• Title/Summary/Keyword: Alternative data

Search Result 3,324, Processing Time 0.033 seconds

Alternative robust estimation methods for parameters of Gumbel distribution: an application to wind speed data with outliers

  • Aydin, Demet
    • Wind and Structures
    • /
    • v.26 no.6
    • /
    • pp.383-395
    • /
    • 2018
  • An accurate determination of wind speed distribution is the basis for an evaluation of the wind energy potential required to design a wind turbine, so it is important to estimate unknown parameters of wind speed distribution. In this paper, Gumbel distribution is used in modelling wind speed data, and alternative robust estimation methods to estimate its parameters are considered. The methodologies used to obtain the estimators of the parameters are least absolute deviation, weighted least absolute deviation, median/MAD and least median of squares. The performances of the estimators are compared with traditional estimation methods (i.e., maximum likelihood and least squares) according to bias, mean square deviation and total mean square deviation criteria using a Monte-Carlo simulation study for the data with and without outliers. The simulation results show that least median of squares and median/MAD estimators are more efficient than others for data with outliers in many cases. However, median/MAD estimator is not consistent for location parameter of Gumbel distribution in all cases. In real data application, it is firstly demonstrated that Gumbel distribution fits the daily mean wind speed data well and is also better one to model the data than Weibull distribution with respect to the root mean square error and coefficient of determination criteria. Next, the wind data modified by outliers is analysed to show the performance of the proposed estimators by using numerical and graphical methods.

Comparative Analysis of TTAK.KO-06.0288-Part3 and Development of an Open-source Communication Library for Greenhouse Control System

  • Kim, Joon Yong;Kim, Sangcheol;Lee, Jaesu
    • Journal of Biosystems Engineering
    • /
    • v.43 no.1
    • /
    • pp.72-80
    • /
    • 2018
  • Purpose: A modern greenhouse consists of various Information and Communications Technology (ICT) components e.g., sensor nodes, actuator nodes, gateways, controllers, and operating softwarethat communicate with each other. The interoperability between these components is an essential characteristic for any greenhouse control system. A greenhouse control system could not work unless the components communicate via common interfaces. The TTAK.KO-06.0288 is an interface standard consisting of four parts. Notably, TTAK.KO-06.0288-Part3, which describes the interface between a greenhouse operating system (GOS) and a greenhouse control gateway (GCG), is the core standard of TTAK.KO-06.0288. The objectives of this study were to analyze the TTAK.KO-06.0288-Part3 standard, to suggest alternative solutions for identified issues, and to develop a library as a proof of the alternative solutions. Methods: The "data field" was analyzed using a comparative analysis method, since it is a data transmission unit of TTAK.KO-06.0288-Part3. It was compared with other parts of TTAK.KO-06.0288 in terms of definition, format, size, and possible values. Although TTAK.KO-06.0288-Part1 and TTAK.KO-06.0288-Part2 do not use a "data field," they have a similar data structure. That structure was compared with the "data field" of TTAK.KO-06.0288-Part3. Results: Twenty-one issues were identified across four categories: inter-standard issues, intra-standard issues, operational issues, and misprint issues. Since some of the issues can raise interoperability problems, 16 alternative solutions were suggested. In order to prove the alternative solutions, an open-source communication library called libtp3 was developed. The library passed 14 unit tests and was adapted to two research. Conclusions: Although TTAK.KO-06.0288-Part3 is an interface standard for communication between a GOS and a GCG, it might not communicate between different implementations because of the identified issues in the standard. These issues could be solved by the alternative solutions, which could be used to revise TTAK.KO-06.0288. In addition, a relevant organization should develop a program for compatibility testing and should pursue test products for smart greenhouses.

Development of production planning model for women′s wear manufacturer - focused on the changing style numbers and lot size - (생산 품목과 생산량의 변화에 적용가능한 여성복 생산라인 설계 모델에 관한 연구)

  • 박상희
    • Journal of the Korean Society of Clothing and Textiles
    • /
    • v.26 no.11
    • /
    • pp.1582-1592
    • /
    • 2002
  • The purpose of this study is to suggest production planning model for women's apparel manufacturer, which are relevant to the situation of Korean clothing industry. The research was based on simulation method. The basic model for the simulation was developed based on the empirical data from six production fm. After verifying the basic model, low alternative production plans went through trial run. In order to suggest the application of these alternative production plans for various style numbers and lot sizes, the simulation results were compared in terms of product efficiency and product cost. The four alternative plans were as follows: 1. The first alternative was to spread out work loads among workers in order to resolve bottlenecks in work flow. So this was suited to manufacturers that had constant production without regard to changing seasons. 2. The second alternative was to merge the skirt and trouser production, which require less work load, in one line. In this line, a few machine was justified by production improvement. It was suited to cases which producted various style suits. The third and fourth alternative were using another subcontractor for assembling inner shell garments. These was compatible in manufacturers which had to product more styles and sizes of trousers and skirts than those of upper garments. 3. The third alternative was to reassign the same workers in production line. Thus, production was increased. 4. The fourth alternative was to except two worker in production line, so expenses of worker's wage was decreased. The four alternatives could be one of the cost effective manufacturing plans according to manufacturer situations.

