• 제목/요약/키워드: test for hypothesis

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ENTROPY-BASED GOODNESS OF FIT TEST FOR A COMPOSITE HYPOTHESIS

  • Lee, Sangyeol
    • 대한수학회보
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    • 제53권2호
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    • pp.351-363
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    • 2016
  • In this paper, we consider the entropy-based goodness of fit test (Vasicek's test) for a composite hypothesis. The test measures the discrepancy between the nonparametric entropy estimate and the parametric entropy estimate obtained from an assumed parametric family of distributions. It is shown that the proposed test is asymptotically normal under regularity conditions, but is affected by parameter estimates. As a remedy, a bootstrap version of Vasicek's test is proposed. Simulation results are provided for illustration.

AESA 레이더 최대탐지거리의 통계적 접근 (Statistical Approach for AESA Radar Maximum Detection Range)

  • 탁대석;신경수
    • 시스템엔지니어링학술지
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    • 제15권1호
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    • pp.43-50
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    • 2019
  • Statistical hypothesis tests are important for quantifying answers to questions about samples of data. The Step Process of Statistical Hypothesis Testing; state the null hypothesis, State the alternate hypothesis, State the alpha level, Find the z-score associated with alpha level, Find the test statistic using this formula, If the calculated t distribution value from the data is larger than the t distribution value of alpha level, then you are in the Rejection region and you can reject the Null Hypothesis with ($1-{\alpha}$) level of confidence.

임상연구방법론에서 귀무가설과 대립가설, 귀류법에 대한 고찰과 한방이비인후과에서 베이지안 통계학의 활용 (A Study on Null Hypothesis and Alternative Hypothesis, Reduction to Absurdity and Application of Bayesian Statistics in Korean Medicine Otolaryngology)

  • 남승표;배재민;권강
    • 한방안이비인후피부과학회지
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    • 제32권4호
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    • pp.41-61
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    • 2019
  • Background : The current medical statistics used in clinical research are the results of Fisher's significance test and the Neyman-Pearson hypothesis test, which were combined by psychologists. Also, in the philosophical background, it is related to Popper's falsificationism based hypothesis-deductive method and reduction to absurdity. Objectives : This study was designed to find complementary and alternative methods of null hypothesis and alternative hypothesis used for the clinical research methodology of Korean medicine otolaryngology. Methods : The body of this paper was divided into seven part. These are historical background, hypothesis test, hypothesis test method used in the design of clinical study, falsificationism and reduction to absurdity, problem and alternative method of the Neyman-Pearson hypothesis test, diagnosis example of sinusitis differentiation syndromes by Bayesian statistics. Through this process, we found out problems of frequentist statistics and suggested alternative methods. Result & Conclusion : As a solution to the problems of the null hypothesis and the alternative hypothesis, there are effects size, confidence interval, Bayesian statistics and Lakatos methodology of scientific research programmes.

A Study on Goodness-of-fit Test for Density with Unknown Parameters

  • Hang, Changkon;Lee, Minyoung
    • Communications for Statistical Applications and Methods
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    • 제8권2호
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    • pp.483-497
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    • 2001
  • When one fits a parametric density function to a data set, it is usually advisable to test the goodness of the postulated model. In this paper we study the nonparametric tests for testing the null hypothesis against general alternatives, when the null hypothesis specifies the density function up to unknown parameters. We modify the test statistic which was proposed by the first author and his colleagues. Asymptotic distribution of the modified statistic is derived and its performance is compared with some other tests through simulation.

