• 제목/요약/키워드: Non-Parametric Research

검색결과 288건 처리시간 0.032초

오프셋 위상변조 방식을 이용한 수중에서의 파라메트릭 음향 무선통신 (Underwater Acoustic wireless Communication using offset PSK)

  • 김갑수;임용곤
    • 한국정보통신학회:학술대회논문집
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    • 한국해양정보통신학회 2008년도 추계종합학술대회 B
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    • pp.231-234
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    • 2008
  • 본 논문에서는 음향의 비선형 채널에 적합한 새로운 수중 무선 동신 시스템을 제안하였다. 일반적으로 음향의 비선형 채널에서의 통신은 두 음파의 차의 주파수를 가지는 음파에 대한 파라메트릭 효과를 이용한 통신을 한다. 이러한 동신기법에서는 위상변조를 이용한 통신의 구현은 쉽지 않았다. 본 논문에서 제안된 시스템에서는 위상변조 후 오프셋을 주어 통신하는 비선형 채널에 적합한 통신 방식을 제안하였고 시뮬레이션을 통하여 그 타당성을 입증하였다.

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A PERMUTATION APPROACH TO THE BEHRENS-FISHER PROBLEM

  • Proschan, Michael-A.;, Dean-A.
    • Journal of the Korean Statistical Society
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    • 제33권1호
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    • pp.79-97
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    • 2004
  • We propose a permutation approach to the classic Behrens-Fisher problem of comparing two means in the presence of unequal variances. It is motivated by the observation that a paired test is valid whether or not the variances are equal. Rather than using a single arbitrary pairing of the data, we average over all possible pairings. We do this in both a parametric and nonparametric setting. When the sample sizes are equal, the parametric version is equivalent to referral of the unpaired t-statistic to a t-table with half the usual degrees of freedom. The derivation provides an interesting representation of the unpaired t-statistic in terms of all possible pairwise t-statistics. The nonparametric version uses the same idea of considering all different pairings of data from the two groups, but applies it to a permutation test setting. Each pairing gives rise to a permutation distribution obtained by relabeling treatment and control within pairs. The totality of different mean differences across all possible pairings and relabelings forms the null distribution upon which the p-value is based. The conservatism of this procedure diminishes as the disparity in variances increases, disappearing completely when the ratio of the smaller to larger variance approaches 0. The nonparametric procedure behaves increasingly like a paired t-test as the sample sizes increase.

파라메트릭 기법을 고속 단동선의 NURBS 모델링 (Construction of NURBS Model for Preliminary High-Speed Monohull Design Based on Parametric Approach)

  • 남종호
    • 한국해양공학회지
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    • 제20권3호
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    • pp.82-87
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    • 2006
  • An approach to model a high-speed monohull vessel is introduced. The high-speed monohull form belonging to the category of multihull is drawing new attention, due to the rapidly growing trend of fast passenger ships and military purpose. Multihull forms are much thinner in their overall shape, compared to those of the conventional commercial vessels. Moreover, the parent hull forms are not readily obtainable when a new design is intended, which makes it hard to perform various technical calculations in terms of hull optimization, hydrodynamic computation, structural design, and so forth. In this paper, a parametric technique is used to design a high-speed hull form. To model a hull form, NURBS (Non Uniform Rational B-Spline) representation is used. The goal of research is to provide a fast and convenient tool to design an initial hull form with fewer parameters available in the early design stage. The technique employed in this paper will be applied to the design of multihull forms, such as catamaran, trimaran, and semi-swath.

Environmental Risk Assessment of Watermelon Grafted onto Transgenic Rootstock Resistant to Cucumber Green Mottle Mosaic Virus (CGMMV) on Non-Target Insects in Conventional Agro-Ecosystem

  • Yi, Hoon-Bok;Park, Ji-Eun;Kwon, Min-Chul;Park, Sang-Kyu;Kim, Chang-Gi;Jeong, Soon-Chun;Yoon, Won-Kee;Park, Sang-Mi;Han, Sang-Lyul;Harn, Chee-Hark;Kim, Hwan-Mook
    • Journal of Ecology and Environment
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    • 제29권4호
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    • pp.323-330
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    • 2006
  • We investigated the impact of watermelon grafted onto Cucumber Green Mottle Mosaic Virus (CGMMV)-resistant transgenic watermelon rootstock on insects as non-target organisms in a greenhouse in 2005. We quantitatively collected insect assemblages living on leaves and flowers, and we used sticky traps to collect alate insects. We compared the patterns of insect assemblages and community composition, cotton aphid (Aphis gossypii Glover) on watermelon leaves and western flower thrip (Frankliniella occidentalis Trybom) on watermelon male flowers, between CGMMV-resistant transgenic watermelon (TR) and non-transgenic watermelon (nTR). Non-parametric multidimensional scaling (NMS) ordination verified that insect assemblages on leaves and sticky traps were different between TR and nTR (P<0.05). The insect assemblages on male flowers were not statistically significant. Multi-response permutation procedures proofed our results from NMS results (P>0.05). Conclusively, TR watermelons appear to have some adverse effects on the population of cotton aphids on leaves and sticky traps, but watermelon male flowers do not show an adverse effect. Further research is required to assess the effect of TR on the aphid and western flower thrip. Life table experiments might support the specific reason for the adverse effects from leaf assemblages. Assessment of non-target impacts is an essential part of the risk assessment of non-target insects for the impact of transgenic organisms.

