{"product_id":"statistics-and-analysis-of-scientific-data-von-massimiliano-bonamente-2","title":"Statistics and Analysis of Scientific Data","description":"\n                                \n                \u003cp\u003eThis book is the third edition of a successful textbook for upper-undergraduate and early graduate students, which offers a solid foundation in probability theory and statistics and their application to physical sciences, engineering, biomedical sciences and related disciplines. It provides broad coverage ranging from conventional textbook content of probability theory, random variables, and their statistics, regression, and parameter estimation, to modern methods including Monte-Carlo Markov chains, resampling methods and low-count statistics.\u003c\/p\u003e\n                                \n                \n                \u003cp\u003eIn addition to minor corrections and adjusting structure of the content, particular features in this new edition include:\u003c\/p\u003e\n                                \n                \n                \u003cul\u003e\n                                          \n                    \n                    \u003cli\u003ePython codes and      machine-readable data for all examples, classic experiments, and      exercises, which are now more accessible to students and instructors\u003c\/li\u003e\n                                          \n                    \n                    \u003cli\u003eNew chapters on      low-count statistics including the Poisson-based Cash statistic for      regression in the low-count regime,and      on contingency tables and diagnostic testing.\u003c\/li\u003e\n                                          \n                    \n                    \u003cli\u003eAn additional example of      classic experiments based on testing data for SARS-COV-2 to demonstrate      practical applications of the described statistical methods.\u003c\/li\u003e\n                                         \n                \n                \u003c\/ul\u003e\n                                 \n                \n                \u003cp\u003eThis edition inherits the main pedagogical method of earlier versions—a theory-then-application approach—where emphasis is placed first on a sound understanding of the underlying theory of a topic, which becomes the basis for an efficient and practical application of the materials. Basic calculus is used in some of the derivations, and no previous background in probability and statistics is required. The book includes many numerical tables of data as well as exercises and examples to aid the readers' understanding of the topic.\u003c\/p\u003e\n                                \n                \u003cbr\u003e\n                                \n                \u003cp\u003e\u003c\/p\u003e\n                            \n            \u003cdiv class=\"aw-variant-hidden-subtitle-div\" id=\"aw-variant-subtitle-9789811903649\"\u003e\u003ch3\u003e\u003c\/h3\u003e\u003c\/div\u003e","brand":"Autorenwelt Shop","offers":[{"title":"Hardcover - 9789811903649","offer_id":40327720763485,"sku":"9789811903649","price":96.29,"currency_code":"EUR","in_stock":true}],"thumbnail_url":"\/\/cdn.shopify.com\/s\/files\/1\/0940\/0622\/files\/df351a26-b64e-43b5-8aae-0f4318629314.jpg?v=1775805167","url":"https:\/\/shop.autorenwelt.de\/en\/products\/statistics-and-analysis-of-scientific-data-von-massimiliano-bonamente-2","provider":"Autorenwelt Shop","version":"1.0","type":"link"}