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Pairwise pseudolikelihood approach for adjusting selection bias in meta-analysis (메타분석의 선택 편향 보정을 위한 쌍별 유사가능도 접근법)

  • Kuk, Sunghee;Lee, Woojoo
    • The Korean Journal of Applied Statistics
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    • v.33 no.4
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    • pp.439-449
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    • 2020
  • Meta-analysis provides a way of integrating several independent studies of interest. Since small studies with statistically significant results are more likely to be published, publication bias, which is a special case of selection bias, often occurs in meta analysis. Conditional likelihood and weighted estimating equation have been proposed to deal with publication bias, but they require to specify a correct selection probability model. In contrast, the pairwise pseudolikelihood approach can correct publication bias without fully specifying the correct selection probability model, but its performance in meta-analysis was not investigated. In this paper, we perform a numerical study about whether the pairwise pseudolikelihood approach is effective for solving publication bias arising from typical meta-analysis settings.

A study of the effect of health education about AIDS related knowledge and attitude in industrial workers (일부지역 근로자의 AIDS에 대한 보건교육을 통한 지식 및 태도의 변화)

  • Ahn, Tae-Sung
    • Research in Community and Public Health Nursing
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    • v.6 no.1
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    • pp.114-124
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    • 1995
  • The purpose of this study was to identify the education effect about AIDS related knowledge & attitude in industrial workers. This study examined the workers' knowledge and attitude at two times. (before education, 3days after education) This study 298 admitted workers on 3 work place who participated in health education by video material. Data were gathered from 1994. 12. 12 to 1994. 12. 22. The results were as follow: 1. The level of knowledge about AIDS; The correct answer mean score of knowledge before education was 13.7 out of 28. The correct answer mean score of knowledge after education was 17.6 out of 28. 2. The education effect about AIDS related knowledge according to 28 questions; Almost of questions were significantly increased correct answer rate about AIDS related knowledge except 2 questions. 3. The education effect about AIDS related knowledge according to workers' general characteristics: The significant general characteristics of health education effect that impact on the knowledge score were women, the teenth, the twentieth, unmarrige state, lower senior high school graduated, sexual experience had or not, over five occupational career, education time, health education experience had or not. 4. The education effect of AIDS related attitude: Significant change of attitude related AIDS were found 7 out of 9 questions.

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User Adaptive Post-Processing in Speech Recognition for Mobile Devices (모바일 기기를 위한 음성인식의 사용자 적응형 후처리)

  • Kim, Young-Jin;Kim, Eun-Ju;Kim, Myung-Won
    • Journal of KIISE:Computing Practices and Letters
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    • v.13 no.5
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    • pp.338-342
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    • 2007
  • In this paper we propose a user adaptive post-processing method to improve the accuracy of speaker dependent, isolated word speech recognition, particularly for mobile devices. Our method considers the recognition result of the basic recognizer simply as a high-level speech feature and processes it further for correct recognition result. Our method learns correlation between the output of the basic recognizer and the correct final results and uses it to correct the erroneous output of the basic recognizer. A multi-layer perceptron model is built for each incorrectly recognized word with high frequency. As the result of experiments, we achieved a significant improvement of 41% in recognition accuracy (41% error correction rate).

Studies on Sensory Evaluation -[Part IV] New Modified Triangle Test- (관능검사(官能檢査)에 관한 연구(硏究) -[제4보(第4報)] 3점비교법(點比較法)의 신변형(新變形)에 대하여-)

  • Hong, Jin
    • Applied Biological Chemistry
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    • v.20 no.3
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    • pp.285-291
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    • 1977
  • In this paper the new statistical method called "New Modified Triangle Test" is studied. This method is to test the null hypothesis based on the result which comes from evaluating sample size "t", where $t{\geqq}3$, by using Triangle Preference Scale Test. It a confirmed that "New Modified Scheffe's Method 1" can be used for appraising "New Modified Triangle Test". In this report, the weight fraction of in-correct oddity chosen to correct oddity chosen is made 1/2 in terms of chance probability.

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The Effects of Measurement Errors on Frequency Response Functions(FRFs) (실험 오차가 주파수 응답함수에 미치는 영향)

  • Jung, Hae-Il
    • The Journal of Korean Institute for Practical Engineering Education
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    • v.3 no.1
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    • pp.45-50
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    • 2011
  • Despite the highly sophisticated development of finite element analysis, a finite element model for structural dynamic analysis can be inaccurate or even incorrect due to the difficulties of correct modelling, uncertainties on the finite element input data and geometrical oversimplification, while the modal data extracted from measurement are supposed to be correct, even though incomplete. The assumption that the test results represent the true dynamic behaviour of the structure, however, may not be correct because of various measurement errors. The measurement errors are investigated and their effects on estimated frequency response functions(FRFs) are also investigated.

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The Study on the Concept of Elementary School Students Regarding the Stratum (초등학생들의 지층에 대한 개념 연구)

  • Kim, Deok-Ho;Hong, Seung-Ho
    • Journal of Korean Elementary Science Education
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    • v.33 no.4
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    • pp.607-619
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    • 2014
  • The purpose of this study is to investigate the degree of concept understanding on the stratum for elementary school students. For this objective, questions on the stratum concept were developed, and concept survey was conducted for random sampling of $5^{th}$ and $6^{th}$ grade 536 students. As a result, students chosen correct answers of the average 57.4% for 16 questions. Below the average rate of correct answers in each domain were 1 question in the definition of the stratum, 3 questions in formation of the stratum, and 4 questions in features of the stratum. Especially, the percentage of correct answers were appeared in lowly that the difference between the visible side and non visible side on the stratum, the definition and formation process of a fault and the main cause of the stratum's exposure. Also, between the residence, grade, and gender of students, there were significant differences in 2 questions, 7 questions, and 1 questions, respectively. Therefore, many elementary school students do not have high understanding about the stratum concept. Through the results of this study, it can be contributed to find an efficient ways as a basic data for modify misconceptions of the stratum to the scientific concept.

