• 제목/요약/키워드: Posterior mode

검색결과 55건 처리시간 0.026초

Noninformative priors for linear function of parameters in the lognormal distribution

  • Lee, Woo Dong;Kim, Dal Ho;Kang, Sang Gil
    • Journal of the Korean Data and Information Science Society
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    • 제27권4호
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    • pp.1091-1100
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    • 2016
  • This paper considers the noninformative priors for the linear function of parameters in the lognormal distribution. The lognormal distribution is applied in the various areas, such as occupational health research, environmental science, monetary units, etc. The linear function of parameters in the lognormal distribution includes the expectation, median and mode of the lognormal distribution. Thus we derive the probability matching priors and the reference priors for the linear function of parameters. Then we reveal that the derived reference priors do not satisfy a first order matching criterion. Under the general priors including the derived noninformative priors, we check the proper condition of the posterior distribution. Some numerical study under the developed priors is performed and real examples are illustrated.

Simulation studies to compare bayesian wavelet shrinkage methods in aggregated functional data

  • Alex Rodrigo dos Santos Sousa
    • Communications for Statistical Applications and Methods
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    • 제30권3호
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    • pp.311-330
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    • 2023
  • The present work describes simulation studies to compare the performances in terms of averaged mean squared error of bayesian wavelet shrinkage methods in estimating component curves from aggregated functional data. Five bayesian methods available in the literature were considered to be compared in the studies: The shrinkage rule under logistic prior, shrinkage rule under beta prior, large posterior mode (LPM) method, amplitude-scale invariant Bayes estimator (ABE) and Bayesian adaptive multiresolution smoother (BAMS). The so called Donoho-Johnstone test functions, logit and SpaHet functions were considered as component functions and the scenarios were defined according to different values of sample size and signal to noise ratio in the datasets. It was observed that the signal to noise ratio of the data had impact on the performances of the methods. An application of the methodology and the results to the tecator dataset is also done.

실험적으로 전방이동시킨 가토의 악관절원판에 관한 연구 (EXPERIMENTAL STUDY ON THE ANTERIORLY DISPLACED TEMPOROMANDIBULAR JOINT MENISCUS IN RABBIT)

  • 최낙준;장영일
    • 대한치과교정학회지
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    • 제21권1호
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    • pp.53-76
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    • 1991
  • The study was designed to analyse the reorganization of the rabbit TMJ meniscus which was anteriorly displaced by surgery. The author compared the anteriorly displaced groups with control group. After surgical opening of the left rabbit TMJ space, cut the posterior attachment of the meniscus, and pushed it under the undercut area of the condyle head. Experimental groups were sacrificed by 1, 2, 4, 8 weeks after surgery. The samples were analysed with light microscope under T-B stain and electron microscope. The results were as follows: 1) The rabbit TMJ meniscus consisted of thick anterior and posterior band running different way, and comparative thin intermediate band runining antero-posteriorly. 2) Round oval shape chondrocyte-like cells were imbeded between the collagen fiber bundles and composed of proteoglycan granules, that showed metachromasia with toluidine blue, around the cell matrix. 3) Type II collagen fiber bundles in experimental group occured degenerative changes in organic patterns at 8 weeks, but those of type I collagen fiber bundles sustained longer, 4) The typical fibrocartilage of the rabbit TMJ meniscus was changed into fibrotic mode in process of time and showed the degenerative changes, which contained hyperplasia, calcification, resorption and hyalinization in the connective tissue. 5) The hyperplastic change of the synovial membrane in 4 week group and transitional change from fibrocyte to chondrocyte in cell type in 8 week group were observed. 6) The diameters of collagen fibers were diminished with the degenerative changes, the shape of the fibers became wavier and more nonorganic in running pattern and fiber bundle spaces widened.

