• 제목/요약/키워드: Tests and Confidence Intervals

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Parameter Estimation in a Complex Non-Stationary and Nonlinear Diffusion Process

  • So, Beong-Soo
    • Journal of the Korean Statistical Society
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    • 제29권4호
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    • pp.489-499
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    • 2000
  • We propose a new instrumental variable estimator of the complex parameter of a class of univariate complex-valued diffusion processes defined by the possibly non-stationary and/or nonlinear stochastic differential equations. On the basis of the exact finite sample distribution of the pivotal quantity, we construct the exact confidence intervals and the exact tests for the parameter. Monte-Carlo simulation suggests that the new estimator seems to provide a viable alternative to the maximum likelihood estimator (MLE) for nonlinear and/or non-stationary processes.

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On Testing Fisher's Linear Discriminant Function When Covariance Matrices Are Unequal

  • Kim, Hea-Jung
    • Journal of the Korean Statistical Society
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    • 제22권2호
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    • pp.325-337
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    • 1993
  • This paper propose two test statistics which enable us to proceed the variable selection in Fisher's linear discriminant function for the case of heterogeneous discrimination with equal training sample size. Simultaneous confidence intervals associated with the test are also given. These are exact and approximate results. The latter is based upon an approximation of a linear sum of Wishart distributions with unequal scale matrices. Using simulated sampling experiments, powers of the two tests have been tabulated, and power comparisons have been made between them.

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고혈압·당뇨병 환자의 혈압·혈당 조절에 미치는 의원 기반 만성질환관리사업의 효과 (Effects of Chronic Disease Management Based on Clinics for Blood Pressure or Glycemic Control in Patients with Hypertension or Type 2 Diabetes Mellitus)

  • 정원;임준;오대규;임정수;고광필;김윤미
    • 농촌의학ㆍ지역보건
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    • 제38권2호
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    • pp.108-115
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    • 2013
  • 본 연구는 인천시 만성질환관리사업을 통해 고혈압, 당뇨병 환자의 혈압 및 혈당이 조절되었는지를 평가하고자 수행하였다. 2010년 1년 간 참여의원에 등록한 11,501명을 대상으로 인천시 사업의 일환으로 진행된 교육과 필수검사에 따라 혈압과 혈당이 조절되었는지를 1년간의 추적관찰을 통해 분석하였다. 연구 결과 고혈압의 경우 등록 시점에서 혈압 조절이 안 된 군은 1년 후 교육이 혈압조절에 효과가 있는 반면, 등록 시점에서 혈압조절이 잘 된 군은 1년 후 필수검사가 혈압 조절에 효과가 있는 것으로 나타났다. 반면, 당뇨병 환자의 혈당 조절과 교육 및 필수검사와의 관련성은 확인하지 못하였다. 본 연구결과를 통해 향후 고혈압 환자의 효과적인 만성질환 관리를 위해서는 교육과 필수검사의 활성화가 중요하며 이를 위한 적극적인 노력이 필요할 것으로 생각된다.

New Family of the Exponential Distributions for Modeling Skewed Semicircular Data

  • Kim, Hyoung-Moon
    • 응용통계연구
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    • 제22권1호
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    • pp.205-220
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    • 2009
  • For modeling skewed semicircular data, we derive new family of the exponential distributions. We extend it to the l-axial exponential distribution by a transformation for modeling any arc of arbitrary length. It is straightforward to generate samples from the f-axial exponential distribution. Asymptotic result reveals two things. The first is that linear exponential distribution can be used to approximate the l-axial exponential distribution. The second is that the l-axial exponential distribution has the asymptotic memoryless property though it doesn't have strict memoryless property. Some trigonometric moments are also derived in closed forms. Maximum likelihood estimation is adopted to estimate model parameters. Some hypotheses tests and confidence intervals are also developed. The Kolmogorov-Smirnov test is adopted for goodness of fit test of the l-axial exponential distribution. We finally obtain a bivariate version of two kinds of the l-axial exponential distributions.

