• 품질경영학회지
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• 제24권2호
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• pp.128-141
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• 1996

The advent of the quality-improvement movement caused a great expansion in the use of statistically designed experiments in industry. The regression method is often used for the analysis of data from such experiments. However, the data for a quality characterstic often takes the form of counts or the ratio of counts, e.g. fraction of defectives. For such data the analysis using generalized linear models is preferred to that using the simple regression model. In this paper we introduce the generalized linear model and show how it can be used for the analysis of non-normal data from quality-improvement experiments.

• 한국터널지하공간학회 논문집
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• 제10권3호
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• pp.233-243
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• 2008

터널 건설시 조사 및 설계 단계에서 예측한 터널의 거동은 지반의 지질 구조 및 재료 특성의 복잡함 등으로 인해 실제 시공 중의 거동과 일치하지 않는 경우가 많다. 따라서 시공 중에는 관찰과 계측을 통하여 지반과 지보재의 거동을 확인하고 위험이 예상될 경우 신속히 굴착 방법 및 보강 방법 등을 변경하므로써 터널의 안정성을 확보해야 한다. 그리고 이러한 목적을 위해서는 가급적 굴착 초기 단계에서 터널의 변형 거동을 파악하고 이로부터 최종적인 변위를 예측하는 과정이 필요하다. 본 연구에서는 NATM 방식에 의해 시공 중인 국내 두 곳의 도로터널 현장에서 수집한 변위 계측 data를 분석하여 굴착 초기 측정 내공변위량과 최종 내공변위량과의 관계를 통계적으로 유도하였다. 이 때 굴착 후 계측 전 까지 미측정 내공변위량을 추정하기 위하여 기존의 근사함수식을 수정하여 회귀분석하는 방법과 본 연구에서 제안하는 막장거리 1D(D:터널직경)까지의 계측 data를 이용하여 현장에서 용이하게 적용할 수 있는 간단한 선형 회귀분석을 이용하는 방법을 적용하였다. 최종적으로, 계측 전 변위량을 포함한 굴착 초기 내공변위와 최종 내공변위와의 관계를 통계적 방법을 통해 선형관계식으로 근사적으로 표현할 수 있었으며, 이 때 계측 전 변위량 추정방법으로 지수함수를 이용한 경우와 선형 회귀분석을 이용한 경우에 대해서 결과의 차이는 그다지 크지 않은 것으로 나타났다.

• Human Ecology Research
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• 제53권3호
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• pp.253-263
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• 2015

This study investigates the effect of consumer culture and awareness of wedding ceremonies between parents and children as well as preference for a simple wedding in order to develop a simple wedding concept. The data for statistical analysis came from 375 of children 216 and parents 159. Data was analyzed with t -test, analysis of variance, exploratory factor analysis, Cronbach's $\alpha$ and regression analysis by SPSS ver. 18.0. The results were summarized as follows. First, children had a higher symbolic consumption than parents and parents had a higher functional consumption than children. Second, children prefer a discriminate and characteristic small wedding, while parents prefer an economical, meaningful and nonconforming simple wedding. The variables that effect parents simple wedding preferences were consumer culture, awareness of wedding ceremony, gender, and education; those of children were, consumer culture, awareness on wedding ceremony, gender, and age. Children had a functional and economical consumption focused on meaningfulness and rationale of the wedding, they prefer an economical meaningful small wedding. Children had functional consumption that prefers a discriminate characteristic small wedding and a nonconforming small wedding compared to men. Parents did not have symbolic consumption and focused on the meaningfulness and rationale of the wedding, they prefer an economical meaningful small wedding. Parents focused on the meaningfulness and rationale of the wedding; in addition women prefer a discriminate characteristic small wedding compared to men. Parents had functional consumption and focused on the meaningfulness and rationale of the wedding with a preference for a nonconforming small wedding.

• 기술경영경제학회:학술대회논문집
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• 기술경영경제학회 1997년도 제11회 하계학술발표회 논문집
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• pp.83-123
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• 1997

The psychological work environments which facilitate technology innovations in organizations are divided into two dimensions of supportive work environments and challenging work environments. The confirmatory factor analysis confirmed the construct validity of two work environments. And simple and hierarchical regression analysis confirmed the significant effects of two work environments on motivations to the technology innovations. Therefore, Both of the challenging work environments(uncertainty of exta- organizational environments and tasks) and supportive work environments(managerial environments of intra-organizations) are the two important psychological work environments which facilitate technology innovations in organizations.