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임부의 공포와 개인 및 환경변인의 상오관계에 관한 연구 (A Study on Relationship Between Fear During Pregnancy and Person and Environmental Variables in Pregnant Women)

  • 정송자
    • 대한간호학회지
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    • 제4권2호
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    • pp.131-143
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    • 1974
  • Antenatal care is zoomed toward3 assisting the Individual to achieve safe and wholesome state of health during pregnancy. Nature of fear is assumed to be rooted to complex interaction between past experiences, human relationship and present state of health, however. specific relationship between fear and the variables have not yet been ascertained. This study is designed to investigate the nature of fear of pregnancy, and the correlation between fear and the personal and environmental variables such as personal characteristics past experiences. and psycho-social factors. During the period from October 23 to November 5, 215 pregnant and 104 non-pregnant women of similar chronological are group residing in Seoul were interviewed according to check-list by random General anxiety test, general personality test and test for fear of pregnancy, family according to specific variables such as past experiences of Pregnancy and childbirth, structure of family, family relationship and month of pregnancy was done to the group of pregnant women. To non-pregnant group, general anxiety test was performed to compare with pregnant group. Results of the study are as follows; 1. Hypothesis 1; Degree of general anxiety will be higher e pregnant women compared to that of non-pregnant women. There is no significant difference between the general anxiety of pregnant women and that of non-pregnant women. Therefore, hypothesis I is rejected. 2. Hypothesis 2: Fear of pregnancy and general anxiety will be correlated with personality factors. Through test for fear of pregnancy and general anxiety, a meager contra-correlation between fear and only two personal factors (R and E factor) is revealed but there is no significant correlation between fear and other personal factors (A.S. and T factor). Degree of fear of pregnancy tends to b: higher in the group with low personality factors; responsibility and emotional stability expect the correlation between ascendancy, sociability, and confidence-inferiority. non-significant. Through general anxiety test, level of general anxiety tends to be higher in the group. with low personality factors; responsibility. emotional stability, and confidence except ascendency and sociability, non-significant. Hypothesis 2 is partially supported. 3. Hypothesis 3; General anxiety and fear of pregnancy will be correlated with the past experience-ol pregnancy, and child-birth experience. Though general anxiety test and test for fear of pregnancy, non-significant difference is revealed by P〉.05 level Hypothesis 3 is rejected. 4. Hypothesis 4: General anxiety and fear of pregnancy will be correlated with the month at pregnancy will be correlated with the month of pregnancy. Through tests of general anxiety and fear, significant correlation is revealed degree of fear by-P〈.05 level (CR=1.98) and level of general anxiety by P〈.005 level (CR=3. 11) is higher in the earlier stage of pregnancy. Hypothesis 4 is supported. 5. Hypothesis 5, 6, 7; General anxiety and fear of pregnancy will be correlated with socio-economic status, family structure, and family relationship. Through general anxiety test and tear of pregnancy test, non-significant is revealed by P〉.05 level. Hypothesis 3.6.7 are rejected. Conclusion and recommendation Level of general: anxiety and degree of fear of pregnancy is shown not to be correlated with variables of past experiencers of pregnancy and child-birth. and family factors except the month of - pregnancy. Personal characteristics are shown to be partially contra-correlated meagerly with genera anxiety and fear of pregnancy. This study revealed contrasted results, in regard to presence of correlation between general anxiety and fear of pregnancy to other thesis. In this context. further studies under controlled environment is recommended.

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초등학생의 과학적 가설생성능력 평가를 위한 서술형 지필과제 및 가설생성능력지수 산출식의 개발 (Development of a Descriptive Paper Test Item and a Counting Formula for Evaluating Elementary School Students' Scientific Hypothesis Generating Ability)