Effects of Women's SNS Uses on Alternative Health Management Behaviors: Application of Health Belief Model on the Adoption of Alternative Menstrual Products (여성의 SNS 이용이 대안 건강 행동에 미치는 영향: 건강신념모델에 기초한 대안 생리대 사용 의도를 중심으로)

  • Kim, Chong-Hye;Cho, Jaehee
    • Journal of Internet Computing and Services
    • /
    • v.19 no.4
    • /
    • pp.83-93
    • /
    • 2018
  • This study analyzed the effects of women's SNS use on their alternative behaviors of managing health. This study paid attention to how women's behaviors of seeking information about poisonous menstrual products and alternative menstrual products would impact their intention to use alternative menstrual products. Mainly based on health belief model, 11 hypotheses were created and tested through a path analysis of survey data. Results from the path analysis indicated that SNS information about menstrual products were significantly associated with perceived advantage of alternative menstrual products and perceived sensitivity of poisonous menstrual products. In addition, four main factors-self-efficacy, perceived sensitivity, perceived advantage, and perceived disadvantage-were significantly associated with women's intention to use alternative menstrual products.

Identification of Alternative Splicing and Fusion Transcripts in Non-Small Cell Lung Cancer by RNA Sequencing

  • Hong, Yoonki;Kim, Woo Jin;Bang, Chi Young;Lee, Jae Cheol;Oh, Yeon-Mok
    • Tuberculosis and Respiratory Diseases
    • /
    • v.79 no.2
    • /
    • pp.85-90
    • /
    • 2016
  • Background: Lung cancer is the most common cause of cancer related death. Alterations in gene sequence, structure, and expression have an important role in the pathogenesis of lung cancer. Fusion genes and alternative splicing of cancer-related genes have the potential to be oncogenic. In the current study, we performed RNA-sequencing (RNA-seq) to investigate potential fusion genes and alternative splicing in non-small cell lung cancer. Methods: RNA was isolated from lung tissues obtained from 86 subjects with lung cancer. The RNA samples from lung cancer and normal tissues were processed with RNA-seq using the HiSeq 2000 system. Fusion genes were evaluated using Defuse and ChimeraScan. Candidate fusion transcripts were validated by Sanger sequencing. Alternative splicing was analyzed using multivariate analysis of transcript sequencing and validated using quantitative real time polymerase chain reaction. Results: RNA-seq data identified oncogenic fusion genes EML4-ALK and SLC34A2-ROS1 in three of 86 normal-cancer paired samples. Nine distinct fusion transcripts were selected using DeFuse and ChimeraScan; of which, four fusion transcripts were validated by Sanger sequencing. In 33 squamous cell carcinoma, 29 tumor specific skipped exon events and six mutually exclusive exon events were identified. ITGB4 and PYCR1 were top genes that showed significant tumor specific splice variants. Conclusion: In conclusion, RNA-seq data identified novel potential fusion transcripts and splice variants. Further evaluation of their functional significance in the pathogenesis of lung cancer is required.

Utilization of Alternative Complementary Remedies of Stroke Patients (뇌졸중 환자의 보완대체요법 이용실태)

  • Mok, Soon Ak;Cho, Myoung Ok
    • Korean Journal of Adult Nursing
    • /
    • v.16 no.3
    • /
    • pp.432-441
    • /
    • 2004
  • Purpose: This descriptive survey was conducted to investigate out the utilization of alternative complementary remedies for stroke patients. Method: The subject for this study were 194 patients, selected from inpatients department of 11 major medical center at Busan and Ulsan. Data were collected from August 19th to November 12th, 2002 through interview schedule designed by the investigator. Data was analyzed with frequency, percentage, and ${\chi}^2$-test by using SPSS Win 10.0. Results: 71.6% of objects has used alternative complementary remedies. The use of alternative complementary remedies according to disease-related features was statistically significant in concurrent diseases(${\chi}^2=15.03$, p=0.001), rehabilitation treatment(${\chi}^2=6.341$, p=0.012) and the level of ADL(${\chi}^2=19.63$, p=0.000). The most frequently used therapies were diet and nutrition(31.8%). The patients with less than 3month onset and in the mid-period of treatment frequently used remedies. The reason for using remedies were the belief in it's effects on treatment, but most patients responded was not effective(30.9%) or not much improvement after using remedies. Most of the patients were recommended to use remedies by their neighbors(27.3%) and family members(25.2%). The family members were most supportive in therapy(56.1%). The 28.1% of patients responded that the remedies were effective in promoting blood circulation and 95% of the patients had not experienced side effects. Conclusion: These results could be the basic material in developing nursing intervention for cerebral apoplexy patients.

