• 제목/요약/키워드: subjective probability

검색결과 127건 처리시간 0.021초

로짓모형을 이용한 통신 서비스품질 평가방법 (Evaluation Method of Quality of Service in Telecommunications Using Logit Model)

  • 조재균;안혜숙
    • 산업공학
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    • 제15권2호
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    • pp.209-217
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    • 2002
  • Quality of Service(QoS) in the telecommunications can be evaluated by analyzing the opinion data which result from the surveyed opinions of respondents and quantify subjective satisfaction on the QoS from the customers' viewpoints. For analyzing the opinion data, MOS(mean opinion score) method and Cumulative Probability Curve method are often used. The methods are based on the scoring method, and therefore, have the intrinsic deficiency due to the assignment of arbitrary scores. In this paper, we propose an analysis method of the opinion data using logit models which can be used to analyze the ordinal categorical data without assigning arbitrary scores to customers' opinion, and develop an analysis procedure considering the usage of procedures provided by SAS(Statistical Analysis System) statistical package. By the proposed method, we can estimate the relationship between customer satisfaction and network performance parameters, and provide guidelines for network planning. In addition, the proposed method is compared with Cumulative Probability Curve method with respect to prediction errors.

Bayesian Model Selection in the Gamma Populations

  • Kang, Sang-Gil;Kang, Doo-Young
    • Journal of the Korean Data and Information Science Society
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    • 제17권4호
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    • pp.1329-1341
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    • 2006
  • When X and Y have independent gamma distributions, we consider the testing problem for two gamma means. We propose a solution based on a Bayesian model selection procedure to this problem in which no subjective input is considered. The reference prior is derived. Using the derived reference prior, we compute the fractional Bayes factor and the intrinsic Bayes factors. The posterior probability of each model is used as a model selection tool. Simulation study and a real data example are provided.

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Thinking Science 프로그램의 확률 활동이 중학생의 확률적 사고 형성에 미치는 효과 (The Effects of the Probability Activities in Thinking Science Program on the Development of the Probabilistic Thinking of Middle School Students)

  • 신경인;이상권;신애경;최병순
    • 대한화학회지
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    • 제47권2호
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    • pp.165-174
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    • 2003
  • 이 연구의 목적은 중학생의 인지수준과 확률적 사고수준을 측정하여 그 관계를 분석하고 Thinking Science (TS) 프로그램의 확률 활동을 적용하여 그 효과를 분석하는 것이다. 중학교 1학년 219명을 실험집단과 통제집단으로 나누어, 실험집단에는 TS 프로그램의 확률 활동을, 통제집단에는 전통적인 과학 수업을 적용하였다. 결과에 의하면, 중학생의 인지수준은 대부분 구체적 조작기에 해당하였고, 많은 학생들의 확률적 사고수준은 확률 문제 해결에 양적 전략을 사용하면서 주관적 전략도 함께 사용하는 과도기적인 수준이었다. 또한, 인지수준이 높을수록 확률적 사고 수준도 높았으며, 확률의 구성요소 중에서 표본 공간과 한 사건에 대한 확률이 확률 비교와 조건부 확률보다 먼저 발달하였다. TS 프로그램의 확률 활동은 학생들이 확률 문제 해결에 양적 전략을 사용하도록 하는 데에 효과적이었다. 특히 사전에 확률 문제 해결에 주관적 전략과 양적 전략을 혼용하던 중기 구체적 조작기인 학생들이 사후에 양적 전략을 사용하도록 하고, 한 사건에 대한 확률을 인식하도록 하는 데에 효과가 있었다.

일 농촌지역 성인흡연자의 금연변화단계별 니코틴의존도, 흡연태도, 및 주관적 규범 (Nicotine Dependence, Smoking-related Attitude, and Subjective Norms across the Stages of Change for Smoking Cessation among Adults Smokers in a Rural Area)

  • 김영희;서남숙;강혜영
    • 대한간호학회지
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    • 제36권6호
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    • pp.1023-1032
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    • 2006
  • Purpose: The purpose of this study was to identify nicotine dependence, smoking-related attitude, and subjective norms across the stages of change for smoking cessation among adult smokers in a rural area. Method: The subjects were 276 current smokers (male=243, female=33). There were 3 stages of change for smoking cessation: pre-contemplation, contemplation, and preparation stage. Data was collected by an interview or self-reporting from February 12th to March 5th 2004, and analyzed with frequency, percentage, $X^2-test$, Fisher's exact probability test, ANOVA, and Scheffe test using the SPSS-PC program. Result: According to the stages of change, 114(41.3%) current smokers were in pre-contemplation, 110(39.9%) in contemplation, and 52(18.8%) in the preparation stage. There was a higher percentage of males than females ($X^2-test$=8.99, p=.011) in the preparation stage. The mean score of the smoking-related attitude (F:7.43, p=.001) and subjective norm(F=27.41, p=.001) were both lowest in the pre-contemplation stage and increased positively during the stages of change for smoking cessation. Conclusion: Based on these findings, the authors recommend that community-based smoking cessation programs should be developed by considering the intention or motives of current smokers and should be initiated in the preparation stage and primarily for male groups.