구치용 도재소부금관과 전부도재관에 파절을 일으키는 한국음식에 관한 연구 (A comparative study on the correlation between Korean foods and the fractures of PFG and all ceramic crowns for posterior applications)

  • 김정호;이재봉
    • 대한치과보철학회지
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    • 제47권2호
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    • pp.156-163
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    • 2009
  • 연구목적: 4종 구치용도재관(Full-porcelain-occlusal-surfaced PFG, Half-porcelain-occlusal-surfaced PFG, Empress 2, Ice Zirkon)과 선별된 한국음식의 fracture load와 dynamic cyclic load를 측정하여 구치용 도재관에 파절을 일으킬 가능성이 있는 한국음식을 선별하는데 있다. 연구재료 및 방법: 4종의 각 porcelain 보철물 system 당 15개의 축대칭을 이루는 crown을 제작했다. 이때 occlusal reduction은 1.5-2.0 mm로 했다(중심부 1.5 mm, 교두부 2.0 mm). 각 15개의 시편의 교합면 중앙부에 직경 5 mm의 stainless steel ball을 위치시킨 후 Instron 4465 universal testing machine(Instron, Norwood, MA USA)을 이용하여 5 mm/min의 crosshead speed로 수직 부하를 주어 파절을 일으키는 최대 부하(N)를 기록했다. 이후, 한국음식 중 삶은 게, 닭(뼈포함), 소갈비(뼈포함), 마른 오징어, 건멸치, 사탕, 호두껍질을 표본으로 설정하고 이들을 파절시키는 최대 부하(N)를 universal testing machine(Instron 4465) 에서 측정하여 기록했다. 각 항목당 15번을 측정했다. 음식물을 파절시킬 때 필요한 최대부하와 각 보철물의 파절저항을 비교하여 한국의 식습관과 도재를 이용한 보철물 파절의 상관관계를 조사하였다. fracture loads는 analysis of variance 와 Post Hoc tests를 이용해서 분석하였다($\alpha$=0.05). 차후에 위에서 얻은 결과를 바탕으로 Hydraulic Dynamic Fatigue Testing Machine(858 Bionix II, MTS systems, Eden Prairie, MN USA)를 이용하여 4종의 각 porcelain 보철물 system당 5개의 crown에 14Hz Cyclic Load를 가하여 crown에 파절을 일으키는 masticatory cycle수를 알아 보았다. Load 수치는 41.0 N(건멸치 파절강도), 169.0 N(마른오징어 파절강도), 382.9 N(닭뼈 파절강도), 2224.8 N(사탕 파절강도)로 설정하였다. 결과: 95% confidence intervals for mean fracture load는 2599.3-2809.1 N(완전도재교합면 PFG), 3689.4-3819.9 N(반도재교합면 PFG), 1501.2-1867.9 N(Ice Zirkon), 803.2-1188.5 N(Empress 2)로 나왔고 95% confidence intervals for dynamic cyclic load on fracture는 instron 상에서 도재보철물에 파절을 일으키지 않은 load인 2224.8 N(사탕 파절강도)와 382.9 N(닭뼈 파절강도)로 실험했을 때, 2224.8 N에서 4796.8-9321.2 cycles(완전도재교합면 PFG), 2224.8 N에서 881705.1-1143565.7 cycles(반도재교합면 PFG), 382.9 N에서 979993.0-1145773.4 cycles(Ice Zirkon), 382.9 N에서 564.1-954.7 cycles(Empress 2)로 나왔다. 결론: 통계학적으로 유의할 만한 차이가 그룹들 간 fracture load에서 나타났다. 한국음식물 중 소갈비(뼈포함)와 사탕(자두맛캔디)은 구치용 도재보철물을 파절시킬 가능성이 있는 음식물로 밝혀졌다. 단일수직부하에서는 파절이 생기지 않는 경우라 할지라도 dynamic cyclic load를 줄 경우 일정 주기 후에 파절이 생기는 결과를 얻을 수 있었다.

A Forecast Model for the First Occurrence of Phytophthora Blight on Chili Pepper after Overwintering

  • Do, Ki-Seok;Kang, Wee-Soo;Park, Eun-Woo
    • The Plant Pathology Journal
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    • 제28권2호
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    • pp.172-184
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    • 2012
  • An infection risk model for Phytophthora blight on chili pepper was developed to estimate the first date of disease occurrence in the field. The model consisted of three parts including estimation of zoosporangium formation, soil water content, and amount of active inoculum in soil. Daily weather data on air temperature, relative humidity and rainfall, and the soil texture data of local areas were used to estimate infection risk level that was quantified as the accumulated amount of active inoculum during the prior three days. Based on the analysis on 190 sets of weather and disease data, it was found that the threshold infection risk of 224 could be an appropriate criterion for determining the primary infection date. The 95% confidence interval for the difference between the estimated date of primary infection and the observed date of first disease occurrence was $8{\pm}3$ days. In the model validation tests, the observed dates of first disease occurrence were within the 95% confidence intervals of the estimated dates in the five out of six cases. The sensitivity analyses suggested that the model was more responsive to temperature and soil texture than relative humidity, rainfall, and transplanting date. The infection risk model could be implemented in practice to control Phytophthora blight in chili pepper fields.