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일반 순서 통계량을 이용한 소프트웨어 신뢰확률 중첩모형에 관한 베이지안 접근에 관한 연구 (A Study on Bayesian Approach of Software Stochastic Reliability Superposition Model using General Order Statistics)

  • 이병수;김희철;백수기;정관희;윤주용
    • 한국정보처리학회논문지
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    • 제6권8호
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    • pp.2060-2071
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    • 1999
  • 소프트웨어 시스템이 복잡해지면 고장의 원인이 하나의 강도함수에 의해서만 일어나지 않고 여러 원인이 중첩되어 발생할 수 있다. 이러한 복잡한 시스템에 의한 우도함수의 계산상의 어려움 때문에 반복표본을 이용하는 깁스 샘플링 기법이 고려되었다. 관찰된 고장시점은 중첩모형으로 표현이 가능한 잠재(latent)변수들을 이용하여 깁스 알고리즘을 적용하였다. 단순모형과 중첩모형의 비교를 위해 사후베이즈 요인과 상대오차의 합을 이용하여 모형선택을 시도하였다. 수치적인 예에서 GOS 속성을 가진 Goel-Okumoto 모형과 Weibull 모형을 선택하고 NHPP의 자료는 Lewis와 Shedler[25]에 의해 제시된 Thining 알고리즘을 이용하여 발생된 자료를 이용하고 사전분포는 상대적으로 확산분포(diffuse priors)를 이용한 모수추정과 사후베이즈요인과 상대오차를 이용한 모형선택을 한 결과 단순모형들 보다 중첩모형이 좋은 형으로 간주할 수 있음을 보여 주었다.

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복부 전후 방향 검사의 자동노출제어 사용 시 선량 비교 연구 (Comparison of Exposure Dose by Using AEC Mode of Abdomen AP Study in Radiography)

  • 김기원;권용락;서승원;권경태;오주영;손순룡;손진현;민정환
    • 대한방사선기술학회지:방사선기술과학
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    • 제38권3호
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    • pp.205-211
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    • 2015
  • 복부 전후 방향 검사 시 automatic exposure control (AEC) mode에서 조사시간을 제한하지 않고 검사를 하는 방법 (non-time limit, NTL) 과 조사시간을 제한하고 검사하는 방법 (time limit, TL)에 대해서 영상 품질 평가인 신호 대 잡음비 (signal to noise ratio, SNR), 대조도 대 잡음비 (contrast to ratio, CNR)를 측정하여 TL 방법과 NTL방법을 비교 평가하고자 하였다. 실험 기기는 XGEO GC 80 (Samsung, Korea), Unfors ThinX RAD (Unfors, Sweden), Rando Phantom (alderson research laboratories, USA)과 $5.5{\times}9{\times}0.1cm^3$ 크기의 차폐재를 사용하였으며, AEC mode에서 전리함 (ionization chamber)를 상단 2 개만 작동하도록 설정하고 관전압은 80 kVp로 설정하였다. TL 방법의 경우에는 조사시간을 51 msec로 제한하였으며, 전리함에 차폐재를 부착하지 않은 상태와 부착한 상태에서 NTL AEC mode와 TL AEC mode의 영상을 획득하였다. 또한 'Image J"를 이용하여 영상 평가방법인 SNR과 CNR로 평가하였다. 결론적으로 차폐재를 부착했을 때 NTL AEC mode가 다른 실험 방법보다 선량이 최대 130.7% 최소 80%까지 증가한 결과 값을 보였으며, TL AEC mode는 NTL AEC mode보다 mAs와 피폭선량에서 각 각 43.8%, 44.4% 감소한 값을 보였다. 통계적으로는 SNR과 CNR은 유의한 차이를 보이지 않았다($p{\geq}0.05$). 그러므로, 본 연구에서는 BMI 지수가 높은 환자나 수술 후 인체 내에 금속물질이 있는 환자를 검사할 경우에는 TL AEC mode가 유효한 검사법이라고 사료된다.

