• 제목/요약/키워드: Statistics technique

검색결과 874건 처리시간 0.024초

층화 확률화 응답 기법 (A Stratified Randomized Response Technique)

  • Ki Hak Hong;Jun Keun Yum;Hwa Young Lee
    • 응용통계연구
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    • 제7권1호
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    • pp.141-147
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    • 1994
  • 범죄의 성향이나 도박, 마약 복용 실태 등과 같은 사회적으로나 개인적으로 매우 민감한 문제에 대한 조사에서 세대별 또는 계층별로 상당히 차이가 나는 경우에 단순임의 추출법에 의한 Warner의 확률화 응답 기법보다 효율적인 층화 임의 추출법에 의한 층화 확률화 응답 기법을 제시하고 그 효율성을 증명하였다.

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SOLVING QUASIMONOTONE SPLIT VARIATIONAL INEQUALITY PROBLEM AND FIXED POINT PROBLEM IN HILBERT SPACES

  • D. O. Peter;A. A. Mebawondu;G. C. Ugwunnadi;P. Pillay;O. K. Narain
    • Nonlinear Functional Analysis and Applications
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    • 제28권1호
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    • pp.205-235
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    • 2023
  • In this paper, we introduce and study an iterative technique for solving quasimonotone split variational inequality problems and fixed point problem in the framework of real Hilbert spaces. Our proposed iterative technique is self adaptive, and easy to implement. We establish that the proposed iterative technique converges strongly to a minimum-norm solution of the problem and give some numerical illustrations in comparison with other methods in the literature to support our strong convergence result.

통계기법을 이용한 공공하수처리시설의 운영실태 평가방법 연구 (A Study on the Evaluation for Operations of Public Sewage Treatment Plants Using Statistics Technique)

  • 최인철;안태웅;유순주;정현미;권오상;김원기;염익태;손대희
    • 한국물환경학회지
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    • 제30권5호
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    • pp.524-531
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    • 2014
  • Korea has been trying to manage water quality of rivers and lakes in many ways. Ministry of Environment is making continuous efforts of operation control improvement such as strengthening effluent standards in sewage treatment plants and expanding Tele-Monitoring System (TMS). However, evaluation method for operations of sewage treatment plants and establishment system of effluent standards are inadequate. The objective of this study is to evaluate for operations of sewage treatment plants using statistics technique such as frequency analysis, percentile, normal distribution analysis. We used the effluent data (BOD, COD, SS) collected at 299 plants in 2012. The values were very low by comparison with standards. The Data followed a normal distribution. We think that distribution characteristics are closely related with effluent standards, especially T-P and BOD. Statistics technique attempted in this study can be used to evaluate for operations of sewage treatment plants and assess the appropriateness of effluent standards based on TBEL(Technology-based effluent limitation). And, this technique can be used to figure out the overall level of plants, the status of each plant and the favorable treatment process for each item (BOD, COD etc.). Data acquired through this method can be used to improve facilities and operation techniques and decide on a sewerage policy.

Implementation of Qualitative Unrelated Question Model for Obtaining Sensitive Information at Internet Survey

  • 박희창;명호민
    • Journal of the Korean Data and Information Science Society
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    • 제13권2호
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    • pp.341-354
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    • 2002
  • This paper is planned to use randomized response technique which is an indirect response technique on internet as a way of obtaining much more precise information, not revealing secrets of responsors, considering that respondents are generally reluctant to answer in a survey to get sensitive information targeting employees, customers, etc.

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Implementation of Quantitative Unrelated Question Model for Obtaining Sensitive Information at On-Line Survey

  • Park, Hee-Chang;Ryu, Jee-Hyun;Lee, Sung-Yong
    • Journal of the Korean Data and Information Science Society
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    • 제14권3호
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    • pp.591-603
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    • 2003
  • This paper is planned to use randomized response technique which is an indirect response technique on internet as a way of obtaining much more precise information, not revealing secrets of responsors, considering that respondents are generally reluctant to answer in a survey to get sensitive information targeting employees, customers, etc.

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Implementation of Qualitative Unrelated Question Model for Obtaining Sensitive Information at On-Line Survey

  • Park, Hee-Chang;Myung, Ho-Min
    • 한국데이터정보과학회:학술대회논문집
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    • 한국데이터정보과학회 2002년도 춘계학술대회
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    • pp.107-118
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    • 2002
  • This paper is planned to use randomized response technique which is an indirect response technique on internet as a way of obtaining much more precise information, not revealing secrets of responsors, considering that respondents are generally reluctant to answer in a survey to get sensitive information targeting employees, customers, etc.

