• Title/Summary/Keyword: Variance of Analysis

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The Effects of Participation in Family Leisure Activity on School Adjustment of Middle School Students (가족스포츠여가활동 참여가 중학생들의 학교생활적응에 미치는 영향)

  • Lee, Jung-Joo;Ko, Wi-Sug;Han, Gun-Soo
    • Journal of the Korea Academia-Industrial cooperation Society
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    • v.13 no.6
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    • pp.2690-2696
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    • 2012
  • The purpose of this research was to investigate effects of participation in family leisure activity on school adjustment of middle school students. A total of six hundred questionnaires were distributed to the subjects, but only 587 questionnaires were collected. After excluding 12 questionnaires, 575 questionnaires were used for the analysis. An analysis of variance and independent t test were conducted using SPSS 18.0 for Windows and all comparisons were made at the p<.05 level of significance. The results showed that gender did not affect on school adjustment. There were significant differences in school adjustment by academic grades and family leisure activity participation(p<.05). It was concluded that participating in family leisure activity may be beneficial for middle school students to adapt their school life better.

Application of Marine Geographic Information System Using Analysis of Control Points in Postprocessing DGPS Surveying (후처리 DGPS측량의 기준점 분석을 이용한 해양지리정보시스템 적용)

  • 김진영;장용구;김상석;강인준
    • Proceedings of the Korean Institute of Navigation and Port Research Conference
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    • 2004.04a
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    • pp.275-281
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    • 2004
  • Geodetic surveying using precise GPS equipment are used without analysis with a statistical verification of GPS observed value and it was preformed by necessity to integration projection of digital topographic map and nautical Chart for integration geographic information system construction. The purpose of this study proposes method that improve accuracy of GPS observed value and direction that integrally manage digital topographic map and electronic nautical chart in analyzing the boundary line error between digital topographic map and nautical Chart. For improvement of the precision of GPS observed value, the author studied precision-analysis of GPS observed value by geometric strength and variance factor in 3 control points used in GPS network adjustment. This study compare the whole boundary point error When producing EDM measurement using this GPS observation results and setting digital topographic map and nautical chart by these boundary.

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The Effects of the Nursing Practice Environment and Self-leadership on Person-centered Care Provided by Oncology Nurses

  • Shin, Sun-Ui;Yeom, Hyun-E
    • Journal of Hospice and Palliative Care
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    • v.24 no.3
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    • pp.174-183
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    • 2021
  • Purpose: This study aimed to investigate the effects of the nursing practice environment and self-leadership on person-centered care provided by oncology nurses. Methods: This cross-sectional study included 145 nurses who worked in oncology wards at eight university hospitals in Seoul, Daejeon, and Chungcheong Province with at least six months of experience. Data were collected using a self-administered survey and analyzed using descriptive statistics, Pearson correlation coefficients, the t-test, analysis of variance, and hierarchical multiple regression analysis in SPSS version 26.0. Results: Person-centered care was significantly correlated with the nursing practice environment (r=0.27, P<0.001) and self-leadership (r=0.40, P<0.001), and the nursing practice environment was correlated with self-leadership (r=0.380, P<0.001). Hierarchical multiple regression analysis showed that the nursing practice environment was a significant predictor of person-centered care (β=0.31, P<0.001), after adjusting for covariates including monthly salary, total clinical career, and the position of oncology nurses. Self-leadership was a significant predictor of person-centered care (β=0.34, P<0.001) after controlling for the nursing practice environment, along with covariates. The final model explained 18.7% of the variance in personcentered care. Conclusion: Our findings emphasize the importance of the nursing practice environment and nurses' self-leadership for providing person-centered care in oncology care units. Educational programs to reinforce nurses' self-leadership and administrative support for nursing practice are necessary to improve oncology nurses' capability to provide person-centered care.

Decomposition Analysis of Time Series Using Neural Networks (신경망을 이용한 시계열의 분해분석)

  • Jhee, Won-Chul
    • Journal of Korean Institute of Industrial Engineers
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    • v.25 no.1
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    • pp.111-124
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    • 1999
  • This evapaper is toluate the forecasting performance of three neural network(NN) approaches against ARIMA model using the famous time series analysis competition data. The first NN approach is to analyze the second Makridakis (M2) Competition Data using Multilayer Perceptron (MLP) that has been the most popular NN model in time series analysis. Since it is recently known that MLP suffers from bias/variance dilemma, two approaches are suggested in this study. The second approach adopts Cascade Correlation Network (CCN) that was suggested by Fahlman & Lebiere as an alternative to MLP. In the third approach, a time series is separated into two series using Noise Filtering Network (NFN) that utilizes autoassociative memory function of neural network. The forecasts in the decomposition analysis are the sum of two prediction values obtained from modeling each decomposed series, respectively. Among the three NN approaches, Decomposition Analysis shows the best forecasting performance on the M2 Competition Data, and is expected to be a promising tool in analyzing socio-economic time series data because it reduces the effect of noise or outliers that is an impediment to modeling the time series generating process.

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Dynamic Parameter Analysis of Bolted Joint (볼트 결합부의 동적 파라미터 해석)

  • 백성남;지태한;박영필
    • Proceedings of the Korean Society for Noise and Vibration Engineering Conference
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    • 1994.10a
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    • pp.244-249
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    • 1994
  • The dynamic characteristics of mechanical structure are strongly affected by the properties of joint parameters. In this study, the test structures are constructed with two beam structures which are clamped by bolts, and a bolted joint which is modelled as a lumped stiffness element. To identify the dynamic joint parameters with variance of clamping torque of bolts, the sensitivity analysis and the mode energy analysis methods are investigated experimentally. As a result of these two methods, stiffnesses of bolted joint are experimentally found to increase as the clamping torque increases. These stiffnesses identified from the sensitivity analysis and the mode energy analysis method have some difference.

