{"product_id":"john-skilling-data-analysis-a-bayesian-tutorial-second-edition-9780198568315","title":"Data Analysis a Bayesian Tutorial Second Edition","description":"Statistics lectures have been a source of much bewilderment and frustration for generations of students. This book attempts to remedy the situation by expounding a logical and unified approach to the whole subject of data analysis.\n\u003cbr\u003e\n\u003cbr\u003e\nThis text is intended as a tutorial guide for senior undergraduates and research students in science and engineering. After explaining the basic principles of Bayesian probability theory, their use is illustrated with a variety of examples ranging from elementary parameter estimation to image processing. Other topics covered include reliability analysis, multivariate optimization, least-squares and maximum likelihood, error-propagation, hypothesis testing, maximum entropy and experimental design.\n\u003cbr\u003e\n\u003cbr\u003e\nThe Second Edition of this successful tutorial book contains a new chapter on extensions to the ubiquitous least-squares procedure, allowing for the straightforward handling of outliers and unknown correlated noise, and a cutting-edge contribution from John Skilling on a novel numerical technique for Bayesian computation called 'nested sampling'.","brand":"OUP Oxford","offers":[{"title":"Default Title","offer_id":54600267727190,"sku":null,"price":0.0,"currency_code":"EUR","in_stock":false}],"thumbnail_url":"\/\/cdn.shopify.com\/s\/files\/1\/0925\/5829\/5382\/files\/product_image_9780198568315_1.jpg?v=1791125801","url":"https:\/\/www.momoxbooks.com\/products\/john-skilling-data-analysis-a-bayesian-tutorial-second-edition-9780198568315","provider":"momox","version":"1.0","type":"link"}