• Title/Summary/Keyword: Level probability

Search Result 1,528, Processing Time 0.026 seconds

Bayesian Procedure for the Multiple Test of Fraction Nonconforming (부적합률의 다중검정을 위한 베이지안절차)

  • Kim, Kyung-Sook;Kim, Hee-Jeong;Na, Myung-Hwan;Son, Young-Sook
    • Journal of Korean Society for Quality Management
    • /
    • v.34 no.1
    • /
    • pp.73-77
    • /
    • 2006
  • In this paper, the Bayesian procedure for the multiple test of fraction nonconforming, p, is proposed. It is the procedure for checking whether the process is out of control, in control, or under the permissible level for p. The procedure is as follows: first, setting up three types of models, $M_1:p=p_0,\;M_2:pp_0$, second, computing the posterior probability of each model. and then choosing the model with the largest posterior probability as a model most fitted for the observed sample among three competitive models. Finally, the simulation study is performed to examine the proposed method.

Choosing between the Exact and the Approximate Confidence Intervals: For the Difference of Two Independent Binomial Proportions

  • Lee, Seung-Chun
    • Communications for Statistical Applications and Methods
    • /
    • v.16 no.2
    • /
    • pp.363-372
    • /
    • 2009
  • The difference of two independent binomial proportions is frequently of interest in biomedical research. The interval estimation may be an important tool for the inferential problem. Many confidence intervals have been proposed. They can be classified into the class of exact confidence intervals or the class of approximate confidence intervals. Ore may prefer exact confidence interval s in that they guarantee the minimum coverage probability greater than the nominal confidence level. However, someone, for example Agresti and Coull (1998) claims that "approximation is better than exact." It seems that when sample size is large, the approximate interval is more preferable to the exact interval. However, the choice is not clear when sample, size is small. In this note, an exact confidence and an approximate confidence interval, which were recommended by Santner et al. (2007) and Lee (2006b), respectively, are compared in terms of the coverage probability and the expected length.

Proportional Backoff Scheme for Data Services in TDMA-based Wireless Networks

  • Lim, In-Taek
    • Journal of information and communication convergence engineering
    • /
    • v.8 no.6
    • /
    • pp.660-664
    • /
    • 2010
  • This paper proposes a backoff control scheme for guaranteeing fair packet transmissions in TDMA wireless networks. In order to maximize the system performance, the number of packets transmitted in a frame should be kept at a proper level. In the proposed scheme, the base station calculates the packet transmission probability according to the offered loads and then broadcasts to all the mobile stations. Mobile stations attempt to transmit a packet with the received probability. Simulation results show that the proposed scheme can offer better system throughput and delay performance than the conventional one regardless of the offered loads.

Performance Analysis of Cooperative Spectrum Sensing Based on Sharing Threshold among cooperative users (협력 노드의 합리적 임계치 공유를 통한 센싱 검출 성능 분석)

  • Seo, SungIl;Lee, MiSun;Kim, Jinyoung
    • Journal of Satellite, Information and Communications
    • /
    • v.8 no.1
    • /
    • pp.66-70
    • /
    • 2013
  • In this paper, Threshold setting method is proposed to improve detection probability for cooperative sensing. Even if cooperative users have all same false alarm rate, each user has different threshold due to pass ad-hoc channel. threshold level is related to detection probability. So, we select the highest threshold among cooperative users and then share threshold information for getting the high detection probability.

Mathematical Derivation of Ranging Collision Probability and Period in WiBro System

  • Lee, Dong-Yun;Cho, Ho-Shin
    • The Journal of Korean Institute of Communications and Information Sciences
    • /
    • v.31 no.10A
    • /
    • pp.982-987
    • /
    • 2006
  • In this paper, ranging code collision probability and ranging period which are two important performance measures for code division multiple access (CDMA)-type ranging in wireless broadband (WiBro) system are mathematically derived. Based on the analysis, the appropriate ranging management solution for maintaining the ranging collision probability below a certain threshold level and correctly recognizing the transmitted ranging code against propagation delay is obtained in terms of the number of ranging codes, the number of ranging regions, and ranging period. In this analysis, user mobility features such as speed and moving direction are also considered.