Overdenture 하에서 하악응력 및 의치의 변위에 관한 유한요소법적 분석 (FINITE ELEMENT ANALYSIS OF MANDIBULAR STRESSES AND DENTURE MOVEMENTS INDUCED BY OVERDENTURES)

  • 김정희;정재헌;조규종
    • 대한치과보철학회지
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    • 제28권1호
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    • pp.63-94
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    • 1990
  • The purpose of this study was to analyze the displacement and the magnitude and the mode of distribution of the stresses in the lower overdenture, the mucous membrane, the abutment tooth and the mandibular supporting bone when various denture base materials, such as acrylic resin and 0.5mm metal base, and various denture base designs were subjected to different loading schemes. For this study, the two-dimensional finite element method was used. Mandibular arch models, with only canine remaining, were fabricated. In the first denture base design, a space, approximately 1mm thick, was prepared between the denture and the dome abutment. In the second denture base design, contact between the denture and the dome abutment was eliminated except the contact of the occlusal third of the abutment. In order to represent the same physiological condition as the fixed areas of the mandible under loading schemes, the eight nodes which lie at the mandibular angle region, the coronoid process and the mandibular condyle were assumed to be fixed. Each model was loaded with a magnitude of 10 kgs on the first molar region(P1) and 7 kgs on the central incisal region (P2) in a vertical direction. Then the force of 10 kgs was applied distributively from the first premolar to the second molar of each model in a vertical direction(P3). The results were as follows. : 1. When the testing vertical loads were given to the selected points of the overdenture, the overdenture showed the rotatory phenomenon, as well as sinking and the displacements of alveolar ridge, abutment and lower border of mandible under the metal base overdenture were less than those under the acrylic resin overdenture. 2. The maximum principal stresses(the maximum tensile stresses) being considered, high tensile stresses occured at the buccal shelf area, the posterior region of the ridge crest and the anterior border region of the mandibular ramus. 3. The minimum principal stresses(the maximum compressive stresses) being considered, high compressive stresses occured at the inferior and posterior border region of the mandible, the mandibular angle and the posterior border region of the mandibular ramus. 4. The vertical load on the central incisal region(P2) produced higher equivalent stress in the mandible than that on any other region(P1, P3) because of the long lever arm distance from the fixed points to the loading point. 5. Higher equivalent stresses were distributed throughout the metal base overdenture than the resin base overdenture under the same loading condition. 6. The case of occlusal third contact of the abutment to the denture produced higher equivalent stresses in the abutment, the mandibular area around the abutment and the overdenture than the case of a 1mm space between the denture and the abutment. 7. Without regard to overdenture base materials and designs, the amounts and distribution patterns of equivalent stresses under the same loading condition were similar in the mucous membrane.

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투구된 공의 실시간 위치 자동추적 시스템 개발 (Development of Auto Tracking System for Baseball Pitching)

  • 이기청;배성제;신인식
    • 한국운동역학회지
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    • 제17권1호
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    • pp.81-90
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    • 2007
  • The effort identifying positioning information of the moving object in real time has been a issue not only in sport biomechanics but also other academic areas. In order to solve this issue, this study tried to track the movement of a pitched ball that might provide an easier prediction because of a clear focus and simple movement of the object. Machine learning has been leading the research of extracting information from continuous images such as object tracking. Though the rule-based methods in artificial intelligence prevailed for decades, it has evolved into the methods of statistical approach that finds the maximum a posterior location in the image. The development of machine learning, accompanied by the development of recording technology and computational power of computer, made it possible to extract the trajectory of pitched baseball from recorded images. We present a method of baseball tracking, based on object tracking methods in machine learning. We introduce three state-of-the-art researches regarding the object tracking and show how we can combine these researches to yield a novel engine that finds trajectory from continuous pitching images. The first research is about mean shift method which finds the mode of a supposed continuous distribution from a set of data. The second research is about the research that explains how we can find the mode and object region effectively when we are given the previous image's location of object and the region. The third is about the research of representing data into features that we can deal with. From those features, we can establish a distribution to generate a set of data for mean shift. In this paper, we combine three works to track baseball's location in the continuous image frames. From the information of locations from two sets of images, we can reconstruct the real 3-D trajectory of pitched ball. We show how this works in real pitching images.

