• Title/Summary/Keyword: Traditional Statistical

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A Study on Improvement Method for Statistical Process and Quality of Electric Demand Load Profile (실시간 전력 검침 정보의 시계열정보 통계처리 성능 및 데이터 품질 향상 방안 설계)

  • Ko, Jong-Min;Yang, Il-Kwon;Jung, Nam-Jun;Jin, Sung-Il
    • The Transactions of The Korean Institute of Electrical Engineers
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    • v.57 no.11
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    • pp.2080-2085
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    • 2008
  • KEPCO's AMR (Automatic Meter Reading) is a system that performs the real-time inspection and management of the 15-minute load profile of electric power consumption through a wired and/or wireless network such as CDMA. It has been utilized widely for real-time collection and data analysis. So far, KEPCO has focused on establishing wireless networks using CDMA and collecting data in real time but failed to consider sufficiently performances that can improve the quality of the original data required in terms of data utilization as well as establish the summary information. In this paper, we are going to show the functions that improve data quality by recording the final renewal time of any erroneous data and maintaining such data lists to use them in the rebuilding of summary information. The goals are to reduce any load applied mainly on the DBMS (Database Management System) of AMR, to enable the real-time performance of establishment in the summary information, and to obtain high-quality inspection data. The performance evaluation result has revealed a 10-fold improvement compared to the traditional disk-based DBMS system when the summary information is established.

Effect of Health Enhancement Programs Using Ki-gong Exercise on Obesity, Physical Flexibility, Blood Pressure and Blood Sugar (기공체조를 이용한 건강증진프로그램이 비만, 유연성, 혈압 및 혈당에 미치는 효과)

  • Jeong, Hee-Suk;Park, Mi-Ja
    • Journal of Korean Academy of Rural Health Nursing
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    • v.4 no.2
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    • pp.128-137
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    • 2009
  • Purpose: The purpose of this study was to explore the effects of a 12-month ki-gong exercise program on obesity, physical flexibility, blood pressure and blood sugar in rural populations. Method: A 12-month ki-gong exercise session was conducted from September 2008 until August 2009 with 61 village attendees at a Healthcare Clinic, as part of an Oriental herb program at the health center. Data was collected three times; before the program initiation, at six months and at the end of the program. A one-group repeated measures ANOVA test was conducted for statistical validation using SPSS 12.0. Results: Participants showed a decrease in obesity (F=10.166, p=0.02), body weight (F=10.861, p=0.002) and body fat (F=36.311, p=0.000). They also showed an increase in physical flexibility(F=24.627, p=0.000), while systolic blood pressure and (F=8.550, p=0.005) blood sugar (F=5.464, p=0.023) decreased. Conclusion: The results of this study indicates that ki-gong exercise exhibits beneficial effects in decreasing obesity, blood pressure and blood sugar and enhancing physical flexibility.

Minimum Bias Design for Polynomial Regression (다항회귀모형에 대한 최소편의 실험계획)

  • Jang, Dae-Heung;Kim, Youngil
    • The Korean Journal of Applied Statistics
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    • v.28 no.6
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    • pp.1227-1234
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    • 2015
  • Traditional criteria for optimum experimental designs depend on the specifications of the model; however, there will be a dilemma when we do not have perfect knowledge about the model. Box and Draper (1959) suggested one direction to minimize bias that may occur in this situation. We will demonstrate some examples with exact solutions that provide a no-bias design for polynomial regression. The most interesting finding is that a design that requires less bias should allocate design points away from the border of the design space.

Korean′s Recognition on Edibility of Dog Meat (한국인의 개고기 식용에 대한 인식)