A behavioral approach to increase recycling behavior: An examinination of effect of environmental alteration and prompts (환경문제에서의 재활용 행동 증진을 위한 행동분석적 실험 연구 - 환경적 변화와 프롬트의 효과를 중심으로-)

  • 오세진;양병화;현보성;황혜연
    • Hwankyungkyoyuk
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    • v.14 no.1
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    • pp.19-31
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    • 2001
  • This study examined the effect of environmental alteration and prompts on recycling behavior. An A-B-BC with a control condition design was employed. Subjects in this study were college students, professors, and employees at a university building. After a baseline phase, environmental alteration was I effect in the next phase and both environmental alteration and prompts were in effect in the final phase for the control condition. The environmental alteration consisted of providing four separation containers for the paper cups, cans recyclable paper, and the disposable on each floor in the building. The prompts consisted of providing the information about the importance of environmental preservation and how to separate the materials in the appropriate containers using an information board and pamphlets. The dependent variables were (1) the number of cans collected in can container, (2) the number of paper cups collected in cup container, (3) the rate of correct separation of cans, (4) the rate of correct separation of paper cups, and (5) the weight of disposable. The rates of correct separations of cans and paper cups were obtained by calculating the percentage of thenumber of recyclable cans and paper cups in the corresponding containers. The results indicated that environmental alteration had positive effects on all the dependent variables. Also, when the prompts were added to the environmental alteration, the incremental effect of the prompts was demonstrated. The implications and limitations of theses findings were discussed and the direction of future studies was also proposed.

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An Eigen Analysis with Out-of-Plane Deformable Ring Element (면외변형 링 요소를 이용한 고유해석)

  • Moon, Won-Joo;Min, Oak-Key;Kim, Yong-Woo
    • Transactions of the Korean Society of Mechanical Engineers
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    • v.17 no.7 s.94
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    • pp.1719-1730
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    • 1993
  • This paper presents the theoretical natural frequencies of out-of-plane deformable ring based on the variables such as out-of-plane deflection, torsional rotation and shear rotation. Based on the same variables, a finite element eigen analysis is carried out by using the $C^0$-continuous, isoparametric element which has three nodes per element and three degrees-of-freedom at each node. Numerical experiments are peformed to find the integration scheme which produces accurate natural frequencies, natural modes and correct rigid body motion. The uniformly reduced integration and the selective reduced integration give more accurate numerical frequencies than the uniformly full integration, but the uniformly reduced integration produces incorrect rigid body motion while selective reduced integration does correct one. Therefore, the ring element based on the three variables which employes selective reduced integration is recommended to avoid spurious modes, to alleviate the error due to shear locking and to produce correct rigid body motion, simultaneously.

An Improved Multi-stage Timing Offset Estimation Scheme for OFDM Systems in Multipath Fading Channel (다중경로 페이딩 환경에서 OFDM 시스템을 위한 개선된 다중단계 타이밍 옵셋 추정기법)

  • Park, Jong-In;Noh, Yoon-Kab;Yoon, Seok-Ho
    • The Journal of Korean Institute of Communications and Information Sciences
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    • v.36 no.9C
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    • pp.589-595
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    • 2011
  • This paper proposes an improved multi-stage timing offset estimation scheme for orthogonal frequency division multiplexing (OFDM) systems in multipath fading channel environment. The conventional multi-stage timing offset estimation scheme is very sensitive to the random multipath components. By exploiting the sample standard deviation of the cross-correlation values, the proposed scheme achieves a robustness to the random multipath components. Simulation results demonstrate that the proposed scheme has a higher correct estimation probability and has a better mean square error (MSE) performance than the conventional scheme in multipath fading channels.

AC4E: An Access Control Model for Emergencies of Mission-Critical Cyber-Physical Systems

  • Chen, Dong;Chang, Guiran;Jia, Jie
    • KSII Transactions on Internet and Information Systems (TIIS)
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    • v.6 no.9
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    • pp.2052-2072
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    • 2012
  • Access control is an essential security component in protecting sensitive data and services from unauthorized access to the resources in mission-critical Cyber-Physical Systems (CPSs). CPSs are different from conventional information processing systems in such that they involve interactions between the cyber world and the physical world. Therefore, existing access control models cannot be used directly and even become disabled in an emergency situation. This paper proposes an adaptive Access Control model for Emergences (AC4E) for mission-critical CPSs. The principal aim of AC4E is to control the criticalities in these systems by executing corresponding responsive actions. AC4E not only provides the ability to control access to data and services in normal situations, but also grants the correct set of access privileges, at the correct time, to the correct set of subjects in emergency situations. It can facilitate adaptively responsive actions altering the privileges to specific subjects in a proactive manner without the need for any explicit access requests. A semiformal validation of the AC4E model is presented, with respect to responsiveness, correctness, safety, non-repudiation and concurrency, respectively. Then a case study is given to demonstrate how the AC4E model detects, responds, and controls the emergency events for a typical CPS adaptively in a proactive manner. Eventually, a wide set of simulations and performance comparisons of the proposed AC4E model are presented.