  • 조은별;신동훈
    • 한국초등과학교육학회지:초등과학교육
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    • 제35권2호
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    • pp.137-149
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    • 2016
  • The purpose of this study is to develop a descriptive paper test item which can evaluate elementary school students' HGA (scientific Hypothesis Generating Ability) and to propose a counting formula that can easily assess student's HGA objectively and quantitatively. To make the test item can possibly evaluate all the students from 6th graders to 3rd graders, the 'rabbit's ear' item is developed. Developed test item was distributed to four different elementary schools in Seoul. Total 280 students who were in the 6th grade solved the item. All the students' reponses to the item were analyzed. Based on the analyzed data evaluation factors and evaluation criteria are extracted to design a Hypothesis Generating ability Quotient (HGQ). As the result 'Explican's Degree of Likeness' and 'Hypothesis' Degree of Explanation' are chosen as evaluation factors. Also precedent evaluation criteria were renewed. At first, Explican's Degree of Likeness evaluation criterion was turned four levels into three levels and each content of evaluation criterion is also modified. Secondly, new evaluation factor 'Hypothesis' Degree of Explanation' was developed as combined three different evaluation criteria, 'level of explican', 'number of explican' and 'structure of explican'. This evaluation factor was designed to assess how the suggested hypothesis can elaborately explain the cause of one phenomenon. Newly designed evaluation factors and evaluation criteria can assess HGA more in detail and reduce the scoring discordant through the markers. Lastly, Developed counting formula is much more simple than precedent Kwon's equation for evaluating the Hypothesis Explanation Quotient. So it could help easily distinguish one student's scientific hypothesis generating ability.

컴퓨터를 이용한 정보제공이 관상동맥조영술 대상자의 검사 전 불안감소에 미치는 영향 (The Effect of an Information using Computer Orogram on the Reduction of Anxiety in Coron Angiogram Subjects)

  • 정경인;최순희
    • 한국간호교육학회지
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    • 제9권1호
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    • pp.115-125
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    • 2003
  • This study was conducted to investigate whether a computer information offered in advance of the test would decrease anxiety degree in coronary angiogram subjects. The study design was a nonequivalent control group, none-synchronized design. The subjects of study were 53 patients who were admitted at C hospital in K city for coronary angiogram. The 53 subjects were assigned to experimental(25) and control(28) groups. The computer information set up by researcher was used as the experimental treatment and 10 minutes long. Spielberger's state anxiety scale translated by Kim and Shin(1978) and sphygmomanometer were used for data collection. The data were collected from July 1, 2000 to March 31, 2001, and analyzed by chi-square, paried t-test, t-test, ANCOVA, and Pearson's Correlation Coefficients using SPSS/PC+. The results of this study were summarized as follows : 1. The first hypothesis that 'post-test state anxiety score will be lower than pre-test state anxiety score in experimental group' was supported(t=2.40, p=.020). 2. The second hypothesis that 'post-test systole will be lower than pre-test systole in experimental group' was not supported(t=-.30, p=.765). 3. The third hypothesis that 'post-test Diastole will be lower than pre-test diastole in experimental group' was not supported'(t=-1.42, p=.161). 4. The fifth hypothesis that 'the experimental group who is given the computer information will be lower in state anxiety score than the control group who is not given the computer information' was supported(F=9.17, p=.004). 5. The sixth hypothesis that 'the experimental group who is given the computer information will be lower in systole than the control group who is not given the computer information' was supported (F=7.16, p=.010). 6. The seventh hypothesis that 'the experimental group who is given the computer information will be lower in diastole than the control group who is not given the computer information' was not supported'(F=.55, p=.462). 7. The eleventh hypothesis that 'the lower the post-test state anxiety, the lower the uneasiness score during the test' was not supported(r=-.013, p=.926). 8. The eighth hypothesis that 'the lower the post-test state anxiety, the lower the nervousness score during the test' was supported(r=.326, p=.017).

