• 제목/요약/키워드: Regression line

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청소년 및 성인 환자에서 II급 부정교합 치료시 연조직 변화에 관한 비교 (Comparison of Soft Tissue Changes between Adolescents and Adults in Class II Malocclusion Treatment)

  • 장나영;조진형;이유미;강경화
    • Journal of Oral Medicine and Pain
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    • 제34권3호
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    • pp.277-294
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    • 2009
  • 본 연구의 목적은 II급 청소년, 성인 환자에서 발치와 비발치 후 연조직 변화를 비교하기 위한 것이었다. 원광대학교 치과병원 교정과에 내원한 환자 68명을 각각 청소년발치군, 청소년비발치군, 성인발치군, 성인비발치군으로 분류하여 치료 전후의 측모 두부방사선사진을 계측하였다. 각 군의 치료 전후를 비교하고 각 군 간의 변화량을 비교하였으며, 그 중 통계적으로 유의한 변수들의 상관성과 회귀분석을 하여 다음과 같은 결과를 얻었다. 청소년과 성인의 발치군에서 비순각은 유의하게 증가하였고 비발치군에서는 유의하게 감소하였다. 발치군에서는 vertical-U1과 E line-upper lip의 변화량 간에, vertical-U1과 E line-lower lip의 변화량 간에, vertical-L1과 vertical-Li의 변화량 간에 양의 상관관계를 보였다. 또한 발치군에서 회귀분석을 통해 E line-upper lip, E line-lower lip, Li에 대한 단순회귀방정식이 도출되었다.

상반신 체표면전개도에 의한 길원형 설계의 기초 연구 (A Basic Study on the Construction of Bodice Pattern for Development Figure of Trunk Surface)

  • 문명옥
    • 복식
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    • 제45권
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    • pp.17-28
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    • 1999
  • This study was to analyze factors of the body form and factors of bodice pattern through a surface developement figure for the tight bodice pattern design. Fifty replicas of the trunk surface were made by applying a surgical tape method of female subjects between 18 and 24 years old. The result was as follows: 1. The gaps between direct measurements and measurements of the surface development figure were regarded as allowances for the tight bodice pattern. 2. There are four factors of body form selected by factor analysis. The 1st factor signifies th degree of fatness in the upper body. The 2nd factor signifies the length of the upper body. The 3rd factor signifies the part of the front shoulder. The 4th factor signifies the part of the neck. 3. There are high correlations between center back line of the surface development figure and back length line side line front length line back neck depth back upper chest depth. There are high correlations between back bust line of the surface development figure and back interscye breadth line back upper chest line back armhole line. There are high correlations between front bust line of the surface development figure and front upper chest line front interscye breadth line front armhole line front neck breadth 4. The regression expressions of measurements of the surface development figure of the upper body were analyzed as(Fig. 3).

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온라인상의 패션제품 구매의도에 영향을 미치는 온라인 점포 속성에 관한 연구 (A Study on the Effect of On-line Store Attributes on Consumers' Purchase Intention of Internet Fashion Product Shopping)

  • 구양숙;이승민
    • 한국의류학회지
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    • 제25권6호
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    • pp.1100-1111
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    • 2001
  • The purpose of this study was to develop fashion On-line store attributes for fashion On-line shopping mall and to identify significant On-line store attributes, influencing consumers'purchase intention of interned fashion product shopping. A questionnaire was administered to 456 adults who had purchasing experience at fashion On-line shopping mall. SPSS 9.0 package was used for data analysis. Factor analysis, $X^2-test$, t-test, frequency, percentage, one-way ANOVA, multiple regression analysis were utilized. The results were as follows; 1. The On-line store attribute dimensions of fashion On-line shopping mall were tangibility, variety, marketing promotion, responsiveness, reputation, price and convenience. 2. The purchase experienced consumers showed higher purchase intention of Internet fashion product shopping and highly perceived about all sub-factors, except reputation. in On-line store attributes that have significantly positive influence on fashion On-line shopping attitudes. The purchase experienced consumers showed more favorable attitudes toward Fashion On-line shopping than non purchase experienced consumers. Attitudes toward Fashion On-line shopping have directly impact on purchase intention of Internet fashion product shopping.