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On the Validity of SN Ratio in Parameter Design

  • Kim, Sang-Ik
    • 품질경영학회지
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    • 제21권1호
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    • pp.96-107
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    • 1993
  • In parameter design Taguchi analyzed a statistic which he called signal-to-noise(SN) ratio by using the experimental design technique. However he gave no justification for using SN ratios in the optimization procedure of parameter design. In this paper we discuss the validity of such SN ratios as proper statistics to be analyzed in parameter design. Moreover, using the real empirical data we examine the appropriateness of SN ratios, and we explain how transformation technique can be applied in parameter design as an alternative method of analysis.

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Digital Authentication Technique using Content-based Watermarking in DCT Domain

  • Hyun Lim;Lee, Myung-Eun;Park, Soon-Young;Cho, Wan-Hyun
    • 대한전자공학회:학술대회논문집
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    • 대한전자공학회 2002년도 하계종합학술대회 논문집(4)
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    • pp.319-322
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    • 2002
  • In this paper, we present a digital authentication technique using content-based watermarking in digital images. To digest the image contents, Hopfield network is employed on the block-based edge image. The Hopfield function extracts the same tit fur similarly looking blocks so that the values are unlikely to change to the innocuous manipulations while being changed far malicious manipulations. By inputting the extracted bit sequence with secret key to the cryptographic hash function, we generate a watermark for each block by seeding a pseudo random number generator with a hash output Therefore, the proposed authentication technique can distinguish between malicious attacks and innocuous attacks. Watermark embedding is based on the block-based spread spectrum method in DCT domain and the strength of watermark is adjusted according to the local statistics of DCT coefficients in a zig-zag scan line in AC subband. The numerical experiments show that the proposed technique is very efficient in the performance of robust authentication.

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Polynomially Adjusted Normal Approximation to the Null Distribution of Ansari-Bradley Statistic

  • Ha, Hyung-Tae;Yang, Wan-Youn
    • 응용통계연구
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    • 제24권6호
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    • pp.1161-1168
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    • 2011
  • The approximation for the distribution functions of nonparametric test statistics is a significant step in statistical inference. A rank sum test for dispersions proposed by Ansari and Bradley (1960), which is widely used to distinguish the variation between two populations, has been considered as one of the most popular nonparametric statistics. In this paper, the statistical tables for the distribution of the nonparametric Ansari-Bradley statistic is produced by use of polynomially adjusted normal approximation as a semi parametric density approximation technique. Polynomial adjustment can significantly improve approximation precision from normal approximation. The normal-polynomial density approximation for Ansari-Bradley statistic under finite sample sizes is utilized to provide the statistical table for various combination of its sample sizes. In order to find the optimal degree of polynomial adjustment of the proposed technique, the sum of squared probability mass function(PMF) difference between the exact distribution and its approximant is measured. It was observed that the approximation utilizing only two more moments of Ansari-Bradley statistic (in addition to the first two moments for normal approximation provide) more accurate approximations for various combinations of parameters. For instance, four degree polynomially adjusted normal approximant is about 117 times more accurate than normal approximation with respect to the sum of the squared PMF difference.

국내외 문헌정보학분야 연구에서 추론통계 사용에 관한 연구 (A Study on the Use of Inferential Statistics in Library and Information Science Research)

  • 노정순
    • 한국문헌정보학회지
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    • 제40권1호
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    • pp.119-138
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    • 2006
  • 본 연구는 국내외 문헌정보학분야의 대표적인 10개 학술지에서 2001부터 2004까지 발표된 1,768편의 연구논문을 대상으로 통계사용을 비교하였고, 그 중 추론통계를 사용한 345편의 논문에서 사용된 추론통계기법을 국내외, 학술지 주제영역별, 논문의 연구주제별, 연구방법별, 저자의 전공별로 분석하였다. 2001년 이후 기술통계와 추론통계의 사용은 증가하였으나, 외국에 비하여 국내에서의 사용률은 유의하게 낮은 차이를 보였다. 추론통계를 사용한 345편의 논문은 국내외, 학술지 주제영역별, 연구주제별, 연구방법별, 저자의 전공별 차이가 있었다. 사용된 추론통계기법은 국내외 간에, 학술지 주제영역 간에 차이가 있었다. 전체적으로 다변량분석이 가장 많이 사용되었다. 추론통계를 사용하는데는 가설 설정에서부터 가설을 검정하고, 검정통계량과 유의확률을 제시하고, 모형의 적합성을 해석하는데 보다 주의깊은 논의가 필요한 것으로 분석되었다.