• Title/Summary/Keyword: equally likely

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Bootstrap confidence intervals for classification error rate in circular models when a block of observations is missing

  • Chung, Hie-Choon;Han, Chien-Pai
    • Journal of the Korean Data and Information Science Society
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    • v.20 no.4
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    • pp.757-764
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    • 2009
  • In discriminant analysis, we consider a special pattern which contains a block of missing observations. We assume that the two populations are equally likely and the costs of misclassification are equal. In this situation, we consider the bootstrap confidence intervals of the error rate in the circular models when the covariance matrices are equal and not equal.

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Bootstrap Confidence Intervals of Classification Error Rate for a Block of Missing Observations

  • Chung, Hie-Choon
    • Communications for Statistical Applications and Methods
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    • v.16 no.4
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    • pp.675-686
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    • 2009
  • In this paper, it will be assumed that there are two distinct populations which are multivariate normal with equal covariance matrix. We also assume that the two populations are equally likely and the costs of misclassification are equal. The classification rule depends on the situation when the training samples include missing values or not. We consider the bootstrap confidence intervals for classification error rate when a block of observation is missing.

Effect of Hot Spot to Performance of Interconnection Network (Hot Spot 이 Interconnection Network 의 성능에 미치는 영향)

  • Kim, Seong-Jong;Keem, Tae-Hyeong;Lee, Young-No;Shin, In-Chul
    • Proceedings of the KIEE Conference
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    • 1988.07a
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    • pp.655-658
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    • 1988
  • Interconnection network is to provide communication among functional modules. The interconnections considered are Generalized Cube networks. Two situations are examined: a memory module is equally likely to be addressed by a processor and a processor has a favorite memory. This paper proposes the effective condition of operation in interconnection network through performance evaluation by simulation.

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Gender Differences in Maternal Intervention in Jeju Ponies (Equus caballus)

  • Rho, Jeong-R.;Srygley, Robert B.;Choe, Jae-C.
    • The Korean Journal of Ecology
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    • v.28 no.5
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    • pp.255-260
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    • 2005
  • We investigated interventions by mother Jeju ponies on Jeju Island, Korea, to determine whether mothers assisted their offspring to attain higher status within the dominance hierarchy. Because dominance rank is important within each gender, we predicted that mothers would be more likely to intervene when their foals were play-fighting with foals of the same gender. A total of 173 play-fighting events were recorded from March to October 1998 and from April to October 1999. Of these, foals were more likely to play-fight with a foal of the same gender as with a foal of the opposite gender (120 versus 53 occurrences, respectively). A mother of one of the foals that were play-fighting intervened in 17 of these interactions. Contrary to the prediction, a mare was more likely to intervene when opposite genders interacted than when the same gender interacted. Analyzing interactions between the opposite genders further, mothers were equally likely to intervene when a daughter was play-fighting with a male foal as when a son was play-fighting with a female foal. Hence, mothers were not more protective of daughters than sons. Mothers that were in the younger age class ($2\sim11$ years old) were as likely to intervene as those in the elder age class ($17\sim25$ years old). However, all foals that were harassed were offspring of mothers in the younger, more subordinate age class. intervention directly maintains the dominance rank of the intervening mother, and may indirectly assist the intervening mother's foal to achieve a higher dominance rank. By discouraging their foals from play-fighting with the opposite genders, dominant mothers may be encouraging their foals to play-fight with the same gender and participate in establishing its own dominance rank.

The Difference in Consumers' and Company Employees' Perceptions of Consumer Boycotts and Analysis of the Factors Affecting Boycott Participation (소비자불매운동에 대한 소비자와 기업 근로자 간의 인식 차이 및 불매운동 참여 영향요인 분석)

  • Hong, Ji Hyung;Hwang, Hyesun
    • Human Ecology Research
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    • v.58 no.4
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    • pp.517-537
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    • 2020
  • This study investigated how consumers and company employees differ in their perceptions of boycotts based on the co-orientation model. Regarding the reasons of boycotts, consumers take both consumer damage cases and unethical conduct equally seriously, while company employees take consumer damage cases more seriously than unethical conduct. Consumer perceptions of the necessity for boycotts was higher than company employees, while employees were more aware of the negative impact of boycotts than consumers. Based on the co-orientation model, we examined how consumers and employees estimate differences in their perceptions of boycotts. The results showed that consumers and company employees are not accurately aware of each other's perceptions. Lastly, logistic regressions were conducted to identify the factors affecting three types of participation: online opinion expression, personal non-purchasing, and persuading other people to join the boycotts. The results showed that male consumers are more likely to participate in online opinion expression; consumer perceptions of effectiveness of boycotts and the perceived severity of consumer damage increase the likelihood of participation in online opinion expression. Consumer perceptions of the necessity of boycotts and their opinion leadership increased the likelihood of non-purchasing. Finally, consumers with higher opinion leadership and female consumers were more likely to encourage others to take part in boycotts. In addition, consumers are more likely to persuade others to join the boycotts if they have stronger beliefs that companies will not seriously consider consumer problems.