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과학적 가설의 생성력 향상을 위한 삼원귀추모형의 적용 (Application of the Triple Abduction Model for Improving the Skills of Scientific Hypothesis Generation)

  • 정진수;원희정;권용주
    • 한국과학교육학회지
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    • 제25권5호
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    • pp.595-602
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    • 2005
  • 이 연구의 목적은 과학학습에서 가설 생성력 향상에 미치는 삼원귀추모형(TAM)의 적용 효과를 검증하는 것이다. 이를 위해 TAM의 가설 생성 절차에 따른 가설 생성 활동 10개와 전통적인 방법에 따른 가설생성활동 10개를 개발하여 각각26명의 고등학생으로 구성된 TAM 집단과 27명의 전통 집단에 투입하였다. 가설 생성 활동 10개가 투입되는 과정에서 4개의 활동에서 학생들이 생성한 최종 가설의 설명도를 평가하였다. 또한 가설 생성력의 향상 정도를 검증하기 위해서 과학 지식 생성력 검사 A형과 B형을 사전과 사후에 각각 투입하여 연구 대상 학생들의 가설 생성력을 검사하였다. 연구 결과 TAM 집단이 생성한 가설의 설명도가 전통 집단의 가설보다 통계적으로 의미 있는 수준에서 높았다. 가설 생성력 검사에서는 TAM 집단과 전통 집단의 검사 점수가 사전 검사에서는 통계적으로 유의미한 수준에서 차이가 없었으나 사후에는 TAM집단이 의미 있게 높았다. 따라서 TAM을 적용한 가설 생성 활동은 전통적인 방법보다 가설 생성력 향상에 효과적이라고 할 수 있다.

균일최강력검정에 의한 가설의 퍼지 검정 (Fuzzy Test of Hypothesis by Uniformly Most Powerful Test)

  • 강만기
    • 한국지능시스템학회논문지
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    • 제21권1호
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    • pp.25-28
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    • 2011
  • 본 연구는 퍼지가설 검정을 위하여 퍼지수로 주어진 데이터에 대한 데이터의 조건을 제시하였고 면적비에 의한 동의지수법을 정의한 후 균일최강력 퍼지검정법을 제안하였다. 또한 균일최강력 퍼지 검정을 위하여 유의수준에 의한 신뢰한계를 제시하였다. 예증으로서 지수분포에서 얻은 랜덤셈플을 우도비에 의한 최강력 기각역을 구하여 동의지수법을 이용한 카이제곱분포의 퍼지검정법을 제시하였다.

정보제공과 음악요법이 심혈관조영술 환자의 불안에 미치는 영향 (Deducing Coronary Artery Disease Anxiety through Musical Therapy and Providing Information)

  • 강미숙;박경민;박청자
    • 대한간호학회지
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    • 제30권2호
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    • pp.380-390
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    • 2000
  • This study was performed to evaluate the effectiveness of music therapy as one of the psychiatric nursing intervention tools, with addtional information in relieving anxiety during the procedure. Data were collected through nonequivalent pre-and post tests from July 1, 1998 to September 30 1998 in 90 patients (test group A: 28 patients, test group B: 27 patients, control group: 33 patients) who were hospitalized in DongSan Medical Center in order to have cardiac catheterization. The Subjects were informed by educational videos, which were modified according to the sensory information of the 10 study patients. They were based on the informative booklet by Kim keum-soon (1989). The procedural information was also modified according to the hospital`s customs. Provided the music for patients suitable to their tastes, and measured their blood pressure, heart rate, the degree of anxiety using the Spielberger`s measurement device of anxiety, and behavioral response of Finesilver`s. The statistical significance was analyzed using chi-square test and ANOVA. The results of this study were as follows : Hypothesis 1 : There are significant differences in the degree of anxiety among test group A, Test group A was provided only information, Test group B was provided information and the control group was provided neither. Hypothesis 2 : There are significant differences in systolic blood pressure among test group A, test group B, and control group.: non-significant. Hypothesis 3 : There are significant differences in diastolic blood pressure among test group A, test group B, and control group.: significant(F=1.31, p=.27, interaction; F=3.80, p=.00). Hypothesis 4 : There are significant differences in heart rate among test group A, test group B, and control group.: non-significant. Hypothesis 5 : There are significant differences in behavioral responses among test group A, test group B, and control group.: significant(F=10.05, p=.00). Further validation study is required with other subjects and other settings.

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