Derivation and utilization of probability distribution of credit card usage behavior (신용카드 이용행태의 확률분포 도출과 활용)

  • Lee, Chan-Kyung;Roh, Hyung-Bong
    • Journal of Korean Society for Quality Management
    • /
    • v.46 no.1
    • /
    • pp.95-112
    • /
    • 2018
  • Purpose: To find out the appropriate probability distribution of credit card usage behavior by considering the relationship among income, expenditure and credit card usage amount. Such relationship is enabled by Korea's especially high penetration of credit card. Method: Goodness-of-fit test and effect size statistic W were used to identify the distribution of income and credit card usage amount. A simulation model is introduced to generate the credit card transactions on individual user level. Result: The three data sets for testing had either passed the chi-square test or showed low W values, meaning they follow the exponential distribution. And the exponential distribution turned out to fit the data sets well. The r values were very high. Conclusion: The credit card usage behavior, denoted as the counts of users by usage amount band, follows the exponential distribution. This distribution is easy to manipulate, has a variety of applications and generates important business implications.

A spatial housing domand analysis with the use of residential choice probabilities (주거지 선택확률을 이용한 지역적 주택수요의 분석)

  • SooKyeongHo
    • Proceeding of Spring/Autumn Annual Conference of KHA
    • /
    • 1992.11a
    • /
    • pp.45-51
    • /
    • 1992
  • The purpose of this study was to predict the spatial housing demand of households in Seoul with the use of residential choice probabilitics. An multinomial legit model is developed using socio-demographic and housing characteristics. SAS package was utilized to estimate this model. This study used the data obtained by the Korea Rosearch Institute for Human Settlemente in 1989. The sample size was 3941 households in Seoul.The residential choice probability varicd depending upon the residential area, head age, head age, tenure and work place. The households with students were more likely to choose kangnam are. The households without young children had higher probability to choose new town near Seoul. Prime reason of this two results were considered the chi Id education and their better housing, Kangnam area was known to be the first consideration for residential choice regardless of work place. Low level of choice probability of kangman area for future residences however, was evidenced. Prime reason of such seemingly contradicting phenomenon is suspected for higher housing prices and limited affordability of people surveyed.

  • PDF

Bayesian Procedure for the Multiple Test of Fraction Nonconforming (부적합률의 다중검정을 위한 베이지안절차)

  • Kim, Kyung-Sook;Kim, Hee-Jeong;Na, Myung-Hwan;Son, Young-Sook
    • Proceedings of the Korean Society for Quality Management Conference
    • /
    • 2006.04a
    • /
    • pp.325-329
    • /
    • 2006
  • In this paper, the Bayesian procedure for the multiple test of fraction nonconforming, p, is proposed. It is the procedure for checking whether the process is out of control, in control, or under the permissible level for p. The procedure is as follows: first, setting up three types of models, $M_1:p=p_0,\;M_2:pp_0$, second, computing the posterior probability of each model. and then choosing the model with the largest posterior probability as a model most fitted for the observed sample among three competitive models. Finally, the simulation study is performed to examine the proposed method.

  • PDF

Wife-older Marriage and Economic Factors : Empirical Analysis (우리나라 여성연상 결혼의 경제적 요인 : 실증분석)

  • Sung, Nak-Il;Jo, Dong-Hyuk
    • Korea journal of population studies
    • /
    • v.33 no.3
    • /
    • pp.1-30
    • /
    • 2010
  • This study examines difference in age at marriage between spouses and more importantly, investigates into the economic and social factors affecting the ratio or probability of wife-older marriages. Empirical analysis is carried out by applying both logit model and multinomial logit model to an independently pooled cross-section over 2004-2007. The data was collected mainly from the micro data service system of the Statistics Korea. Empirical results indicate that a wife-older marriage was more likely as a wife was more educated and was a larger income earner than a husband. On the other hand, a wife's educational and income level themselves had few systematic relationships with the probability of a wife-older marriage. The probability of a wife-older marriage tended to decrease(increase) when a husband's(a wife's) marriage was the second' The study calculates the average marginal effect of difference in the income level between spouses on the probability of a wife-older marriage, which is -0.007. That is, the probability of a wife-older marriage increases by 0.7% as a husband's income level is 1 million Korean Won less than a wife's. This results presents empirical evidence against widely distributed misconception on wife-older marriage in the mass media.

Bounds for the Full Level Probabilities with Restricted Weights and Their Applications

  • Park, Chul Gyu
    • Journal of the Korean Statistical Society
    • /
    • v.25 no.4
    • /
    • pp.489-497
    • /
    • 1996
  • Lower bounds for the full level probabilities are derived under order restrictions in weights. Discussions are made on typical isotonic cones such as linear order, simple tree order, and unimodal order cones. We also discuss applications of these results for constructing conditional likelihood ratio tests for ordered hypotheses in a contingency table. A real data set on torus mandibularis will be analyzed for illustrating the testing procedure.

  • PDF