• Title/Summary/Keyword: Alternative data

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Development of Noninformative Priors in the Burr Model

  • Cho, Jang-Sik;Kang, Sang-Gil;Baek, Sung-Uk
    • Journal of the Korean Data and Information Science Society
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    • v.14 no.1
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    • pp.83-92
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    • 2003
  • In this paper, we derive noninformative priors for the ratio of parameters in the Burr model. We obtain Jeffreys' prior, reference prior and second order probability matching prior. Also we prove that the noninformative prior matches the alternative coverage probabilities and a HPD matching prior up to the second order, respectively. Finally, we provide simulated frequentist coverage probabilities under the derived noninformative priors for small and moderate size of samples.

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COMPARISON OF VARIABLE SELECTION AND STRUCTURAL SPECIFICATION BETWEEN REGRESSION AND NEURAL NETWORK MODELS FOR HOUSEHOLD VEHICULAR TRIP FORECASTING

  • Yi, Jun-Sub
    • Journal of applied mathematics & informatics
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    • v.6 no.2
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    • pp.599-609
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    • 1999
  • Neural networks are explored as an alternative to a regres-sion model for prediction of the number of daily household vehicular trips. This study focuses on contrasting a neural network model with a regression model in term of variable selection as well as the appli-cation of these models for prediction of extreme observations, The differences in the models regarding data transformation variable selec-tion and multicollinearity are considered. The results indicate that the neural network model is a viable alternative to the regression model for addressing both messy data problems and limitation in variable structure specification.

A study on the Architectural Planning of Operating-Unit in General Hospital (종합병원의 수술유니트 계획에 관한 연구)

  • Chai, Choul-Gyun
    • Journal of The Korea Institute of Healthcare Architecture
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    • v.7 no.1
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    • pp.77-84
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    • 2001
  • This study provide the planning guidelines for the existing and the new alternative. On the bases of survey and analysis, the basic data for OP-Unit have been proposed in consideration of the development of medical science and hygiene, economic conditions during the last twenty years in Germany. The results of the study were firstly, genera1 basic data, secondly, guidelines of the architectural design for OP-Unit und rooms, thirdly, new alternative OP-Unit with 2 and 3 operation rooms.

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Act on the Registration and Evaluation of Chemicals (K-REACH) and replacement, reduction or refinement best practices

  • Ha, Soojin;Seidle, Troy;Lim, Kyung-Min
    • Environmental Analysis Health and Toxicology
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    • v.31
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    • pp.26.1-26.9
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    • 2016
  • Objectives Korea's Act on the Registration and Evaluation of Chemicals (K-REACH) was enacted for the protection of human health and the environment in 2015. Considering that about 2000 new substances are introduced annually across the globe, the extent of animal testing requirement could be overwhelming unless regulators and companies work proactively to institute and enforce global best practices to replace, reduce or refine animal use. In this review, the way to reduce the animal use for K-REACH is discussed. Methods Background of the enforcement of the K-REACH and its details was reviewed along with the papers and regulatory documents regarding the limitation of animal experiments and its alternatives in order to discuss the regulatory adoption of alternative tests. Results Depending on the tonnage of the chemical used, the data required ranges from acute and other short-term studies for a single exposure route to testing via multiple exposure routes and costly, longer-term studies such as a full two-generation reproducibility toxicity. The European Registration, Evaluation, Authorization and Restriction of Chemicals regulation provides for mandatory sharing of vertebrate test data to avoid unnecessary duplication of animal use and test costs, and obligation to revise data requirements and test guidelines "as soon as possible" after relevant, validated replacement, reduction or refinement (3R) methods become available. Furthermore, the Organization for Economic Cooperation and Development actively accepts alternative animal tests and 3R to chemical toxicity tests. Conclusions Alternative tests which are more ethical and efficient than animal experiments should be widely used to assess the toxicity of chemicals for K-REACH registration. The relevant regulatory agencies will have to make efforts to actively adopt and uptake new alternative tests and 3R to K-REACH.

