• Title/Summary/Keyword: Statistics technique

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A Stratified Randomized Response Technique (층화 확률화 응답 기법)

  • Ki Hak Hong;Jun Keun Yum;Hwa Young Lee
    • The Korean Journal of Applied Statistics
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    • v.7 no.1
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    • pp.141-147
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    • 1994
  • In the present paper an attempt has been made to develop a stratified ramdomized response technique when the respondents are selected using simple random sampling without replacement (SRSWOR) as well as simple random sampling with replacement (SRSWR). The conditions under which the proposed technique will be more efficient than the corresponding Warner's technique have been obtained.

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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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    • v.28 no.1
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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.

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

  • Choi, In-Cheol;Ahn, Tae-Ung;Yu, Soon-Ju;Chung, Hyen-Mi;Kwon, Oh-Sang;Kim, Won-Ky;Yeom, Ick-Tae;Son, Dae-Hee
    • Journal of Korean Society on Water Environment
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    • v.30 no.5
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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

  • Park, Hee-Chang;Myung, Ho-Min
    • Journal of the Korean Data and Information Science Society
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    • v.13 no.2
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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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    • v.14 no.3
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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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    • 2002.06a
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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
    • Journal of Korean Society for Quality Management
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    • v.21 no.1
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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
    • Proceedings of the IEEK Conference
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    • 2002.06d
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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
    • The Korean Journal of Applied Statistics
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    • v.24 no.6
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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.

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

  • Ro, Jung-Soon
    • Journal of the Korean Society for Library and Information Science
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    • v.40 no.1
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    • pp.119-138
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    • 2006
  • This Study analyzed the use of statistics in 1,768 research articles published in 2001-2004 in 4 korean & 6 English core journals in the field of library and information science. Korean journals made significantly less use of descriptive and inferential statistics. Of the 663 inferential statistics used in 345 of the 1768 articles, the most frequently used inferential technique was multivariate analysis. There was significant difference in inferential methods used in Korean & English journals, also in traditional library science journals and information science journals.