• Title/Summary/Keyword: 일원 배치 분산분석

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Test for reliability of MS Excel statistical analysis output and modification of macros (Focused on an Analysis of Variance menu) (MS 엑셀 프로그램의 통계분석결과 신뢰성 검증 및 매크로 보완 (분산분석 메뉴를 중심으로))

  • Kim, Sook-Young
    • Journal of the Korea Computer Industry Society
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    • v.9 no.5
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    • pp.207-216
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    • 2008
  • Statistical analysis menus of MS Excel software, with powerful spreadsheet functions has not been modified since Excel 2000 Edition and its utilization is very low. To improve utilization of Excel menu for statistical analysis, this research compared outputs of Excel statistical menus and computed test statistics, and developed high-level macros. Outputs of Excel menus, both oneway layout and twoway layout, on real data are exactly same as the computed test statistics, and therefore, Excel menus for statistical analysis are reliable. Macros to provide results for Analysis of Variance with a block and multiple comparison of means are developed using Excel functions.

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A Study on Men's 8-Constitutional Characteristics Using the Oneway Analysis of Variance (일원배치 분산분석을 응응한 남자의 한의학적 8체질 임상특성 연구)

  • Rhee Sang-Beom;Park Young-Bae;Choi Kyung-Mee
    • The Korean Journal of Applied Statistics
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    • v.19 no.2
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    • pp.203-215
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    • 2006
  • In Oriental Medicine, there have been a number of researches in 8-Constitution medicine which classifies human bodies into one of 8 categories. Since the diagnosis of 8-Constitution depending on pulse types is often subjective, standardization of the diagnosis and therapy requires objective characteristics of 8 constitutions. A questionnaire of 80 items about personal symptoms were given to patients while they were classified into one of 8 constitutions based on their pulse types and responses to constitution-based acupuncture therapy. One-way analysis of variance and Duncan's multiple comparison test were used to verify the significant items. Most of the significant items in this study coincided with supposed-to-be clinical characteristics of 8-constitutions.

A Study on Behavioral Characteristics for Ecotourism in Nature-Oriented Groups-Focus on Nature-Oriented Groups in the Metropolitan Area, Korea- (자연지향적 집단의 생태관광 행동특성에 관한 연구-수도권지역의 자연지향적 단체를 중심으로-)

  • 유기준;최인묵
    • Korean Journal of Environment and Ecology
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    • v.13 no.2
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    • pp.167-175
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    • 1999
  • 본 연구의 목적은 자연지향적 집단의 생태관광 행동특성을 파악하는 데 있다. 이를 위해 서울지역의 5개 지역 지향적 집단을 중심으로 설문조사를 실시하였다. 설문조사는 여행객의 행동특성, 행동특성에 미치는 영향요소들, 그리고 행동특성에 영향을 주는 변수와의 차이를 분석하는데 중점을 두었는데, 이를 위해서 행동특성에 대한 요인분석과 독립변수들과의 차이를 알아보기 위해 일원배치 분산분석을 실시하였다. 연구결과 절대환경론자 및 정태형 생활양식을 가진 사람들은 계절과 방문빈도에 민감했으며 조화론자 및 모험형의 사람들은 동기부여에 영향을 주는 요소들과 장애요소들에 민감하게 반응하는 것으로 나타났다. 본 연구의 결과는 국내의 잠재적인 생태관광 시장의 효과적인 홍보 및 마케팅 전략수립에 기초적인 자료로서 제공할 수 있을 것으로 판단되며, 자료의 이용효율성 증대를 위해서는 생활양식적 차이와 다양성 요구에 의한 심리적 유형의 차이 및 개인의 환경관 등이 행동에 작용하는 범주와 영향의 구체적 원인에 대한 세부적인 연구가 향후 계속 되어야 할 것으로 판단된다.

