{"product_id":"inferential-models-reasoning-with-uncertainty-9781439886489","title":"Inferential Models: Reasoning with Uncertainty","description":"\u003cp\u003e • Author(s): Ryan Martin\u003cbr\u003e • Publisher: Taylor \u0026amp; Francis\u003cbr\u003e • Publisher Imprint: CRC Press\u003cbr\u003e • BISAC: Probability \u0026amp; Statistics - General\u003c\/p\u003e\u003cp\u003e\u003c\/p\u003e\u003cp\u003e\u003cem\u003eA New Approach to Sound Statistical Reasoning\u003c\/em\u003e\u003c\/p\u003e\u003cp\u003e\u003cstrong\u003eInferential Models: Reasoning with Uncertainty\u003c\/strong\u003e introduces the authors' recently developed approach to inference: the inferential model (IM) framework. This logical framework for exact probabilistic inference does not require the user to input prior information. The authors show how an IM produces meaningful prior-free probabilistic inference at a high level.\u003c\/p\u003e\u003cp\u003eThe book covers the foundational motivations for this new IM approach, the basic theory behind its calibration properties, a number of important applications, and new directions for research. It discusses alternative, meaningful probabilistic interpretations of some common inferential summaries, such as \u003ci\u003ep\u003c\/i\u003e-values. It also constructs posterior probabilistic inferential summaries without a prior and Bayes' formula and offers insight on the interesting and challenging problems of conditional and marginal inference. \u003c\/p\u003e\u003cp\u003eThis book delves into statistical inference at a foundational level, addressing what the goals of statistical inference should be. It explores a new way of thinking compared to existing schools of thought on statistical inference and encourages you to think carefully about the correct approach to scientific inference.\u003c\/p\u003e","brand":"Taylor \u0026 Francis","offers":[{"title":"Hardcover","offer_id":45237181546647,"sku":"9781439886489","price":7886.0,"currency_code":"INR","in_stock":true}],"thumbnail_url":"\/\/cdn.shopify.com\/s\/files\/1\/0666\/3471\/1191\/files\/9781439886489.webp?v=1769215850","url":"https:\/\/atlanticbooks.com\/products\/inferential-models-reasoning-with-uncertainty-9781439886489","provider":"Atlantic Books","version":"1.0","type":"link"}