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- 要約等... on S4 classes and methods which ......del selection, and so on. YUIMA a......for simulation and inference of several cla......stic processes and then presents ......on experiments and applications t......sed in physics and more recently ......ely downloaded and this companion......ns both theory and code with step......-step examples and figures Uses Y...... literature of inference for stochastic......cs, Management and Quantitative M......al environment and now member of ......erests include inference for stochastic......istics, causal inference, text mining, and sentiment anal......al statistics, and financial data analysis. He w...
- 内容細目...ata Generation and Estimation by yuima Package; ...
- 件名...cs. Statistics and Computing/Stat......s. Probability and Statistics in ......ability Theory and Stochastic Processes.
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- 要約等...cess of Abadir and Magnus' Matrix......een elementary and specialized st......dir, Heijmans, and Magnus freely ......e of the book (and indeed the ser......arn, practice, and teach econometrics? These que...
- 内容細目...I. Probability and Distribution T......obability; 2. Random variables, p...... distributions and densities; 3. Expectations and their generati...... distributions and densities; 6. ......g, dependence, and joint moments;...... Functions of random variables; 8......variate normal and functions ther......II. Estimation and Inference: 9. Sample statistics and their distribu......, information, and maximum likelihood estimation...
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- 要約等...nconventional random quantities, and on phenomena such as random partitioning......ibution theory and the lively int...... distributions and the normal distribution, and the distributi......[s]-specified random permutations......atrix argument and the characterization of the J...
- 内容細目Gibbs Base Random Partitions Asymptotic and approximate di......[s]-specified Random Permutation ...... to Likelihood Inference
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- 要約等...lems in speech and language proce...... n-gram models and latent topic m...... verification, and information re......imate Bayesian inferences based on MAP,......symptotic, VB, and MCMC approxima......ons, formulas, and rules. The aut......d applications and provide detailed examples and case studies t......tical Bayesian inference methods to imp......, researchers, and industry pract......al processing, and speech and language proce......eneral, speech and language proce...... Markov models and language model...... Both acoustic and language model......ity, ambiguity and uncertainty. T......ess for speech and language processing"--
- 内容細目...dels in speech and language proce......I. Approximate Inference: 4. Maximum a posteriori appr...
- 件名Language and languages--Study and teaching--Statistical methods...
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- 要約等... nonparametric inference and the Bayes esti......nts the limits and the well-known U- and V-statistics a...... U-statistics, and by investigati......ths formulas I and II are obtaine......he convergence and approximation ......ichlet process and the Ewens sampling formula
- 内容細目... Nonparametric Inference 1.2 Normalized Random Measure 1.3 ......pling Formula, and Chinese Restau......ichlet Process and Ewens Sampling...... for ESF with Random Parameter Index
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- 要約等...ven by Aoshima and Yata (2014). We provide an as...
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- 内容細目...uential models and asymptotics Estimation by maximization and by the method ......oskedasticity, and multivariate r......rete variables and partially obse......nary processes and cointegration ......Identification and overidentification in structu...
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- 目次・記事...totic variance and Cramer-Rao bou...... 4.2 Edgeworth and saddlepoint ap......ter estimation and testing in sta......ive estimation and hypothesis testing of integra...
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- 件名Statistics, Probability and Uncertainty Statistics and Probability
- 参照Selective inference after feature ......trap Selective inference for latent block models
- 著者標目Ryan J. Tibshirani Alessandro Rinaldo Rob Tibshirani Larr...