• Title/Summary/Keyword: Hypothesis testing

Search Result 772, Processing Time 0.024 seconds

Influence Functions on $ {\chi}^2$ Statistic in Contingency Tables

  • Honggie Kim;Hee-Sook Lee
    • Communications for Statistical Applications and Methods
    • /
    • v.3 no.2
    • /
    • pp.69-76
    • /
    • 1996
  • In a two-way contingency table, the analyst is most interested in the hypotheses of either homogeneity or independence. For testing this as a null hypothesis, Pearson's ${\chi}^2$ statistic is most commonly used in practice. Once the null Hypothesis is rejected, he will further search forcells which caused the rejection of the null hypothesis. For this purpose, so called cell${\chi}^2$ components are used. In this paper, we derive the influence function of an obsevation to the ${\chi}^2$ statistic, with which cells with high influence can be identified.

  • PDF

Fuzzy Hypotheses Testing by Vague Response Data with Reflected Correlation (상관이 반영된 애매응답 자료에 대한 퍼지 결정)

  • Kang, Man-Ki;Lee, Chang-Eun;Jung, Ji-Young;Choi, Gyu-Tag
    • Proceedings of the Korean Institute of Intelligent Systems Conference
    • /
    • 2007.04a
    • /
    • pp.225-229
    • /
    • 2007
  • We propose some properties of fuzzy p-value and fuzzy significance level to the fuzzy hypotheses testing for vague response data with reflected correlation in survey research, Appling the principle of agreement index, we suggest the methods for fuzzy hypothesis testing by fuzzy rejection region.

  • PDF

Bayesian Hypothesis Testing for the Ratio of Means in Exponential Distributions

  • Kang, Sang-Gil;Kim, Dal-Ho;Lee, Woo-Dong
    • 한국데이터정보과학회:학술대회논문집
    • /
    • 2006.11a
    • /
    • pp.205-213
    • /
    • 2006
  • This paper considers testing for the ratio of two exponential means. We propose a solution based on a Bayesian decision rule to this problem in which no subjective input is considered. The criterion for testing is the Bayesian reference criterion (Bernardo, 1999). We derive the Bayesian reference criterion for testing the ratio of two exponential means. Simulation study and a real data example are provided.

  • PDF

Fuzzy Testing of Independence in Bivariate Normal Distribution (2변량 정규분포의 독립성에 관한 퍼지 검정)

  • Kang, Man-Ki;Seo, Hyun-A
    • Journal of the Korean Institute of Intelligent Systems
    • /
    • v.21 no.1
    • /
    • pp.1-5
    • /
    • 2011
  • We furnished some properties of fuzzy testing of independence for correlation in a bivariate normal distribution by agreement index. First we present some restriction of the fuzzy data, define fuzzy sample correlation coefficient and agreement index for testing hypothesis with acceptance or rejection degree. Also, we show that UMP unbiased fuzzy test and drawing conclusions the fuzzy test.

Bayesian Hypothesis Testing for the Ratio of Two Quantiles in Exponential Distributions

  • Kang, Sang-Gil;Kim, Dal-Ho;Lee, Woo-Dong
    • Journal of the Korean Data and Information Science Society
    • /
    • v.18 no.3
    • /
    • pp.833-845
    • /
    • 2007
  • When X and Y have independent exponential distributions, we develop a Bayesian testing procedure for the ratio of two quantiles under reference prior. The noninformative prior such as reference prior is usually improper which yields a calibration problem that makes the Bayes factor to be defined up to a multiplicative constant. So we develop a Bayesian testing procedure based on fractional Bayes factor and intrinsic Bayes factor. We show that the posterior density under the reference prior is proper and propose the Bayesian testing procedure for the ratio of two quantiles using fractional Bayes factor and intrinsic Bayes factor. Simulation study and a real data example are provided.

  • PDF

Fuzzy Hypotheses Testing by Vague Response Data with Reflected Correlation (상관관계를 반영한 애매한 응답 자료에 대한 퍼지 가설검정)

  • Kang, Man-Ki;Lee, Chang-Eun;Jung, Ji-Young;Choi, Gue-Tak
    • Journal of the Korean Institute of Intelligent Systems
    • /
    • v.17 no.5
    • /
    • pp.614-618
    • /
    • 2007
  • We propose some properties of fuzzy p-value and fuzzy significance level to the fuzzy hypotheses testing for vague response data with reflected correlation in survey research, Appling the principle of agreement index, we suggest the methods for fuzzy hypothesis testing by fuzzy rejection region.