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The influence of age on lip-line cant in adults: a cross-sectional study

  • Choi, Sung Hwan;Kim, Jung Suk;Kim, Cheol Soon;Hwang, Chung Ju
    • 대한치과교정학회지
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    • 제46권2호
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    • pp.81-86
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    • 2016
  • Objective: The aims of this study were to assess the direction and degree of lip-line cant in Korean adult orthodontic patients and to identify the effects of sex and age on changes in the cant severity. Methods: In this cross-sectional retrospective study, lip-line cant was measured in the frontal photographs of 585 Korean patients (92 men and 493 women) aged 18-48 years. The outcome variables (direction and degree of lip-line cant) were assessed in terms of predictor variables (sex, age, sagittal skeletal relationship, and menton deviation angle). Results: The direction of lip-line cant did not differ according to sex, age, or skeletal classification. Patients had $1.6^{\circ}$ of lip-line cant on average before orthodontic treatment. Middle-aged adults displayed a significant trend toward a lower degree of lip-line cant compared to younger adults (p < 0.01). Multiple linear regression analysis showed that the degree of lip-line cant was weakly negatively correlated with age (p < 0.001). Conclusions: While the direction of lip-line cant did not differ according to the parameters explored here, the degree of cant was correlated with age in adults, independent of menton deviation. Specifically, middle-aged adults tended to display significantly lower degrees of lip-line cant than did younger adults.

지가와 주거환경요소의 상관성에 관한 연구 - 부산광역시 해운대구, 수영구를 중심으로 - (A Study on the Correlativity Between Land Price and Residental Environment Elements - Focusing on the Haeundae-Gu and Suyoung-Gu in Busan City -)

  • 김가야;정창식;류재홍;김정호
    • 한국지리정보학회지
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    • 제8권4호
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    • pp.52-60
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    • 2005
  • 본 연구에서는 부산시의 대표적인 주거지역이면서 워터프런트지역을 포함하고 발전해 온 수영구와 해운대구를 중심으로 지가와 주거환경요소의 상관성 및 주거환경요소가 지가에 미치는 영향을 고찰해 보고자 했다. 이를 위해 지가를 종속변수로 하고 주거환경요소를 설명변수로 하여 상관분석 및 회귀분석을 실시하였다. 먼저 지가와 각 변수간의 상관성을 보면 모든 대상지역에서 토지이용과 간선도로와의 거리, 지하철역까지의 거리가 공통적으로 지가와 상관성이 높은 변수로 밝혀졌고, 회귀분석을 통해 각 변수별 설명력을 알아본 후 지가에 대한 변수의 설명력이 높은 순으로 누적 설명력을 살펴본 결과 7개의 변수로 수영구는 67%, 해운대구는 50.5%의 설명력이 있는 것으로 드러났다. 또한 본 연구에서 특히 관심을 가지고 설정해 본 해안까지의 거리변수는 지가와 상관분석 결과 모든 대상지역에서 그다지 상관성이 높지 않았으며, 회귀분석 결과에서도 각 지역별로 6.4%~7.6%의 설명력을 갖는 것으로 밝혀져 지가를 설명하는 변수로서 중요도도 높지 않은 것으로 나타났다.

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회귀분석을 이용한 소형 유니버셜 모터의 진동해석 (Vibration Analysis of Small Universial Motor by Regression Analysis)

  • 차원준;최연선
    • 한국소음진동공학회:학술대회논문집
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    • 한국소음진동공학회 2002년도 추계학술대회논문집
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    • pp.86-91
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    • 2002
  • The regression analysis in the six sigma process is used to reduce the vibration of an electric grinder. The vibration characteristics and the contribution of each part to overall vibration of the electric grinder is investigated through various vibration measurements and frequency analysis for the assembled and disassembled one. Then the application of the regression analysis finds out that the rotating components of the armature have more severe contributions to the overall vibration than the frequency components of the fan or the gear part, which is decided with higher value of the coefficient of determination. The unbalance and looseness of the armature and the fan are tested again by the regression analysis in order to decide how much unbalance or looseness should be reduced for the predetermined goal of vibration level of the electric grinder. These results show that the regression analysis can be a valuable tool in production line to decide where and how much faults needs to be adjusted for the reduction of vibration and noise.