THE CHARACTERIZATION OF SORT SEQUENCES

  • Yun, MIn-Young
    • Journal of applied mathematics & informatics
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    • v.4 no.2
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    • pp.513-528
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    • 1997
  • A sort sequence $S_n$ is a sequence of all unordered pairs of indices in $I_n\;=\;{1,\;2,v...,\;n}$. With a sort sequence Sn we assicuate a sorting algorithm ($AS_n$) to sort input set $X\;=\;{x_1,\;x_2,\;...,\;x_n}$ as follows. An execution of the algorithm performs pairwise comparisons of elements in the input set X as defined by the sort sequence $S_n$, except that the comparisons whose outcomes can be inferred from the outcomes of the previous comparisons are not performed. Let $X(S_n)$ denote the acverage number of comparisons required by the algorithm $AS_n$ assuming all input orderings are equally likely. Let $X^{\ast}(n)\;and\;X^{\circ}(n)$ denote the minimum and maximum value respectively of $X(S_n)$ over all sort sequences $S_n$. Exact determination of $X^{\ast}(n),\;X^{\circ}(n)$ and associated extremal sort sequenes seems difficult. Here, we obtain bounds on $X^{\ast}(n)\;and\;X^{\circ}(n)$.

Performance Analysis of Unit-load AS/R Systems (유닛로드형 자동창고의 수행도 분석)

  • Kim, Nam-Ha;Rim, Suk-Chul;Hong, Suk-Kyo;Lee, Soo-Hoon;Hong, Man-Pyo
    • Journal of Korean Institute of Industrial Engineers
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    • v.20 no.2
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    • pp.39-50
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    • 1994
  • Most research results on the throughput of unit-load automated storage retrieval (AS/R) systems assume the randomized storage; that is, all slots In the entire rack are equally likely to be selected for the storage location. However, for the most existing AS/R systems which use Closest Open location storage policy, Park[6] mathematically showed that this assumption results in a significant difference from the actual performance of AS/R systems. In this study, we present more details about the performance of the unit-load AS/R systems by considering the rack utilization and rack density; and examine their impact on the throughput of AS/R systems by using computer simulation. A new storage policy named Shortest Cycle Location(SCL) is proposed. Simulation results indicate that the performance of SCL policy consistently outperforms the Closest Open location storage policy. We also define the "Extra-Cost Zone" compared to the "No-Cost Zone"[3] and explore its geometric and practical meaning.

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Estimating the Failure Rate of a Large Scaled Software in Multiple Input Domain Testing (다중입력영역시험에서의 대형 소프트웨어 고장률 추정 연구)

  • 문숙경
    • Journal of Korean Society for Quality Management
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    • v.30 no.3
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    • pp.186-194
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    • 2002
  • In this paper we introduce formulae for estimating the failure rate of a large scaled software by using the Bayesian rule when a black-box random testing which selects an element(test case) at random with equally likely probability, is performed. A program or software can be treated as a mathematical function with a well-defined (input)domain and range. For a large scaled software, their input domains can be partitioned into multiple subdomains and exhaustive testing is not generally practical. Testing is proceeding with selecting a subdomain, and then picking a test case from within the selected subdomain. Whether or not the proportion of selecting one of the subdomains is assumed probability, we developed the formulae either case by using Bayesian rule with gamma distribution as a prior distribution.

Estimation of Population Growth Rate using Jolly-Seber Method and Robust Design

  • Kim, Jihye;Hong, Taekyong;Choi, JinSik;Namkung, Pyong
    • Communications for Statistical Applications and Methods
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    • v.10 no.3
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    • pp.919-930
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    • 2003
  • Mark-Recapture method for open population commonly use Jolly-Seber method. This method assumes that all animals are equally likely to be caught in each sample (the equal catchability). This objects are making introduction of Mark-Recapture method for open population and using the robust design that combine a open population method with close population method to solve upper problems. Then population growth rate estimators that are derived Pollock's Jolly-Seber parameters and Kendall's Jolly-Seber parameters are estimated.

Classification for intraclass correlation pattern by principal component analysis

  • Chung, Hie-Choon;Han, Chien-Pai
    • Journal of the Korean Data and Information Science Society
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    • v.21 no.3
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    • pp.589-595
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    • 2010
  • In discriminant analysis, we consider an intraclass correlation pattern by principal component analysis. We assume that the two populations are equally likely and the costs of misclassification are equal. In this situation, we consider two procedures, i.e., the test and proportion procedures, for selecting the principal components in classifica-tion. We compare the regular classification method and the proposed two procedures. We consider two methods for estimating error rate, i.e., the leave-one-out method and the bootstrap method.