Support of shaft process line Modeling for improving operation rate (Shaft 가공라인 자원 가동률 향상을 위한 모델링)

  • Lim, Sang-Baek;Kang, Kyung-Sik
    • Journal of the Korea Safety Management & Science
    • /
    • v.18 no.4
    • /
    • pp.179-183
    • /
    • 2016
  • The purposes of this research are to modelize test system of SM TESTING by ARENA, software, input several items of specimen's testing process, resources of system and transfer loop, etc, give a hypothesis and then, obtain results reducing the efficiency of the whole system finally by overload of specific facilities in the testing system through the simulation so as to obtain several materials such as specimen and testing facility, transfer loop, etc. by simple and various forms without any necessity of numerical modelization. It will add facilities of over load and reduce facilities with low operation rate, so increase the efficiency of the system.

A Case Study on the Influence Factors of Financial Performance of Korean Automotive Parts Cooperation Companies through Research Hypothesis

  • AN, Ho-Jin;KIM, Wan-Ki
    • The Journal of Asian Finance, Economics and Business
    • /
    • v.6 no.3
    • /
    • pp.327-337
    • /
    • 2019
  • The aim of this research is to contribute to enhancing the competitiveness of automotive parts suppliers while departing from the dependent relationship structure, by developing and interpreting factors that affect sale, which are financial achievements, in a practical way. The research data covered 200 companies from 2013-2017. The study hypothesis was verified by dividing the hypothesis into Model1 with control variables only and Model2 with control variables in independent variables. As a result of hypothesis testing, regarding sales, only capital size showed to have an effect in Model1, while in Model2, asset size, number of employees and joint ventures with foreign companies did but the other remaining factors did not. In particular, the results showed that an increase in financial performance required 'Economies of scale', and that companies that concentrated on a small number of items, diversified products into four or more items, or owned two to four suppliers, reaped positive results in financial performance. Therefore, in addition to the selection and concentration of corporate management for production items and account management, applying strategies, like the inter-company M&A, consortiums and co-branded strategies to achieve 'Economy of scale', would highly enhance the financial performance of automotive parts suppliers.

Determinant of Market Orientation on SME Performance: RBV and SCP Perspective

  • NURHILALIA, NURHILALIA;RAHMAN Kadir, Abdul;MAHLIA, Muis;JUSNI, JUSNI;ADITYA, Halim Perdana Kusuma Putra
    • Journal of Distribution Science
    • /
    • v.17 no.9
    • /
    • pp.35-45
    • /
    • 2019
  • Purpose - This study analyzes the relationship between inter-function coordination variables, competitor, customer and innovation orientation that has been developed by Narver & Slater (1990), also known as Market Orientation Strategy on SME Sutera's marketing performance, through direct and indirect effect relationships. Research design, data, and methodology - This study uses a sample of 168 respondents who are silk SME entrepreneurs in eleven Silk Craftsman sub-districts in Wajo Regency - South Sulawesi Province, Indonesia. Data collection using a questionnaire with a period between January - June 2019. Data analysis use PLS. The stages of testing the results of analysis go through several stages: the first stage, analysis of variable descriptions, the goodness of fit model (AVE, CR, Cronbach Alpha, R2) and hypothesis test. Results and Findings - From the fifteen hypothesis by direct and indirect effect state six hypothesis are rejected and eleven hypothesis are accepted. Overall, the concepts of Resource Based View theory (RBV) and Structure-Conduct- Performance theory (SCP) also provide a strategic picture for businessmen related to product innovation and service innovation and the urgency of regeneration in order to maintain the continuity of superior products in the future.

Effects of a Sensory Stimulation on Weight Gain, Behavioral State, and Physiological Responses in Premature Infants (감각자극이 미숙아의 체중 증가, 행동상태 및 생리적 반응에 미치는 영향)

  • 송희승;신희선
    • Journal of Korean Academy of Nursing
    • /
    • v.31 no.4
    • /
    • pp.703-711
    • /
    • 2001
  • Purpose: The purpose of this study was to examine the effects of sensory stimulation on premature infants. Method: Thirty three premature infants admitted to NICU of D University Hospital in C city were randomly assigned in two groups (Experimental group: 16, Control group:17). For the experimental group, tactile and kinesthetic stimulation developed by Dr. Field was applied 2 times a day for 10 days. Behavioral state was measured using the Anderson Behavioral State Scale (ABSS). Heart rate, respiration, and oxygen saturation were obtained for each infant before and after sensory stimulation. Hypothesis testing was done using the $\chi$$^2$- test, student t-test, and repeated measures of ANOVA. Result: Hypothesis 1: There was a significant difference in the daily body weight gain between experimental and control group (F= 40.77, p= .0001). Hypothesis 2: There was a significant difference in the frequency of 'inactive awake state' between two groups ($\chi$$^2$= 39.778, p= .001). Hypothesis 3: There were significant differences in the mean of heart rate and $O_2$saturation between two groups (t= -2.174, p= .037; t= 3.080, p= .005). However, there was no significant difference in the mean of respiration rate between two groups (t= -1.966, p= .581). Conclusion: The effectiveness of a sensory stimulation on weight gain and behavioral state in premature infants was supported. Further study is recommended to develop a sensory stimulation method as an independent nursing intervention for premature infant.

  • PDF