  • 안용근
    • The Korean Journal of Food And Nutrition
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    • v.13 no.4
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    • pp.365-371
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    • 2000
  • After making a survey of edibility of dog meat on 963 male adults and 539 female adults, totalled 1,502 persons, the results were primarily divided into ages and sexes, dealing with statistics by Statistical Analys System. As a result, those who had eaten dog meat is average 83%, among them male adults is 91.9%, female adults is 67.9 %. The reason they have dog meat is as follows : in case of male adults "Following others going to dog meat restaurant and eating" shows high of 34.7 %, in female, "following family members who eat dog meat at home and eating" is most in the figure of 25.6%. Average 86.3 % favors edibility of dog meat, and among them, male is 92.3% and female 72.1%. The highest reason that male or female who opposed to edibility of dog meat is for being inhumane. 79.5% of male and 64.9 % of female know the fact that edible dog is exceptionally bred. The respondents answered most that dog meat was purchased from market. The first reason for objection to the criticism of eating dog meat is that male and female commonly answered most that ′As dog meat food Is our traditional food culture. it is not the problem to be found fault with by others.′ The second reason for that is followed by iris deliciousness.

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Modified Structural Modeling Method and Its Application: Behavior Analysis of Passengers for East Japan Railway Company

  • Nagata, Kiyoshi;Umezawa, Masashi;Amagasa, Michio;Sai, Fuyume
    • Industrial Engineering and Management Systems
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    • v.7 no.3
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    • pp.245-256
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    • 2008
  • In order to cope with the ill-defined problem of human behavior being immanent uncertainty, several methodologies have been studied in game theoretic, social psychological and political science frameworks. As methods to arrange system elements systematically and draw out the consenting structural model concretively, ISM, FSM and DEMATEL based on graph theory etc. have been proposed. In this paper, we propose a modified structural modeling method to recognize the nature of problem. We introduce the statistical method to adjust the establishment levels in group decision situation. From this, it will become possible to obtain effectively and smoothly the structural model of group members in comparison with the traditional methods. Further we propose a procedure for achieving the consenting structural model of group members based on the structural modeling method. By applying the method to recognize the nature of ill-defined problems, it will be possible to solve the given problem effectively and rationally. In order to inspect the effectiveness of the method, we conduct a practical problem as an empirical study: "Behavior analysis of passengers for the Joban line of East Japan Railway Company after new railway service of Tsukuba Express opened".

Quantitative Study on Tongue Images according to Exterior, Interior, Cold and Heat Patterns (표리한열의 설 특성에 관한 정량적 연구)

  • Eo Yun-Hye;Kim Je-Gyun;Yoo Hwa-Seung;Kim Jong-Yeol;Park Kyung-Mo
    • The Journal of Korean Medicine
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    • v.27 no.2 s.66
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    • pp.134-144
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    • 2006
  • Tongue diagnosis is an important diagnostic method in traditional Oriental medicine. It has been especially accepted that quantitative analysis of tongue images allows the accurate diagnosis of the exterior-interior and cold-heat patterns of a patient. However, to ensure stable and reliable results, the color reproduction of such images must first be error-tree. Moreover, tongue diagnosis is much influenced by the surrounding illumination and subjective color recognition, so it has to be performed objectively and quantitatively using a digital diagnostic machine. In this study, 457 tongue images of outpatients were collected using the Digital Tongue Inspection System. Through statistical analysis, the result shows that the heat and cold patterns can be distinguished clearly based on the hue value of the tongue images. The average hue value (1.00) of the tongue's image in the cold pattern is higher than that in the heat pattern (0.99).

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Factor of safety in limit analysis of slopes

  • Florkiewicz, Antoni;Kubzdela, Albert
    • Geomechanics and Engineering
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    • v.5 no.5
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    • pp.485-497
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    • 2013
  • The factor of safety is the most common measure of the safety margin for slopes. When the traditionally defined factor is used in kinematic approach of limit analysis, calculations can become elaborate, and iterative methods have to be used. To avoid this inconvenience, the safety factor was defined in terms of the work rates that are part of the work balance equation used in limit analysis. It was demonstrated for two simple slopes that the safety factors calculated according to the new definition fall close to those calculated using the traditional definition. Statistical analysis was carried out to find out whether, given normal distribution of the strength parameters, the distribution of the safety factor can be approximated with a well-defined probability density function. Knowing this function would make it convenient to calculate the probability of failure. The results indicated that the normal distribution could be used for low internal friction angle (up to about $16^{\circ}$) and the Johnson distribution could be used for larger angles ${\phi}$. The data limited to two simple slopes, however, does not allow assuming these distributions a priori for other slopes.

