نتایج جستجو برای: میانگین گیری مدل بیزینی bma
تعداد نتایج: 319991 فیلتر نتایج به سال:
The extraction of the moving foreground from a stationary background from a general video sequence has various applications such as compression of videos and also in the cinematographic effects. For this foreground extraction the main algorithm used is the Block Matching Algorithm (BMA) which is the motion estimation algorithm employed in the MPEG compression standards. The noise is estimated f...
Bayesian Model Averaging (BMA) is well known for improving predictive accuracy by averaging inferences over all models in the model space. However, Markov chain Monte Carlo (MCMC) sampling, as the standard implementation for BMA, encounters difficulties in even relatively simple model spaces. We introduce a minimum message length (MML) coupled MCMC methodology, which not only addresses these di...
We deal with the arbitrariness in the choice of the prior over the models in Bayesian model averaging (BMA), by modelling prior knowledge by a set of priors (i.e., a prior credal set). We consider Dash and Cooper’s BMA applied to naive Bayesian networks, replacing the single prior over the naive models by a credal set; this models a condition close to prior ignorance about the models, which lea...
Abstract The widely recommended procedure of Bayesian model averaging is flawed in the M-open setting in which the true data-generating process is not one of the candidate models being fit. We take the idea of stacking from the point estimation literature and generalize to the combination of predictive distributions, extending the utility function to any proper scoring rule, using Pareto smooth...
The topic of my dissertation research is Bayesian methods in the social sciences. There will be several parts to the dissertation. One part, the focus of this proposal, is a novel method called tuned Bayesian model averaging (tBMA) that modifies Bayesian model averaging (BMA) by using the data to inform the prior specification. BMA is a tool that accounts for model uncertainty in typical regres...
Chilling stress is an important constraint for maize seed establishment in the field. In this study, a type of "on-off" thermoresponsive coating agent containing poly (N-isopropylacrylamide-co-butylmethacrylate) (Abbr. P(NIPAm-co-BMA)) hydrogel was developed to improve the chilling tolerance of coated maize seed. The P(NIPAm-co-BMA) hydrogel was synthesized by free-radical polymerization of N-i...
Accurate estimation of the satellite-based global terrestrial latent heat flux (LE) at high spatial and temporal scales remains a major challenge. In this study, we introduce a Bayesian model averaging (BMA) method to improve satellite-based global terrestrial LE estimation by merging five process-based algorithms. These are the Moderate Resolution Imaging Spectroradiometer (MODIS) LE product a...
نگهداری و تعمیرات نقش مهمی در حفظ قابلیت اطمینان، در دسترس بودن، کیفیت تولیدات، کاهش ریسک، افزایش بازدهی و امنیت تجهیزات را بر عهده دارد. به دلیل برخی مشکلات فنی و هزینه ای ممکن است سازمان ها نتوانند برای کلیه تجهیزات سازمان سیاست نگهداری و تعمیرات مناسب را برگزینند، بنابراین لازم است روشی برای تعیین سیاست نگهداری و تعمیرات مناسب و منطبق با شرایط فعالیت ها و تجهیزات به کار گرفته شود. هدف اصلی پ...
سابقه و هدف: آب هوای یک منطقه در دوره بلندمدت را اقلیم گویند. شناسایی طبقه‌بندی اقلیمی از دیرباز مورد توجه متخصصان هواشناسی بوده است. محققان با به کارگیری روش های مختلف استفاده متغیرهای همچون بارش دما، زمین مناطق همگن طبقه بندی کرده‌اند نتایج پهنه‌بندی ارزیابی کمبود منابع مقیاس های کوچک بزرگ منظور پیش‌بینی اقدامات عملی برای کنترل خشکی آسیب‌پذیر به‌کار برده‌اند. هدف این تحقیق به‌‌روزرسانی تحل...
Infection with filarial parasites is associated with T cell hyporesponsiveness, which is thought to be partly mediated by their ability to induce regulatory T cells (Tregs) during human infections. This study investigates the functional capacity of Tregs from different groups of filarial patients to suppress filaria-specific immune responses during human filariasis. Microfilaremic (MF), chronic...
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