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Support Vector Regression을 이용한 서보 시스템의 기계적 상수 추정 (Mechanical Parameter Identification of Servo Systems using Robust Support Vector Regression)

  • 조경래;석줄기
    • 전력전자학회논문지
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    • 제10권5호
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    • pp.468-480
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    • 2005
  • 서보 시스템의 전체 제어 성능은 기계적 상수의 변화와 부하 토크의 영향을 크게 받는다. 그러므로 서보 시스템의 성능을 향상시키기 위해서는 기계적 상수와 부하 토크를 정확히 알 필요가 있다. 본 논문에서는 Support Vector Regression(SVR)을 이용한 기계적 상수와 부하 토크 추정 알고리즘을 제안한다. 실험 결과는 제안된 SVR 알고리즘이 서보 시스템의 기계적 상수와 부하 토크를 정확하게 추정하고 있음을 보여준다.

A Local Influence Approach to Regression Diagnostics with Application to Robust Regression

  • Huh, Myung-Hoe;Park, Sung H.
    • Journal of the Korean Statistical Society
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    • 제19권2호
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    • pp.151-159
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    • 1990
  • Regression diagnostics often involves assesment of the changes that result from deleting multiple cases. Diagnostic mehtodology based on global influence measure, however, needs prohibitive computing time. As an alternative, Cook (1986) developed influence approach in which it is checked whether a minor modification of specifiation influences key results of an analysis. In line with Cook's development, we propose and study an inflence derivative method that yields both the magnitude and direction of case influences. The utility of our methodology is highlighted when case influence derivatives are plotted in a lower demensional space. Such plots are especially effective in unmasking "masked" observations in least squares regression and in robust regression also. We give several illustrations.strations.

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4년생 인삼의 수량 진단 (Estimation of Yield in Panax ginseng)

  • 안상득;최광태
    • Journal of Ginseng Research
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    • 제11권1호
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    • pp.46-55
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    • 1987
  • 인삼의 수량은 토양 및 기상 환경, 재배조건 등 여러가지의 복잡한 요인들이 작용할 뿐 아니라 목적으로 하는 뿌리를 직접 관찰할 수 없기 때문에 정확한 수량진단이 어려운 실정이나 생육상황, 즉 인삼의 지상부 형질과 포장의 결주정도에 따라 예상 수확량을 추정하고자 지상부의 몇몇 형질과 근중간의 상관관계 및 수확량의 이론치와 실측치간의 부합도를 조사하였던 바, 그 결과를 요약하면 다음과 같다. 1. 인삼의 수량 결정에 가장 큰 요인이 되는 근중은 지상부의 경직경, 엽장, 엽폭, 엽장의 순으로 높았다. 3. 수량진단방식은 개개의 형질별 추정방식보다는 각 주요 형질들을 종합하여 추정하는 것이 실제 수량과의 오차를 훨씬 감소시켰다.

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Optimal Efficiency Control of Induction Generators in Wind Energy Conversion Systems using Support Vector Regression

  • Lee, Dong-Choon;Abo-Khalil, Ahmed. G.
    • Journal of Power Electronics
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    • 제8권4호
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    • pp.345-353
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    • 2008
  • In this paper, a novel loss minimization of an induction generator in wind energy generation systems is presented. The proposed algorithm is based on the flux level reduction, for which the generator d-axis current reference is estimated using support vector regression (SVR). Wind speed is employed as an input of the SVR and the samples of the generator d-axis current reference are used as output to train the SVR algorithm off-line. Data samples for wind speed and d-axis current are collected for the training process, which plots a relation of input and output. The predicted off-line function and the instantaneous wind speed are then used to determine the d-axis current reference. It is shown that the effect of loss minimization is more significant at low wind speed and the loss reduction is about to 40% at 4[m/s] wind speed. The validity of the proposed scheme has been verified by experimental results.