{"product_id":"probability-and-statistical-inference-statistics-a-series-of-textbooks-and-monographs-9780824703790","title":"Probability and Statistical Inference (Statistics: A Series of Textbooks and Monographs)","description":"\u003cdiv class=\"book-description\"\u003e\n\u003cp\u003e\u003cstrong\u003eProbability and Statistical Inference (Statistics: A Series of Textbooks and Monographs)\u003c\/strong\u003e by Mukhopadhyay, Nitis. hardcover edition. ISBN: 9780824703790.\u003c\/p\u003e\n\u003cp\u003ePriced very competitively compared with other textbooks at this level!\nThis gracefully organized textbook reveals the rigorous theory of probability and statistical inference in the style of a tutorial, using worked examples, exercises, numerous figures and tables, and computer simulations to develop and illustrate concepts.\n\nBeginning with an introduction to the basic ideas and techniques in probability theory and progressing to more rigorous topics, Probability and Statistical Inference studies the Helmert transformation for normal distributions and the waiting time between failures for exponential distributions\ndevelops notions of convergence in probability and distribution\nspotlights the central limit theorem (CLT) for the sample variance\nintroduces sampling distributions and the Cornish-Fisher expansions\nconcentrates on the fundamentals of sufficiency, information, completeness, and ancillarity\nexplains Basus Theorem as well as location, scale, and location-scale families of distributions\ncovers moment estimators, maximum likelihood estimators (MLE), Rao-Blackwellization, and the Cramér-Rao inequality\ndiscusses uniformly minimum variance unbiased estimators (UMVUE) and Lehmann-Scheffé Theorems\nfocuses on the Neyman-Pearson theory of most powerful (MP) and uniformly most powerful (UMP) tests of hypotheses, as well as confidence intervals\nincludes the likelihood ratio (LR) tests for the mean, variance, and correlation coefficient\nsummarizes Bayesian methods\ndescribes the monotone likelihood ratio (MLR) property\nhandles variance stabilizing transformations\nprovides a historical context for statistics and statistical discoveries\nshowcases great statisticians through biographical notes\n\nEmploying over 1400 equations to reinforce its subject matter, Probability and Statistical Inference is a groundbreaking text for first-year graduate and upper-level undergraduate courses in probability and statistical inference who have completed a calculus prerequisite, as well as a supplemental text for classes in Advanced Statistical Inference or Decision Theory.\u003c\/p\u003e\n\u003c\/div\u003e","brand":"CRC Press","offers":[{"title":"Default Title","offer_id":44977516904501,"sku":"ByrdShop_0824703790","price":130.68,"currency_code":"USD","in_stock":true}],"thumbnail_url":"\/\/cdn.shopify.com\/s\/files\/1\/0627\/8139\/0901\/files\/9780824703790_6b7e5c6e-7846-4dbe-9f4d-e09680dbd799.jpg?v=1778925510","url":"https:\/\/atxbooks.com\/products\/probability-and-statistical-inference-statistics-a-series-of-textbooks-and-monographs-9780824703790","provider":"ATX Books","version":"1.0","type":"link"}