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The result is a natural and far reaching extension of the traditional theory of estimation, where the Fisher information is replaced by the stochastic complexity and the Cramer-Rao inequality by an extension of the Shannon-Kullback inequality. Ideas are illustrated with applications from parametric and non-parametric regression, density and spectrum estimation, time series, hypothesis testing, contingency tables, and data compression.","brand":"WoB","offers":[{"title":"GB \/ NEW \/ INGRAM","offer_id":52340187922705,"sku":"NLS9789810203115","price":0.0,"currency_code":"GBP","in_stock":false},{"title":"US \/ NEW \/ INGRAM","offer_id":53785986138385,"sku":"NIN9789810203115","price":0.0,"currency_code":"GBP","in_stock":true}],"thumbnail_url":"\/\/cdn.shopify.com\/s\/files\/1\/0784\/4072\/6801\/files\/9789810203115.jpg?v=1758170529"},{"product_id":"information-and-complexity-in-statistical-modeling-book-jorma-rissanen-9781441922670","title":"Information and Complexity in Statistical Modeling","description":"No statistical model is true or false, right or wrong; The main theme in this book is to teach modeling based on the principle that the objective is to extract the information from data that can be learned with suggested classes of probability models.","brand":"WoB","offers":[{"title":"GB \/ NEW \/ INGRAM","offer_id":52425220849937,"sku":"NLS9781441922670","price":0.0,"currency_code":"GBP","in_stock":true}],"thumbnail_url":"\/\/cdn.shopify.com\/s\/files\/1\/0784\/4072\/6801\/files\/9781441922670.jpg?v=1786106246"},{"product_id":"stochastic-complexity-in-statistical-inquiry-book-j-rissanen-9789971508593","title":"STOCHASTIC COMPLEXITY IN STATISTICAL INQUIRY","description":"This book describes how model selection and statistical inference can be founded on the shortest code length for the observed data, called the stochastic complexity. 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