{"product_id":"modern-statistics-with-r-mns-thulin-9781032497457","title":"Modern Statistics with R: From Wrangling and Exploring Data to Inference and Predictive Modelling","description":"\u003cp\u003eThe past decades have transformed the world of statistical data analysis, with new methods, new types of data, and new computational tools. \u003ci\u003eModern Statistics with R\u003c\/i\u003e introduces you to key parts of this modern statistical toolkit. It teaches you: \u003c\/p\u003e\u003cul\u003e \u003cli\u003e \u003cb\u003eData wrangling\u003c\/b\u003e - importing, formatting, reshaping, merging, and filtering data in R.\u003c\/li\u003e \u003cli\u003e \u003cb\u003eExploratory data analysis\u003c\/b\u003e - using visualisations and multivariate techniques to explore datasets.\u003c\/li\u003e \u003cli\u003e \u003cb\u003eStatistical inference\u003c\/b\u003e - modern methods for testing hypotheses and computing confidence intervals.\u003c\/li\u003e \u003cli\u003e \u003cb\u003ePredictive modelling\u003c\/b\u003e - regression models and machine learning methods for prediction, classification, and forecasting.\u003c\/li\u003e \u003cli\u003e \u003cb\u003eSimulation\u003c\/b\u003e - using simulation techniques for sample size computations and evaluations of statistical methods.\u003c\/li\u003e \u003cli\u003e \u003cb\u003eEthics in statistics\u003c\/b\u003e - ethical issues and good statistical practice.\u003c\/li\u003e \u003cli\u003e \u003cb\u003eR programming\u003c\/b\u003e - writing code that is fast, readable, and (hopefully!) free from bugs.\u003c\/li\u003e \u003c\/ul\u003e\u003cp\u003eNo prior programming experience is necessary. Clear explanations and examples are provided to accommodate readers at all levels of familiarity with statistical principles and coding practices. A basic understanding of probability theory can enhance comprehension of certain concepts discussed within this book.\u003c\/p\u003e\u003cp\u003eIn addition to plenty of examples, the book includes more than 200 exercises, with fully worked solutions available at: www.modernstatisticswithr.com.\u003c\/p\u003e\u003cbr\u003e\u003cbr\u003e\u003cb\u003eAuthor:\u003c\/b\u003e M?ns Thulin\u003cbr\u003e\u003cb\u003eISBN-10:\u003c\/b\u003e 1032497459\u003cbr\u003e\u003cb\u003eISBN-13:\u003c\/b\u003e 9781032497457\u003cbr\u003e\u003cb\u003ePublisher:\u003c\/b\u003e CRC Press\u003cbr\u003e\u003cb\u003eLanguage:\u003c\/b\u003e English\u003cbr\u003e\u003cb\u003ePublished:\u003c\/b\u003e 08\/20\/2024\u003cbr\u003e\u003cb\u003ePages:\u003c\/b\u003e 474\u003cbr\u003e\u003cb\u003eFormat:\u003c\/b\u003e Hardcover\u003cbr\u003e\u003cb\u003eWeight:\u003c\/b\u003e 2.35lbs\u003cbr\u003e\u003cb\u003eSize:\u003c\/b\u003e 10.00h x 7.00w x 1.06d","brand":"M?ns Thulin","offers":[{"title":"Hardcover","offer_id":46670553448703,"sku":"9781032497457","price":200.0,"currency_code":"USD","in_stock":true}],"thumbnail_url":"\/\/cdn.shopify.com\/s\/files\/1\/0662\/2982\/9887\/files\/img_c97370ed-c8e8-4d9d-b309-67b9e4032660.jpg?v=1741316988","url":"https:\/\/www.whiterainbookhouse.com\/products\/modern-statistics-with-r-mns-thulin-9781032497457","provider":"WR Book House","version":"1.0","type":"link"}