중등도 이하 아토피 피부염에 영향을 미치는 환자 요인 (Aggravating and Mitigating Patient Factors Affecting Mild to Moderate Atopic Dermatitis)

  • 강동원;김윤범
    • 한방안이비인후피부과학회지
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    • 제33권4호
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    • pp.1-15
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    • 2020
  • Objectives : To investigate aggravating and mitigating factors of atopic dermatitis and to utilize the outcome in treatment planning. Methods : The research has a cross-sectional study design. Patients' SCORing Atopic Dermatitis (SCORAD) Index, demographic, physical characteristics, social history, serologic index and skin related instrumental measurements were analyzed with correlation and regression analysis method. Results : 48 patients in total were enrolled in the study. Skin Surface Hydration (SSH) and sex were found to be statistically significant aggravating and mitigating factors. As SSH increased, Total SCORAD (tSCORAD) and Objective SCORAD (oSCORAD) increased as well. As SSH decreased, tSCORAD and oSCORAD decreased as well. Female patient had a higher probability of suffering from severer subjective symptoms than that of male. Age, body mass index (BMI), alcohol consumption and smoking, transepidermal water loss (TEWL), IgE, IL-4, IL-5, IL-6, IFN-γ were found not to be statistically significant. There was no correlation between Subjective SCORAD (sSCORAD) and oSCORAD neither with Eczema Area and Severity Index (EASI). Conclusions : Increasing cutaneous moisture should be included in the treatment plan of atopic dermatitis. More emphasis should be put on alleviating subjective discomforts of female patients than that of male. Establishing separate strategies of managing objective eczema status and subjective discomforts respectively should be considered.

여주 추출물을 함유한 한방화장품의 주름 및 미백 개선에 관한 임상적 연구 (A Clinical Research about Herbal Cosmetics Containing Momordica charntia L. Extracts on the Anti-wrinkle and Whitening Effects)

  • 정호준;도은주;이진상;박현진;오규석;김미려;하일도;정용하;지선영
    • 한방안이비인후피부과학회지
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    • 제24권2호
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    • pp.68-78
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    • 2011
  • Objective : The purpose of this clinical research was to investigate the effects of herbal cosmetics containing Momordica charntia L. extracts on the anti-wrinkle and whitening effects. Methods : A total of 25 subjects who visited Daegu Hanny Oriental Medical Center from November 1st, 2010 to December 31th, 2010 were included in this study. In this study, we observed change of R1, R2, R3, R4, R5 for using products, change of average melanin content and pigmental area, analysis results of subjective wrinkle improvement, Analysis results of subjective whitening improvement. Statistical analysis was performed by using paired t-test and wilcoxon signed ranks test. Statistical significance was achieved if the probability was less than 5%(p<0.05) Results : Statistically, herbal cosmetics containing Momordica charntia L. extracts showed siginificant effect on change of R1, R2, R3, R4, R5 for using products, change of average melanin content and pigmental area, analysis results of subjective wrinkle improvement, Analysis results of subjective whitening improvement(p<0.05). And satisfaction after using herbal cosmetics was near good. Conclusions : Considering the above results, we have concluded that herbal cosmetics containing Momordica charntia L. extracts have the remarkable effects on the anti-wrinkle and whitening effects.

불확실성 모델을 사용한 퍼지 위험도분석 (A Fuzzy-based Risk Assessment using Uncertainty Model)

  • 최현호;서종원;정평기
    • 한국건설관리학회:학술대회논문집
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    • 한국건설관리학회 2003년도 학술대회지
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    • pp.473-476
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    • 2003
  • 본 논문에서는 일반적인 건설공사에 있어서 불확실성 모델링을 사용한 체계적인 퍼지위험도 분석기법 및 절차를 제시하였다. 본 논문에서 제시한 기법 및 절차는 전문가의 경험과 주관적인 판단을 이용해서 공사관련 위험사건들의 확률을 결정함으로써 건설공사의 위험도분석을 보다 실제적으로 할 수 있으며 퍼지집합이론 및 퍼지수 개념을 사용한 불확실모델링은 불명확하고 변동이 많은 건설공사에 내재된 사건들을 제어하는 데 효과적이다. 이는 위험도 분석을 위한 객관적인 자료가 부족하고 또 이로 인해 불가피하게 전문가의 경험에 주관적인 자료에 의존하는 한국과 같은 나라에서는 본 연구에서 제시한 불확실 모델링 절차는 정량적인 위험도 분석을 가능하게 함으로써 위험도 관리를 위해서도 매우 유용하게 쓰일 수 있다.