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A Statistical Approach to Paired versus Group Comparisons (쌍체비교와 독립비교에 대한 통계적인 고찰)

  • Kim Tae-Min;Kim Sang-Boo
    • The Korean Journal of Applied Statistics
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    • v.19 no.2
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    • pp.231-240
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    • 2006
  • It is well understood that a paired comparison (paired t test) provides better precision than a group comparison (two-sample t test), when the pairing is effective (the variation within a pair is small). However, when the variation among the pairs is sufficiently small, the group comparison is likely to yield a better result. To get a statistical explanation of this, we examine the two methods through an analogy to one-way and two-way analysis of variance. We introduce a new measure, R statistic, which is the ratio of their confidence interval lengths, as a quantitative criterion for comparing the two methods. The distribution of the Rf statistic is described by t and F distribution functions. Through this characterization, we show that the paired comparison can be better than group comparison when the variation among the pairs is statistically significantly large.

On the relationship between job seeking preparation capacity and stress from college life (산업체 구직준비역량과 대학생활 스트레스관계 연구)

  • Han, Mi-Hee
    • Journal of Convergence for Information Technology
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    • v.7 no.1
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    • pp.81-86
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    • 2017
  • Nowadays, many college students have difficulty in finding employment. The current research intends to identify how their preparation for job seeking competence affects their stress in college life. For that purpose, the research subjects consist of a group of 158 students taking liberal arts classes at N University located in Cheonan, Korea. A set of analysis methods were utilized to verify of the relationship between their jop seeking preparation competence and stress from college life: an exploratory factor analysis, a correlation analysis and a univariate variance analysis. As a result, there was statistically significant effect of stress in college life and job seeking preparation confidence according to grade, and there was no correlation between stress college life and job seeking preparation confidence. Colleges, thus, should plan and design practical and systematic measures to help them enhance their job seeking competence at college. The results of the analysis are also expected to provide college students with suggestions that might help understand required qualities by the industry and society.

Optimal design of formed tool for die of rubber seals using design of experiments (실험계획법에 의한 러버실 금형가공을 위한 총형공구의 최적설계)

  • Li Lihai;Lim P.;Lee H.K.;Yang G.E.
    • Proceedings of the Korean Society of Precision Engineering Conference
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    • 2005.06a
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    • pp.694-697
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    • 2005
  • The design of experiments are used for optimal design of formed tools to machine automobile bearing rubber seal die, which is classified into the high precision rubber mold. The clearance angle, rake angle and the length cutting edge are considered as the factors. The cutting force is selected to be a characteristic value and compared with the mean tool wear and life by repeated experiments. The design of the experiment is based on the repeated one-way factorial design, which finds the significance of the factors and the best level to predict the tool life by using ANOVA and regression.

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Correlation between the Illuminance and the Flowering and Leaf Growth of Trees at Night - In Case of Downtown from Jamsil Station to Olympic Park, Seoul - (도심 내 야간의 조도와 봄철 수목 개화 및 잎 생장 간 상관관계 - 서울 잠실역에서 올림픽공원 구간을 대상으로 -)

  • Han, Bong-Ho;Kim, Jong-Yup;Kwak, Jeong-In;Choi, Tae-Young
    • Korean Journal of Environment and Ecology
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    • v.29 no.3
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    • pp.441-453
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    • 2015
  • In this paper, according to the illuminance at night with artificial lighting in downtown Seoul, trees flowering and leaf growth rate was performed as a case study to examine whether there is a difference. The illuminance was measured at 78 points on a total of 26 points, the range of illuminance were divided into three groups considering land use, Group A (plots 1-7) were 4.90 ~ 112.50 lx, Group B (plots 8 to 18) were 0.45 ~ 42.40 lx, group C (plots 19 to 26) were 0.28 ~ 22.10 lx. According to the One-way ANOVA on illuminance difference, the survey groups were classified into three groups. To survey the ratio of the flowering Prunus yedoensis and Rhododendron spp. and to survey the ratio of leaf growth Zelkova serrata, Ginkgo biloba, and Acer palmatum each 30 individuals were investigated. Rhododendron spp. to study the ratio of the flowering and Acer palmatum to study the ratio of leaf growth were determined to be useful as indicator woody species according to the correlation. The higher illuminance of night lighting is, the faster flowering and leaf growth of trees will be by correlation between the mean illuminance of each group and the flowering and leaf growth of trees. In the future, should be made a more detailed study of how much affect to the trees with some impact on the level of light pollution at night lighting.