A Web-based Alternative Non-animal Method Database for Safety Cosmetic Evaluations

  • Kim, Seung Won;Kim, Bae-Hwan
    • Toxicological Research
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    • v.32 no.3
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    • pp.259-267
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    • 2016
  • Animal testing was used traditionally in the cosmetics industry to confirm product safety, but has begun to be banned; alternative methods to replace animal experiments are either in development, or are being validated, worldwide. Research data related to test substances are critical for developing novel alternative tests. Moreover, safety information on cosmetic materials has neither been collected in a database nor shared among researchers. Therefore, it is imperative to build and share a database of safety information on toxicological mechanisms and pathways collected through in vivo, in vitro, and in silico methods. We developed the CAMSEC database (named after the research team; the Consortium of Alternative Methods for Safety Evaluation of Cosmetics) to fulfill this purpose. On the same website, our aim is to provide updates on current alternative research methods in Korea. The database will not be used directly to conduct safety evaluations, but researchers or regulatory individuals can use it to facilitate their work in formulating safety evaluations for cosmetic materials. We hope this database will help establish new alternative research methods to conduct efficient safety evaluations of cosmetic materials.

Role of risk reduction strategies in shopping online for fashion products

  • Lee, Jung Eun;Lee, Kyu-Hye
    • The Research Journal of the Costume Culture
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    • v.21 no.1
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    • pp.129-138
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    • 2013
  • Consumers' perception of risk plays a major role in how they make online purchase decisions. Since online shopping is perceived to be riskier than in-store shopping, consumers engage in a variety of risk reduction strategies such as searching online for alternative products and alternative e-tailers. This study examines the influence of risk involvement on risk reduction strategies and customer satisfaction. It discusses three aspects of risk reduction strategies: time spent in making a purchasing decision, searching for alternative e-tailers, and searching for alternative products. Data from 294 female shoppers who had experience in purchasing fashion products online was analyzed. This study found that risk involvement had a positive influence on the time spent in making decisions, while the influence of risk involvement on searching for alternative retailers and alternative products was not significant. However, consumer satisfaction was negatively related to search for alternative retailers and positively related to risk involvement. This study provides a better understanding of customers' risk involvement and risk reduction strategies in online shopping. This information would be beneficial for marketers and retailers to reduce customer perception of risks and to promote online sales.

Nursing Students' Attitudes towards Complementary Alternative Therapy - Q methodological approach - (간호학생의 보완대체요법에 대한 태도 연구 - Q 방법론적 접근 -)

  • Hwang, Yun-Young
    • The Journal of Korean Academic Society of Nursing Education
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    • v.10 no.2
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    • pp.297-307
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    • 2004
  • This study aims to identify the types and type-specific characteristics of subjectivity on complementary alternative therapy of nursing students using Q-methodology and to provide them as basic materials for nursing education. Q-methodology provides a scientific method for identifying perception structures that exist within certain individuals or groups. Thirty C college nursing students' classified 35 selected Q-statements into 9 points standard, according to the level of agreement or disagreement by forced normal distribution. The collected data was analyzed by using a QUNAL PC program. Resultingly, the attitude of nursing students regarding complementary alternative therapy was divided into three types. Type 1 is positive recognition. The students who think the therapy contributes to maintaining and improving health, and is a way to protect human body and improve welfare by enhancing immunity. Type 2 is objective acceptance. The students who think the complementary alternative therapy is effective when it is properly used for specific constitutions in discussion with medical teams after its effects are scientifically reviewed. Type 3 is popularity consideration. The students who put focus on its popular use and regard the therapy as very useful for not only patients but also ordinary healthy people because it is based on the natural and human approach. In conclusion, proposed are studies on influence factor of nursing students' awareness about the complementary alternative therapy and reviews on the effects of the complementary alternative therapy that is applied as nursing intervention.

