpha level was set at 0.05. Major results were as follow. 3PA had significant interaction effect between victory & defeat variable and home & away variable. Victory teams showed that 3PA was higher in home games than away games, and defeat teams was the other. 2PA, AS, TFB, and CH were selected significant variables affecting victory and defeat. In result of hierarchical regression, Ast had significant moderation effect between 3PA and TS. TFB also had significant moderation effect between AS between 2P. The other construct (Ast between 2PA and TS; TFB between AS between 3P) had no significant moderation effect. In the effect of 2PA, 3PA and Ast to TS, CH also had no significant moderation effect.

Effects on Job Satisfactions by an emotional Intelligence and Conflict-relations of Social Workers in a Long-term care Facilities : focused on the moderating effects of communications (노인요양시설 종사자의 감성지능과 갈등관계가 직무만족에 미치는 영향 : 소통의 조절효과 연구)

  • Park, Yae-Hyun;Ha, Kyu-Soo
    • The Journal of the Korea Contents Association
    • /
    • v.13 no.12
    • /
    • pp.246-260
    • /
    • 2013
  • The purpose of this study is to demonstrate moderating effect of communications on job satisfactions by an emotional intelligence and conflict-relations of employees and to investigate the influence on job satisfactions by an emotional intelligence and conflict-relations of employees in a long-term care facilities. The results were analyzed from the final responses of 379 employees who are working in a long-term care facilities in Gyeong-Gi Province by SPSS 18.0. The method used in this study were factor analysis, t-test, ANOVA, hierarchical regression analysis, moderated regression analysis. The results of this study are as in the following. First, these consequences showed that an emotional intelligence is positively related with job satisfaction among others' emotional appraisal, use of emotion, regulation of emotion and self emotional appraisal. Second, these results are observed that the conflicts of client's protector and superior is negatively related with job satisfaction. Third, these data are convinced that the communications have a partial effects among conflict, relationship and compensation.

Effects of the Physical and Social Characteristics of Elderly Women on Self-Esteem and Life Satisfaction (여성 노인의 신체적·사회적 특성이 자아존중감 및 삶의 만족도에 미치는 영향)

  • Kim, Nam-Hee;Choi, Soo-Il
    • The Journal of the Korea Contents Association
    • /
    • v.11 no.11
    • /
    • pp.241-252
    • /
    • 2011
  • This study analyzed the factors of the physical and social characteristics, self-esteem as well as life satisfaction of elderly women, and analyzed the effects of the physical and social characteristics on self-esteem and life satisfaction. The survey was conducted from January 10 to February 10, 2011 among the elderly women aged 60 or older in the Guri-si and its environs of Gyeonggi-do, and 380 responses were used in the data analysis. The statistical analysis methods were frequency analysis, factor analysis, reliability analysis, correlation analysis, t-test, ANOVA, and multiple regression analysis. As a result, the physical characteristics of elderly women were classified by the activities of daily living(ADL), physical function, and disease status. The social characteristics of elderly women were classified by the religious and social activities. ADL, physical function, religious and social activities were shown to influence the self-esteem. In addition, ADL, physical function, and religious activities influenced the life satisfaction of elderly women.