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수산식품인증제도에 대한 소비자 신념이 구매의도 편향성에 미치는 영향:조미김을 사례로 (The Effects of the Consumers' Beliefs of Seafood Certifications on The Behavioral Intention Biases in Making Certified Product purchases : Focused on Seasoned Laver)

  • 박정아;장영수
    • 수산경영론집
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    • 제47권3호
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    • pp.71-92
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    • 2016
  • This study examines the effects of consumer beliefs for food certifications on the behavioral intentions and the behavioral intention biases to purchase the certified seafoods by a subjective probability model which is on the basis of the mathematical probability model and the covariance model. The food certifications used on this study are 'Organic foods', 'Traceability system of food products' and. 'HACCP'. The representative foods of fishery products on this study is seasoned laver. The current study showed the following results. First, consumers have more than two different beliefs each for all certifications which are the subjects of this study. The beliefs of the certifications have an impact on the consumers when they consider to buy the certified seafood products. Second, consumers try to persuade by themselves to ensure that their particular belief about the certification could lead to a purchase the seafood products. Consumer beliefs of the "environmentally friendly production" on the organic foods certification is an important factor as much as the "guarantee of food safety" belief making a positive purchasing behavior intentions(PBI) bias for the organic seafood products. Consumers also have a positive PBI bias for certified seafood products in all certifications as long as a certification is considered to "guarantee the transparency of the food distribution process" as its belief. 'Traceability system' was the only one which didn't generate a positive PBI bias from the belief of "guarantee of food safety" out of three certifications.

가치스코어 모형을 이용한 기상정보의 기업 의사결정에 미치는 영향 평가 (The Effect of Meteorological Information on Business Decision-Making with a Value Score Model)

  • 이기광;이중우
    • 산업경영시스템학회지
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    • 제30권2호
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    • pp.89-98
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    • 2007
  • In this paper the economic value of weather forecasts is valuated for profit-oriented enterprise decision-making situations. Value is estimated in terms of monetary profits (or benefits) resulted from the forecast user's decision under the specific payoff structure, which is represented by a profit/loss ratio model combined with a decision function and a value score (VS). The forecast user determines a business-related decision based on the probabilistic forecast, the user's subjective reliability of the forecasts, and the payoff structure specific to the user's business environment. The VS curve for a meteorological forecast is specified by a function of the various profit/loss ratios, providing the scaled economic value relative to the value of a perfect forecast. The proposed valuation method based on the profit/loss ratio model and the VS is adapted for hypothetical sets of forecasts and verified for site-specific probability of precipitation forecast of 12 hour and 24 hour-lead time, which is generated from Korea meteorological administration (KMA). The application results show that forecast information with shorter lead time can provide the decision-makers with great benefits and there are ranges of profit/loss ratios in which high subjective reliability of the given forecast is preferred.

UNCERTAINTY AND SENSITIVITY STUDIES WITH THE PROBABILISTIC ACCIDENT CONSEQUENCE ASSESSMENT CODE OSCAAR

  • HOMMA TOSHIMITSU;TOMITA KENICHI;HATO SHINJI
    • Nuclear Engineering and Technology
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    • 제37권3호
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    • pp.245-258
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    • 2005
  • This paper addresses two types of uncertainty: stochastic uncertainty and subjective uncertainty in probabilistic accident consequence assessments. The off-site consequence assessment code OSCAAR has been applied to uncertainty and sensitivity analyses on the individual risks of early fatality and latent cancer fatality in the population outside the plant boundary due to a severe accident. A new stratified meteorological sampling scheme was successfully implemented into the trajectory model for atmospheric dispersion and the statistical variability of the probability distributions of the consequence was examined. A total of 65 uncertain input parameters was considered and 128 runs of OSCAAR with 144 meteorological sequences were performed in the parameter uncertainty analysis. The study provided the range of uncertainty for the expected values of individual risks of early and latent cancer fatality close to the site. In the sensitivity analyses, the correlation/regression measures were useful for identifying those input parameters whose uncertainty makes an important contribution to the overall uncertainty for the consequence. This could provide valuable insights into areas for further research aiming at reducing the uncertainties.