문화기술(CT) 분야 국가연구과제 특성에 따른 R&D 효율성 분석 (Analysis of R&D Efficiency according to the Characteristics of National Research Projects in Culture Technology Sector)

  • 윤상필;손호성
    • 한국콘텐츠학회논문지
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    • 제22권5호
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    • pp.383-392
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    • 2022
  • 문화기술은 메타버스와 같이 타 산업과의 융·복합화를 통해 새로운 가치 창출에 기여하고 있다. 정부도 문화콘텐츠산업의 경쟁력 확보를 위해 해당 분야의 연구개발에 적극적으로 투자하고 있다. 이에 본 연구에서는 국가연구개발 과제 중 문화기술의 R&D 효율성을 과제 특성별로 비교 분석하였다. 이를 위해 2016-2019년에 수행된 968개 국가연구개발 과제를 대상으로 자료포락분석과 비모수 검정을 하였다. 분석 결과 기술 분류별로는 문화유산, 문화콘텐츠, 생활문화 순으로 R&D 효율성이 높았다. 연구수행 주체별로는 대학, 민간기업, 공공 연구기관 순으로 R&D 효율성이 높았다. 또한, 타 기관과 협력한 경우 협력하지 않은 경우보다 R&D 효율성이 낮았다. 지역별로는 서울 지역에서 수행된 과제가 타 지역의 과제보다 R&D 효율성이 높았다. 즉, 문화기술분야의 국가연구개발 과제 특성에 따라 R&D 효율성 차이가 존재함을 확인하였다. 이는 문화기술에 대한 국가연구개발 과제를 기획할 때 이러한 특성을 고려하여 전략적으로 추진해야 함을 시사한다.

정보검색 연구의 방법론에 관한 고찰 (Methodological Problems in Information Retrieval Research)

  • 이명희
    • 한국비블리아학회지
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    • 제7권1호
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    • pp.231-246
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    • 1994
  • A major problem for information retrieval research in the past three decades has been methodology, even though some progress has been made in obtaining useful results from methodologically sound experiments. Within a methodology, potential problems include artificial data generated by the researcher, small sample size interpretation of findings. Critics have pointed out that some room exists for improving methodology of information retrieval research; using existing data, having big enough sample size, including large numbers of search queries, introducing more control in relation to variables, utilizing more appropriate performance measures, conducting rests carefully and evaluating findings properly. Relevance judgments depend entirely on the perception of the user and on the situation of the moment. In an experiment, the best judge of relevance is a user with a well defined information need. Normally more than two categories for relevance judgments are desirable becase there are degrees of relevance. In experimental design, careful control of variables is meeded for internal validity. When no single database exists for comparison, existing operational databases should be used cautiously, Careful control for the variations of search queries, inter-searcher sonsistency, intra-searcher consistency and search strategies is necessary. Parametric statistics requiring rigid assumptions are not appropriate in information retrieval research and non-parametric statistics requiring few assumptions are necessary. Particularly, the sign test and the Wilcoxon test are good alternatives.

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A methodology for remaining life prediction of concrete structural components accounting for tension softening effect

  • Murthy, A. Rama Chandra;Palani, G.S.;Iyer, Nagesh R.;Gopinath, Smitha
    • Computers and Concrete
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    • 제5권3호
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    • pp.261-277
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    • 2008
  • This paper presents methodologies for remaining life prediction of plain concrete structural components considering tension softening effect. Non-linear fracture mechanics principles (NLFM) have been used for crack growth analysis and remaining life prediction. Various tension softening models such as linear, bi-linear, tri-linear, exponential and power curve have been presented with appropriate expressions. A methodology to account for tension softening effects in the computation of SIF and remaining life prediction of concrete structural components has been presented. The tension softening effects has been represented by using any one of the models mentioned above. Numerical studies have been conducted on three point bending concrete structural component under constant amplitude loading. Remaining life has been predicted for different loading cases and for various tension softening models. The predicted values have been compared with the corresponding experimental observations. It is observed that the predicted life using bi-linear model and power curve model is in close agreement with the experimental values. Parametric studies on remaining life prediction have also been conducted by using modified bilinear model. A suitable value for constant of modified bilinear model is suggested based on parametric studies.