• 한국조리학회지
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• 제13권2호
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• pp.12-21
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• 2007

The purpose of this study was to examine the effect of subjective norms on customers' intention to engage in voice of dissatisfaction responses, the effect of subjective norms on attitude, and the mediating effect of attitude on the relationships between subjective norms and customers' intention to engage in voice of dissatisfaction responses. The simple regression analysis is used in order to estimate the effects of subjective norms on customers' intention to engage in voice of dissatisfaction responses and attitude. The mediated regression analysis is used in order to estimate the mediating role of attitude of the effect of subjective norms on customers' intention to engage in voice of dissatisfaction responses. Results of the study demonstrated that the inclusion of perceived behavioral control did significantly improve the predictability of the voice of dissatisfaction response intentions. Furthermore, the mediating analysis indicated that the influence of subjective norms was mediated by mediator. In the contests of voice behavior, the effect of subjective norms on intention was mediated by attitude.

• 융합경영연구
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• 제10권5호
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• pp.15-24
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• 2022

Purpose: The purpose of this study is to find a way to improve and overcome the psychological treatment limited to the negative factors dealt with in psychology from a positive psychological point of view. To this end, this study aims to verify whether a positive psychotherapy program can improve happiness, resilience, and post-traumatic growth along with improvement of psychological symptoms such as depression. Research design, data and methodology: To this end, in this study, mean difference analysis was conducted using t-test on 10 participants in the 16th PPT program and 14 in the control group. Also, after setting the main variables, we tried to confirm the effectiveness through simple regression analysis and multiple regression analysis of the causal relationship model. Results: As a result of the independent sample t-test and the paired sample t-test, it was confirmed that the group participating in the PPT program had higher flourish, happiness, resilience, post-traumatic growth, and lower depression. In addition, as a result of regression analysis, it was confirmed that post-traumatic growth had a positive effect, and that depression was a life-threatening factor. Conclusions: Since the PPT program has a positive effect on the participants with relatively negative psychological symptoms, it is necessary to expand it. In addition, it is necessary to introduce various preventive programs such as PPT as well as traditional psychological treatment for negative symptoms such as depression.

• 영어어문교육
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• 제13권3호
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• pp.1-22
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• 2007

The study examined the effects of explicit derivational morphology instruction (henceforth DMI) on the incidental vocabulary acquisition and reading comprehension of 132 Korean 1st-year high school students who responded to a battery of tests (two vocabulary tests and a reading comprehension test). Multiple statistical tools were used to analyze the data: Analysis of Covariance (ANCOVA), Analysis of Variance (ANOVA), Simple Regression Analysis, Tests of Simple Main Effects, and effect size computation using Cohen's d. The results indicated that (a) DMI enhanced students' ability to infer word meanings in context, (b) DMI promoted high proficiency students' reading comprehension, whereas it impeded intermediate proficiency students' reading comprehension, (c) vocabulary knowledge has a strong positive predictive value for reading comprehension, and (d) the gaps of vocabulary knowledge across proficiency levels were still substantial, despite the observation that DMI promoted students' vocabulary acquisition. These results have a bearing on English as Foreign Language (EFL) reading pedagogy.

• 환경영향평가
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• 제4권2호
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• pp.93-103
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• 1995

This study was carried out to suggest the best statistical test to analyze the trend in monthly water quality data. Traditional parametric tests such as t-test and regression analysis are based on the assumption that the underlying population has a normal distribution and regression analysis additionally assumes that residual errors are independent. Analyzing 9-years monthly COD data collected at Paldang in Han River, the underlying population was found to be neither normal nor independent. Therefore parametric tests are invalid for trend detection. Four Kinds of nonparametric statistical tests, such as Run Test, Daniel test, Mann-Kendall test, and Time Series Residual Analysis were applied to analyze the trend in the COD data, Daniel test and Mann-Kendall test indicated upward trend in COD data. The best nonparametric test was suggested to be Daniel test, which is simple in computation and easy to understand the intuitive meaning.

• 대한가정학회지
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• 제33권6호
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• pp.73-88
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• 1995

the purpose of this study was to compare the consumption of personal and material resources between working wives and full-time housewives and to conceptualize the cost of working wives by the degree of additional consumption of the resources. The proposed costs of working wives included the long working time (time cost), the short leisure time(energy cost), the increase of expenditures fro services and the serious role conflict(psychological cost). Three methods, t-test, simple regression analysis, multiple regression analysis/tobit analysis were used to analyse the differences in consumption of resources between two groups. On the basis of the analysed results, the employment cost of working wives were discussed.

• 한국의류산업학회지
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• 제10권4호
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• pp.515-525
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• 2008

The primary purpose of this study was to investigate consumers' purchasing behavior of apparel products with solo shopping orientation. The data were collected in Busan and Ulsan from 279 adult women. The aforementioned were analyzed utilizing frequency, factor analysis, simple regression analysis, multiple regression analysis and chi-square($X^2$) test using SPSS Win 12.0. The results showed as follows. The motive factors to alone purchasing behavior of apparel products of consumers were convenience, hedonic aim, consumption centered oneself, load to going together, nonexpected shopping and time utilization. Specially the higher consumers recognized importantly convenience and hedonic aim, the higher they had a solo shopping orientation. The more consumers experienced feelings such as hedonic aim, it was the same. Also the high consumers satisfied on purchase of apparel products, it was just the same.