초등교사의 직무스트레스와 감정노동이 조직몰입에 미치는 영향: 긍정심리자본의 매개효과를 중심으로

  • 조순희;변상해
    • 한국벤처창업학회:학술대회논문집
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    • 2023.11a
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    • pp.139-143
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    • 2023
  • 최근 교사들의 잇단 극단적 선택으로 학교의 변화와 상황에 대한 문제의식이 사회적으로 날로 높아지고 있다. 교직에 대한 선호도가 급격히 떨어지고 교직 이직 비율도 빠르게 높아지고 있어 교육의 질을 걱정하기에 이르렀다. 드러난 문제가 원인의 하나일 수 있으나 많은 연구에서 교사들의 직무스트레스가 심각한 수준임을 밝히고 있고, 학교교육 현장에는 교사들이 조직에 몰입하기 어려운 다양한 문제들이 있음을 밝히고 있다. 그럼에도 교육현장에서는 학생, 교사들이 함께 성장할 수 있고 모두가 만족하는 교육 활동을 실현시키고 변화와 혁신을 통해 교육역량을 높이고자 지속적으로 노력하고 있다. 본 연구는 초등학교 교사의 직무스트레스와 감정 노동이 조직몰입에 미치는 영향을 조사 분석하고 두 변인 즉 직무스트레스와 감정 노동이 직무몰입에 미치는 영향에서 긍정심리자본의 매개 효과를 알아보는데 그 목적이 있다. 교사 직무스트레스 실태를 종합적으로 파악하고자 관계 요인, 업무요인, 정책 요인으로 나누어 분석(김종민 외, 2018. 경기도교육연구원)하고 특히 스트레스 요인 중 가장 비중 있는 감정 노동 부분은 분리하여 더 상세히 분석하고자 한다. 이를 위해 경기도, 경기도, 서울, 전라남도 소재 초등학교교사 500명을 대상으로 자료를 수집하여 SPSS 20.0 프로그램을 활용하여 변인들의 기술통계치를 산출하고자 한다. 초등교사의 인구통계학적 변인간에 유의한 차이가 있는지 확인하기 위해 t-검정과 일원배치 분산분석(ANOVA)을 실시한다. 그리고 연구에 포함된 변인들간의 상관계수를 산출하고 Baron과 Kenny(1986)의 절차에 따른 3단계 회귀분석과 부트스트래핑(bootstrapping) 기법을 적용하여 매개효과의 유의성을 검증하고자한다.

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Statistical Analysis of Marine Accidents by ANOVA (ANOVA에 의한 해양사고의 통계분석)

  • Park, Byung-Soo;Ahn, Young-Sup
    • Journal of the Korean Society of Marine Environment & Safety
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    • v.13 no.3
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    • pp.191-198
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    • 2007
  • Marine accidents are increasing as time goes on, in spite of lots of efforts are given. Marine accidents can be classified 3 categories those are ship's condition, navigator's condition and weather condition. In this paper, statistical analysis were carried using marine accidents data from 1997 to 2006. In order to analyze accident rate by time zone, ship's speed and finding distant, SPSS variance analysis was carried out. Results are followed. There was significant difference between time zone 20${\sim}$04 hours and other time zones. The accident rate in daytime was bigger than that at night. In case of the speed at collision, the speed of 5${\sim}$10 knot has significant difference to other speed cases. In finding distant cases, the case of less than 1 mile has significant difference to other distant cases.

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