Development of a bridge-specific fragility methodology to improve the seismic resilience of bridges

  • Dukes, Jazalyn;Mangalathu, Sujith;Padgett, Jamie E.;DesRoches, Reginald
    • Earthquakes and Structures
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    • v.15 no.3
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    • pp.253-261
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    • 2018
  • This article details a bridge-specific fragility method developed to enhance the seismic design and resilience of bridges. Current seismic design processes provide guidance for the design of a bridge that will not collapse during a design hazard event. However, they do not provide performance information of the bridge at different hazard levels or due to design changes. Therefore, there is a need for a supplement to this design process that will provide statistical information on the performance of a bridge, beyond traditional emphases on collapse prevention. This article proposes a bridge-specific parameterized fragility method to enable efficient estimation of various levels of damage probability for alternative bridge design parameters. A multi-parameter demand model is developed to incorporate bridge design details directly in the fragility estimation. Monte Carlo simulation and Logistic regression are used to determine the fragility of the bridge or bridge component. The resulting parameterized fragility model offers a basis for a bridge-specific design tool to explore the influence of design parameter variation on the expected performance of a bridge. When used as part of the design process, these tools can help to transform a prescriptive approach into a more performance-based approach, efficiently providing probabilistic performance information about a new bridge design. An example of the method and resulting fragility estimation is presented.

Enhanced Antitumor Efficacy with Combined Administration of Astragalus and Pterostilbene for Melanoma

  • Huang, Xin-Yan;Zhang, Song-Zhao;Wang, Wen-Xi
    • Asian Pacific Journal of Cancer Prevention
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    • v.15 no.3
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    • pp.1163-1169
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    • 2014
  • Astragalus, a commonly used traditional Chinese medicine, has exhibited antitumor actions in patients. In this study, in vitro and in vivo antitumor effects of astragalus and synergistic antitumor efficacy in combination with pterostilbene were investigated. Melanoma cells were treated with pterostilbene (Pt), graduated doses of astragalus injection (AI), or these in combination. Cell viability was measured using a MTT assay. Released nucleosomes and caspase activity were measured using enzyme-linked immunosorbent assay. Growth inhibition in vitro and in vivo was also assessed. Analysis of variance and t tests were used for statistical analysis. Significant reduction (p<0.05) in cellular proliferation were observed with AI and AI-Pt in a time- and concentration-dependent manner. Apoptosis and caspase-3/7 activity were significantly increased by AI and AI-Pt treatment (p<0.05). In vivo, AI inhibited melanoma tumor growth, with inhibition rates ranging from 36.5 to 62.3%, by inducing apoptosis via up-regulation Bax expression and the Bax/Bcl-2 ratio and down-regulating Bcl-2 expression. AI significantly inhibits the growth of melanoma in vitro and in vivo by inducing apoptosis. These data suggest that combined treatment of astragalus with pterostilbene enhances antitumor efficacy.

Real-Time Monitoring of Catheter-Related Biofilm Infection in Mice

  • Liu, Xu;Yin, Hong;Xu, Xianxing;Cheng, Yuanguo;Cai, Yun;Wang, Rui
    • Journal of Microbiology and Biotechnology
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    • v.25 no.10
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    • pp.1728-1733
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    • 2015
  • This study was done to establish a mouse model for catheter-related biofilm infection suitable to bioluminescence imaging (BLI). Biofilm formation of Pseudomonas aeruginosa (P. aeruginosa) Xen5 grown on catheter disks in vitro and in an implanted mouse model was real-time monitored during a 7-day study period using BLI. The numbers of integrated brightness (IB) and viable bacterial count (VBC) in the biofilm disks in vitro were highest at 24 h after inoculation; the IB of biofilm in vivo was increased until 24 h after implantation. A statistical correlation was observed between IB and VBC in vitro by linear regression analysis. The actual VBC value in vivo can be estimated accurately by IB without sacrifice. In addition, we monitored the change in white blood cells (WBCs) during infection. The number of WBCs on day 7 was significantly higher in the infection group than in the control group. This study indicates that BLI is a simple, fast, and sensitive method to measure catheter biofilm infection in mice.