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A Study on Use of Alternative Therapy in Cancer (암 환자의 대체요법 이용에 관한 연구)

  • Park, Hyoung-Sook;Lee, Yun-Mi
    • The Korean Journal of Rehabilitation Nursing
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    • v.3 no.2
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    • pp.212-227
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    • 2000
  • The purpose of this study was to investigate the patterns of alternative therapy and to describe the characteristics of cancer patients used alternative therapy. The sample of this study were 232 consisted of cancer patients who visited at Pusan National University Hospital, Dong-a, Kosin University Hospital. The data were gathered from August, 1 to October, 30 1999 and analyzed by using SPSSWIN program for frequency, percentile and $X^2$-test. The important results of this study are as follows. 1. In population-sociological characteristics, sexual distribution showed female 52.6%, and the male 47.4%, age distribution showed that more than 60year old group are most as 31.5%. 2. In the disease characteristics, colon and rectal cancer patients were most as 19.0%. In the type of pain, the most of subjects were "dully pain" as 25.4%. In the pain level, 134 subjects complained pain, mean maximal pain score was $7.3{\pm}2.29$ in 10 points rating scale. 3. 132 patients (56.9%) among 232 cancer patients had used alternative therapy. The most common type of alternative therapy was dietary and nutritional therapy 44%, the place of use. home 43.2%, duration, less than 3 months, 56.8%. The most common motive was a recommendation by friends or family. The degree of satisfaction after the use of alternative therapy was high for 22.0%. 4. In the relation between general characteristic and utilization of alternative therapy, the only living area was showed a significant statistical differance($X^2$ = 4.070, P= .044). also in the relation between disease characteristic and utilization of alternative therapy, morbidity periods, the size of higher pain, the type of treatment were showed a significant statistical differance($X^2$= 7.964, 7.303, 3.565, P=.044, .026, .042). In conclusions, these findings indicate that cancer patients use various complementary and in alternative therapy. therefore, suggested that medical doctors or nurses verify the true effects or side-effects from the most common complementary or alternative therapies through experiments.

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Developing of Exact Tests for Order-Restrictions in Categorical Data (범주형 자료에서 순서화된 대립가설 검정을 위한 정확검정의 개발)

  • Nam, Jusun;Kang, Seung-Ho
    • The Korean Journal of Applied Statistics
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    • v.26 no.4
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    • pp.595-610
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    • 2013
  • Testing of order-restricted alternative hypothesis in $2{\times}k$ contingency tables can be applied to various fields of medicine, sociology, and business administration. Most testing methods have been developed based on a large sample theory. In the case of a small sample size or unbalanced sample size, the Type I error rate of the testing method (based on a large sample theory) is very different from the target point of 5%. In this paper, the exact testing method is introduced in regards to the testing of an order-restricted alternative hypothesis in categorical data (particularly if a small sample size or extreme unbalanced data). Power and exact p-value are calculated, respectively.

The SAN for Web Warehousing: An Alternative Data Repository (웹 웨어하우징을 위한 신개념의 저장장치 전용네트워크)

  • Soongoo Hong
    • The Journal of Society for e-Business Studies
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    • v.7 no.3
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    • pp.93-103
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    • 2002
  • The combination of data warehousing and Internet technology produces a new concept - web warehousing. Due to the availability of web technologies and the need to make prompt decisions with timely information, web warehousing is emerging as a key strategic business weapon. Yet despite the many promising benefits of web warehousing, researchers have also identified several challenges, including scalability and availability. With the rise of the Internet and data centric computing applications, the use of new Storage Area Network (SAN) technology has been spotlighted for the possibility of a new data repository for web warehousing. In this article, the two new concepts of web warehousing and storage area networks are introduced. In particular, a SAN is discussed in detail as an alternative data repository to overcome the current limitations of web warehousing.

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