  • PDF

Suggestion of Risk Assessment Models for Cardiovascular Disease in the Workplace

  • Choi, Eui Rak;Jeong, Byung Yong
    • Journal of the Ergonomics Society of Korea
    • /
    • v.33 no.4
    • /
    • pp.289-297
    • /
    • 2014
  • Objective: The purpose of this study is to identify the incidence risk of cardiovascular disease (CVD) in the workplace, and to suggest the prediction models for level of CVD incidence risk. Background: CVD can be caused by various factors related to personal habits such as diet and exercise, or genetics. However it can also be caused and aggravated by work, making the elimination of such risk factors at work crucial disease (KOSHA, 2013). Method: The distribution of CVD risk assessment levels of 162 workers was compared with the acquired medical examination data to discuss the necessity of assigning additional risk factors. Two alternative risk assessment models were given to enhance the accuracy of the evaluation; adjusting risk scores given in the KOSHA GUIDE H-1-2013 (alternative 1) and building a matrix of KOSHA GUIDE H-1-2013 and risk assessment results based on work condition levels (alternative 2). To verify the suggested models, medical examination results of 12 workers approved of convalescence were referred to. Results: The second alternative showed more relevance between the results and workers approved of convalescence in predicting the risk group when applied to actual heath examination data from the approved workers. The power of description of the new method for determining the risk of CVD incidence, 83.3%, is higher than that of KOSHA GUIDE H-1-2013, 25%. Conclusion: Results of this study imply that more approved workers had been from unmanaged normal groups than managed risk groups, raising the importance of CVD management. Application: The new prediction model considering working time and shift work developed in this study is expected to be a fundamental data for risk analysis and management of CVD in the workplace.

Roles of Consumer's Social Relationship and Perceived Justice Type on Service Recovery Satisfaction (서비스실패의 회복방안에서 지각된 공정성유형의 회복만족도효과에서 소비자의 사회적 관계의 역할)

  • Choi, Nak-Hwan;Park, Su-Min;Lim, Ah-Young
    • The Journal of Industrial Distribution & Business
    • /
    • v.9 no.1
    • /
    • pp.77-88
    • /
    • 2018
  • Purpose - Past research has not given much attention to the roles of consumers' social relationship type in the effects of justice type of service failure recovery alternatives on their satisfaction to the alternative exposed to them. Current research aimed at exploring the moderation role of consumers' social relationship central versus peripheral in the effects of justice types of service failure recovery alternatives on the recovery satisfaction, and this research also explored whether the level of satisfaction to interaction justice-focused alternative are significantly different between the two, their social relationship central and peripheral relationship. Research design, data, and methodology - 2(social relationship central versus peripheral) between-subjects design was employed. 50 participants for each experimental group there were. Participants of each group took forceful steps in choosing one between the procedural justice-focused alternative and the distribution justice-focused alternative. χ2-analysis was used to verify that the number of choosing each alternative becomes different between the two experimental groups, and a one way ANOVA was used to verify that the extent to which participants are satisfied to the alternative chosen by them becomes different between the two groups. Results - The number of participants choosing procedural justice-focused alternative at the group of social relationship central was larger than that at the group of social relationship peripheral, whereas the number of participants choosing distribution justice-focused alternative at the group of social relationship peripheral was larger than that at the group of social relationship central. And the level of satisfaction to procedural justice-focused alternative at the group of social relationship central was higher than that at the group of social relationship peripheral, whereas the level of satisfaction to distribution justice-focused alternative at the group of social relationship peripheral was higher than that at the group of social relationship central. In addition, the level of satisfaction to interaction justice-focused alternative was not significantly different between the two groups. Conclusions - Marketers should give attention to the type of justice when developing alternatives by which consumers' service failure can be recovered. They should suggest procedural justice-focused alternative to consumers under social relationship central, whereas they should develop distribution justice-focused alternative for consumers under social relationship peripheral. And in the process of recovering service failure they also should focus on interaction justice.

The Effect of Store Satisfaction about Fashion Store and Alternative Store Attraction on Switching Barrier Perception -Focusing on the Moderating Effect of Variety Seeking Orientation- (의류제품 구매 시 소비자의 점포만족도와 대체점포매력도가 전환장벽지각에 미치는 영향 -다양성추구성향의 조절효과를 중심으로-)

  • Kim Soo-Jin;Chung Myung-Sun
    • Journal of the Korean Society of Clothing and Textiles
    • /
    • v.30 no.7 s.155
    • /
    • pp.1044-1053
    • /
    • 2006
  • The purposes of this study were to examine the effect of store satisfaction about fashion store and alternative store attraction on switching barrier perception and the moderating effect of variety seeking orientation. The questionnaire was administered to 450 women shopped in a department store in Gwan-ju during September, 12-26,2002. Data collected from 384 women were analyzed by using frequency, factor analysis, regression analysis, ANOVA and t-test by SPSS for WIN program. The result were as follows. First, the store satisfaction significantly influenced switching barrier perception. Second, the alternative store attraction significantly influenced switching barrier perception. Third, interaction effect between store satisfaction and variety seeking orientation was found out to be meaningful at switching barrier perception. Fourth, interaction effect between alternative store attraction and variety seeking orientation was found out to be meaningful at switching barrier perception.