Association between pesticide and polychlorinated biphenyl exposure during pregnancy and autism spectrum disorder among children: a meta-analysis

  • Mehri, Fereshteh;Bashirian, Saeid;Khazaei, Salman;Jenabi, Ensiyeh
    • Clinical and Experimental Pediatrics
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    • 제64권6호
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    • pp.286-292
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    • 2021
  • Background: The effect of exposure to environmental factors on autism spectrum disorders (ASD), especially during pregnancy, is unclear. Purpose: This meta-analysis investigated the association between exposure to pesticides and polychlorinated biphenyls (PCBs) during pregnancy and ASD risk among children. Methods: We searched Scopus, PubMed, Web of Science, and ProQuest for articles published through September 2019. Random-effects models were used to examine the association among studies using pooled odds ratios (ORs) and their 95% confidence intervals (CI). I2 tests were used to measure interstudy heterogeneity. Results: The pooled OR indicated a significant association between PCB and pesticide exposure during pregnancy and ASD risk among children (OR, 1.80; 95% CI, 1.26-2.34; and OR, 1.20; 95% CI, 1.02-1.39), respectively. Conclusion: Findings of the present study indicate that exposure to pesticides and PCBs during pregnancy may affect the risk of ASD among children.

Bootstrapping and DNA Marker Mining of ILSTS098 Microsatellite Locus in Hanwoo Chromosome 2

  • Lee, Jea-Young;Kwon, Jae-Chul
    • Communications for Statistical Applications and Methods
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    • 제13권3호
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    • pp.525-535
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    • 2006
  • We describe tests for detecting and locating quantitative traits loci (QTL) for traits in Hanwoo. Lod scores and a permutation test have been described. From results of a permutation test to detect QTL, we select major DNA markers of ILSTS098 microsatellite locus in Hanwoo chromosome 2 for further analysis. K-means clustering analysis applied to four traits and eight DNA markers in ILSTS098 resulted in three cluster groups. We conclude that the major DNA markers of BMS1167 microsatellite locus in Hanwoo chromosome 2 are markers 105bp, 113bp and 115bp. Finally, bootstrap testing method has been adapted to calculate confidence intervals and for finding major DNA Markers.

로그변환 모델에 따른 생물학적 동등성 판정 연구 (Analysis of Bioequivalence Study using a Log-transformed Model)

  • 이영주;김윤균;이명걸;정석재;이민화;심창구
    • 약학회지
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    • 제44권4호
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    • pp.308-314
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    • 2000
  • Logarithmic transformation of pharmacokinetic parameters is routinely used in bioequivalence studies based on pharmacokinetic and statistical grounds by the United States Food and Drug Administration (FDA), European Committee for Proprietary Medicinal Products (CPMP), and Japanese National Institute of Health and Science (NIHS). Although it has not yet been recommended by the Korea Food and Drug Administration (KFDA), its use is becoming increasingly necessary in order to harmonize with international standards. In the present study, statistical procedures for the analysis of a bioequivalence based on the log transformation and a related SAS procedure were demonstrated in order to aid the understanding and application. The AUC parameters used in this demonstration were taken from the previous bioequivalence study for two aceclofenac tablets, which were performed in a single-dose crossover design. Analysis of variance (ANOVA), statistical power to detect 20% difference between the tablets, minimum detectable difference and confidence intervals were all assessed following log-transformation of the data. Bioequivalence of two aceclofenac tablets was then estimated based on the guideline of FDA. Considering the international effort for harmaonization of guidelines for bioequivalence tests, this approach may require a further evaluation for a future adaptation in the Korea Guidelines of Bioequivalence Tests (KGBT).

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A Projected Exponential Family for Modeling Semicircular Data

  • Kim, Hyoung-Moon
    • 응용통계연구
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    • 제23권6호
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    • pp.1125-1145
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    • 2010
  • For modeling(skewed) semicircular data, we derive a new exponential family of distributions. We extend it to the l-axial exponential family of distributions by a projection for modeling any arc of arbitrary length. It is straightforward to generate samples from the l-axial exponential family of distributions. Asymptotic result reveals that the linear exponential family of distributions can be used to approximate the l-axial exponential family of distributions. Some trigonometric moments are also derived in closed forms. The maximum likelihood estimation is adopted to estimate model parameters. Some hypotheses tests and confidence intervals are also developed. The Kolmogorov-Smirnov test is adopted for a goodness of t test of the l-axial exponential family of distributions. Samples of orientations are used to demonstrate the proposed model.