임계값 붓스트랩을 사용한 입력 시나리오의 생성 (Generation of Simulation Input Data Using Threshold Bootstrap)

  • 김윤배;김재범;고종석
    • 한국경영과학회:학술대회논문집
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    • 한국경영과학회/대한산업공학회 2003년도 춘계공동학술대회
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    • pp.1179-1185
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    • 2003
  • 시뮬레이션 상의 입력모델에 대한 기존의 연구는 과거의 자료를 바탕으로 선형의 모수적인 (parametric) 모형을 개발하는데 초점을 두고 있다. 그러나 이 경우에는 입력이 매우 복잡한 형태를 가지면 모수적인 모형을 잦는 것이 불가능해지므로 비모수적인(non-parametric) 접근방법이 절실한 실정이다 예로 인터넷 트래픽 모델의 시뮬레이션 수행시 입력으로 제공되는 단위 시간당 요구되는 웹 페이지의 수 같은 경우 데이터들 간데 종속관계가 매우 심하고 복잡하여 모수적 모형을 세우는데 어려움이 있다. 이러한 시스템들을 시뮬레이션 방법으로 분석 하고자 할 때, 기존의 trace-driven 시뮬레이션 방법이나 모수적 모형을 찾아 다수의 사실적인 시뮬레이션 입력 자료를 확보하는 것은 현실적으로 어려움이 있다. 따라서. 비모수적인 방법으로 다수의 사실적인 시뮬레이션 입력 자료를 생성하는 것이 필요하다. 이러한 비모수적인 방법에 대한 평가기준 설정은 시뮬레이션 상의 입력 모델에 대한 타당성을 제시한다는 점에서 또한 매우 중요하다. 본 논문에서는 붓트스트 랩의 방법중의 하나인 임계값 붓트스트랩을 이용하여 시뮬레이션 입력 자료 생성 방법을 개발하였고 Turing test를 통해 붓스트랩으로 생성산 입력 시나리오를 검증하였다.

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보증데이터 분석방법과 적용에 관한 연구 (On the Analysis Method and its Application of Warranty Data)

  • 김종걸;김혜미;윤혜선
    • 대한안전경영과학회:학술대회논문집
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    • 대한안전경영과학회 2012년 춘계학술대회
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    • pp.525-534
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    • 2012
  • The issue is all about the study of warranty data collection and the analysis method to get a reasonable information of the products and improve reliability. In this paper, we consider the classification of warranty data analyses into a parametric and non-parametric analysis and method to get a reasonable information of the products. Also, it is considered the research trend by grouping the relationship among the studies. This study would be used to find the effective application and the condition of warranty data analysis.

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Diabetes is an Important Risk Factor for Metastasis in Non-Muscle-Invasive Bladder Cancer

  • Ozer, Kutan;Horsanali, Mustafa Ozan;Gorgel, Sacit Nuri;Ozbek, Emin
    • Asian Pacific Journal of Cancer Prevention
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    • 제17권1호
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    • pp.105-108
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    • 2016
  • Background: Epidemiological evidence indicates that individuals with diabetes mellitus (DM) may have a modestly increased risk of bladder cancer. In the present study, we aimed to show any association between DM and risk of metastasis in patients with non-muscle-invasive bladder cancer (NMIBC). Materials and Methods: We retrospectively analyzed 698 patients between January 2007 and December 2014 who were diagnosed with and underwent transurethral resection of bladder tumors (TUR-BT). Comparisons of means was conducted by independent samples t test, and relations between categorical variables were investigated by non-parametric chi-square test. A p value of 0.05 was accepted as statistically significant in comparisons. Results: We analyzed 418 patients with non muscle invasive bladder cancer. 123 of whom were diabetic and 295 non-diabetic. In diabetic patients, 13 were N1 stage and 11 M1 stage. When compared with non diabetic patients that was statistically significant (p<0.001). TNM stages were more advanced in diabetic patients (p<0.001), but concurrent CIS (p=0.1) and squamous metaplasia did not significantly differ between diabetic and non-diabetic cases (p=1). Conclusions: Diabetic patients with non-muscle-invasive bladder cancer may suffer metastases earlier than expected although they are non invasive. Therefore such patients must be followed-up carefully and early cystectomy decision may be necessary. Further prospective studies with more patients are needed to confirm these findings.