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A Study on the Vibrational Characteristics of a Foot Mount Type Gearbox for Epicyclic Gear Train (바닥고정형 유성기어박스의 진동특성에 관한 연구)

  • Lee, Dong-Hwan;Yun, In-Seong;Cheon, Gil-Jeong
    • Transactions of the Korean Society of Mechanical Engineers A
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    • v.24 no.10 s.181
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    • pp.2619-2627
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    • 2000
  • In this paper, the vibrational characteristics of a foot mount type gearbox for epicyclic gear train have been studied. The modal parameters and mode shapes of a gearbox have been computed using AN SYS code. Modal testing was carried out to verify the FEM analysis model. It has been shown that the analysis results are in good agreements with the experimental results. Harmonic analysis has been executed to verify the effect of thickness variance of gearbox housing on the modal response. Analyzing the calculated results, some guides for optimal vibration response has been deduced.

Examining the Relationships Among Elementary Mathematics Teachers' Self-Efficacy Beliefs, Constructivist Beliefs, and Years of Experience (초등학교 수학 교사의 자기효능감, 구성주의적 교육신념, 그리고 교사경력간의 관계 분석)

  • Hwang, Sunghwan;Chu, Yoosun;Albert, Lillie R.
    • Journal of Elementary Mathematics Education in Korea
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    • v.24 no.1
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    • pp.31-52
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    • 2020
  • This study aimed to examine the relationships among elementary mathematics teachers' self-efficacy beliefs, constructivist beliefs, and years of experience. This study used the primary data set of 299 Korean elementary school teachers. Exploratory and confirmatory factor analysis, Pearson's correlation test, multivariate analysis of variance, and structural equation modeling were conducted. This study found that mathematics teachers' self-efficacy beliefs were positively related to their years of experience and constructivist beliefs, whereas there was no significant association between teachers' years of experience and constructivist beliefs. Additionally, teachers' self-efficacy beliefs significantly mediated the relationship between years of experience and constructivist beliefs.

Applying Principal Component Analysis to Go Openings (주성분분석을 통한 바둑 포석 분석)

  • Lee, Byung-Doo;Park, Jong-Wook
    • Journal of Korea Game Society
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    • v.13 no.2
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    • pp.59-70
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    • 2013
  • Although the history of the game of Go is more than 2,500 years, the theoretical studies of Go are still insufficient. In recent years a lot of studies using Artificial Intelligent(AI) have been conducted, but they do not provide the prominent theoretical reality. We applied Principal Component Analysis(PCA) to the professional Go openings, which are the early stage in Go, to analyze them especially focused on the Go game records of the professional 9-dan player Lee Sedol who is the world's top professional Go player. The results showed that among the 361 eigenvectors the 48 most significant eigenvectors capture most of the variance (99.9%) and the 30 most significant eigenvectors enable to possess 90.5 percent of the total variance. This result would be expected to considerably contribute to pattern recognition research of the professional Go openings in the near future.

A Study on the Concept of Sample by a Historical Analysis (표본 개념에 대한 고찰: 역사적 분석을 중심으로)

  • Tak, Byungjoo;Ku, Na Young;Kang, Hyun-Young;Lee, Kyeong-Hwa
    • School Mathematics
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    • v.16 no.4
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    • pp.727-743
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    • 2014
  • The concepts of sample and sampling are central to the statistical thinking and foundations of the statistical literacy, so we need to be emphasized their importance in the statistics education. However, many researches which dealt with samples only analyze textbooks or students' responses. In this study, the concept of sample is addressed by a historical consideration which is one aspect of the didactical analysis. Moreover, developing concept of sample is analyzed from the preceding studies about the statistical literacy, considering the sample representativeness and the sampling variability. The results say that the historical process of developing the concept of sample can be divided into three step: understanding the sample representativeness; appearing the sample variance; recognizing the sampling variability. Above all, it is important to aware and control the sampling variability, but many related researches might not consider sample variability. Therefore, it implies that the awareness and control of sampling variability are needed to reflect to the teaching-learing of sample for developing the students' statistical literacy.

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Variation of Fruit and Seed Morphology of 6 Natural Populations of Sorbus commixta Hedl. in Korea (마가목 6개 천연집단의 열매와 종자 형질 변이)

  • Song, Jeong-Ho;Jang, Kyung-Hwan
    • Journal of Korean Society of Forest Science
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    • v.102 no.1
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    • pp.1-6
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    • 2013
  • This study was conducted to investigate the variation of fruit and seed morphology among populations and among individuals within population of Sorbus commixta Hedl. distributed in Korea. Fruits collected from 42 trees in six natural populations and their six fruit and four seed characteristics were analyzed. In all characteristics, there were significant differences among populations and among individuals within populations. Especially, number of fruits per fruit-bearing branch and number of seeds per fruit showed higher values among populations in total variance component. Coefficients of variation in the number of fruits per fruit-bearing branch and seed weight are relatively high (42.0~75.3%) compared to other traits (11.9~32.1%). As a result of simple correlation analysis, the number of fruits per fruit-bearing branch showed a significant positive correlation with latitude but showed a negative correlation with longitude. According to cluster analysis, geographically close populations showed the tendency of clustering into the same group. Three principal components (PC) were deduced from principal component analysis, which explain the 87% of total variance of fruit and seed characteristics. The highest contribution was seed length and seed weight in PC1, fruit width and seed index in PC2 and fruit length and number of fruits per fruit-bearing branch in PC3.