{"product_id":"probability-and-statistical-inference","title":"Probability and Statistical Inference","description":"\u003ch3\u003eProduct Details\u003c\/h3\u003e\n\u003cul\u003e\n\u003cli\u003e\n\u003cp\u003e\u003cstrong\u003ePublisher\u003c\/strong\u003e: CRC Press\u003c\/p\u003e\n\u003c\/li\u003e\n\u003cli\u003e\n\u003cp\u003e\u003cstrong\u003eAuthor\u003c\/strong\u003e: Mukhopadhyay\u003c\/p\u003e\n\u003c\/li\u003e\n\u003cli\u003e\n\u003cp\u003e\u003cstrong\u003eLanguage\u003c\/strong\u003e: English\u003c\/p\u003e\n\u003c\/li\u003e\n\u003cli\u003e\n\u003cp\u003e\u003cstrong\u003eEdition\u003c\/strong\u003e: 1st Edition\u003c\/p\u003e\n\u003c\/li\u003e\n\u003cli\u003e\n\u003cp\u003e\u003cstrong\u003eISBN\u003c\/strong\u003e: 9780367474492\u003c\/p\u003e\n\u003c\/li\u003e\n\u003cli\u003e\n\u003cp\u003e\u003cstrong\u003ePages\u003c\/strong\u003e: 690\u003c\/p\u003e\n\u003c\/li\u003e\n\u003cli\u003e\n\u003cp\u003e\u003cstrong\u003eCover\u003c\/strong\u003e: Paperback\u003cstrong\u003e\u003c\/strong\u003e\u003c\/p\u003e\n\u003c\/li\u003e\n\u003c\/ul\u003e\n\u003chr\u003e\n\u003ch3\u003eAbout the Book\u003c\/h3\u003e\n\u003cp\u003e\"\u003cstrong\u003eProbability and Statistical Inference\u003c\/strong\u003e\" by \u003cstrong\u003eMukhopadhyay\u003c\/strong\u003e is a meticulously organized and comprehensive textbook that offers a rigorous exploration of probability and statistical inference. Designed as a tutorial, it skillfully combines theoretical concepts with practical applications, employing \u003cstrong\u003eworked examples\u003c\/strong\u003e, \u003cstrong\u003eexercises\u003c\/strong\u003e, \u003cstrong\u003efigures\u003c\/strong\u003e, \u003cstrong\u003etables\u003c\/strong\u003e, and \u003cstrong\u003ecomputer simulations\u003c\/strong\u003e to enhance understanding and illustrate key ideas.\u003c\/p\u003e\n\u003cp\u003eThe book begins with an introduction to basic probability theory and gradually delves into more advanced topics, making it an ideal resource for graduate and upper-level undergraduate students. Some of the key subjects covered include the \u003cstrong\u003ehelmet transformation\u003c\/strong\u003e for normal distributions, \u003cstrong\u003eexponential distributions\u003c\/strong\u003e, \u003cstrong\u003econvergence\u003c\/strong\u003e in probability and distribution, and the \u003cstrong\u003ecentral limit theorem (CLT)\u003c\/strong\u003e for the sample variance.\u003c\/p\u003e\n\u003cp\u003eThe text also introduces essential statistical concepts such as \u003cstrong\u003esampling distributions\u003c\/strong\u003e, \u003cstrong\u003emoment estimators\u003c\/strong\u003e, \u003cstrong\u003emaximum likelihood estimators (MLE)\u003c\/strong\u003e, \u003cstrong\u003eRao-Blackwellization\u003c\/strong\u003e, and the \u003cstrong\u003eCramér-Rao inequality\u003c\/strong\u003e. Moreover, it explores advanced topics like \u003cstrong\u003euniformly minimum variance unbiased estimators (UMVUE)\u003c\/strong\u003e, \u003cstrong\u003eLehmann-Scheffé theorems\u003c\/strong\u003e, \u003cstrong\u003eBayesian methods\u003c\/strong\u003e, and the \u003cstrong\u003eMonotone Likelihood Ratio (MLR)\u003c\/strong\u003e property.\u003c\/p\u003e\n\u003cp\u003eWith over \u003cstrong\u003e1400 equations\u003c\/strong\u003e throughout, the book reinforces its material, offering in-depth coverage of fundamental and advanced statistical inference. Ideal for first-year graduate and upper-level undergraduate courses in probability and statistics, it also serves as a valuable supplemental text for advanced classes in \u003cstrong\u003estatistical inference\u003c\/strong\u003e or \u003cstrong\u003edecision theory\u003c\/strong\u003e.\u003c\/p\u003e\n\u003cp\u003eThis textbook not only explains statistical techniques but also provides \u003cstrong\u003ehistorical context\u003c\/strong\u003e, featuring biographical notes on influential statisticians, enriching the learning experience with both theory and the historical evolution of statistical science.\u003c\/p\u003e","brand":"CRC","offers":[{"title":"Default Title","offer_id":49883164901680,"sku":"Sarat_9780367474492","price":3396.0,"currency_code":"INR","in_stock":true}],"thumbnail_url":"\/\/cdn.shopify.com\/s\/files\/1\/0690\/9968\/4144\/files\/crc-book-default-title-probability-and-statistical-inference-41098983440688.jpg?v=1775962209","url":"https:\/\/www.retailmaharaj.com\/bn\/products\/probability-and-statistical-inference","provider":"Retail Maharaj","version":"1.0","type":"link"}