Structural modal identification and MCMC-based model updating by a Bayesian approach

  • Zhang, F.L.;Yang, Y.P.;Ye, X.W.;Yang, J.H.;Han, B.K.
    • Smart Structures and Systems
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    • 제24권5호
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    • pp.631-639
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    • 2019
  • Finite element analysis is one of the important methods to study the structural performance. Due to the simplification, discretization and error of structural parameters, numerical model errors always exist. Besides, structural characteristics may also change because of material aging, structural damage, etc., making the initial finite element model cannot simulate the operational response of the structure accurately. Based on Bayesian methods, the initial model can be updated to obtain a more accurate numerical model. This paper presents the work on the field test, modal identification and model updating of a Chinese reinforced concrete pagoda. Based on the ambient vibration test, the acceleration response of the structure under operational environment was collected. The first six translational modes of the structure were identified by the enhanced frequency domain decomposition method. The initial finite element model of the pagoda was established, and the elastic modulus of columns, beams and slabs were selected as model parameters to be updated. Assuming the error between the measured mode and the calculated one follows a Gaussian distribution, the posterior probability density function (PDF) of the parameter to be updated is obtained and the uncertainty is quantitatively evaluated based on the Bayesian statistical theory and the Metropolis-Hastings algorithm, and then the optimal values of model parameters can be obtained. The results show that the difference between the calculated frequency of the finite element model and the measured one is reduced, and the modal correlation of the mode shape is improved. The updated numerical model can be used to evaluate the safety of the structure as a benchmark model for structural health monitoring (SHM).

하악골 과두골절의 처치 (TREATMENT OF CONDYLAR FRACTURE)

  • 조병욱;이용찬;김태영;남종훈
    • Maxillofacial Plastic and Reconstructive Surgery
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    • 제11권1호
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    • pp.93-100
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    • 1989
  • This is a report of comparison of condyle fracture treatment by functional treatment and surgical treatment. In cases of functional therapy, mode of action of Activator that we used; By fulcrum of posterior teeth, the mandibular elevators of the opposite side cause the gap in the dental arches to be reduced, while the mandible performs a rotational movement about the fulcrum during which the fracture surface of the large fragment moves downward. Condylar fractures are often seen in association with fractures of other regions of the mandible. In our department, such cases were treated by miniplate and intramaxillary fixation. Surgical treatment of fractures of the mandible condylar were treated by intraoral approach. The result were drawn as follows : 1. Lateral displacement of condyle ; functional therapy with activator. 2. Compound fracture ; miniplate osteosynthesis and physiotherapy. 3. Anteriormedially displacement ; surgical treatment.

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Evaluation and Management of Antenatal Hydronephrosis

  • Hong, Young Kwon;Lee, Jun Ho
    • Childhood Kidney Diseases
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    • 제19권1호
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    • pp.8-13
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    • 2015
  • Antenatal hydronephrosis (ANH) is one of the most common abnormal findings detected on prenatal ultrasound (US), and it has been reported in 1-5% of all pregnancies. The likelihood of significant postnatal pathologic abnormality in the urinary tract correlates with the degree of anterior-posterior diameter (APD) according to the gestational age. Detection of urologic anomalies prenatally permits fetal interventions that avoid complications in rare cases of bladder outlet obstruction with oligohydramnios even though their final benefits still remain controversial. There is no clear consensus on the extent and mode of postnatal imaging after a diagnosis of ANH. US is the mainstay of the postnatal evaluation and helps guide further testing with voiding cystourethrography (VCUG) and diuretic renography. Although most algorithms continue to recommend generous VCUG for identification of lower urinary tract anomalies, VCUG may be safely reserved for high grade ANH cases or any grade of ANH with dilated distal ureter without increasing the risk of urinary tract infection (UTI). There are conflicting studies about efficacy of postnatal prophylactic antibiotics. It still seems reasonable to consider use of a prophylactic antibiotic to prevent infant UTIs in high-risk populations, such as females and uncircumcised males with high grades of hydronephrosis, hydroureteronephrosis, or vesicouretral reflux.