{"product_id":"9781032512440-modern-statistics-with-r","title":"Modern Statistics with R","description":"\u003cmeta content=\"text\/html; charset=utf-8\" http-equiv=\"Content-Type\"\u003e\u003cp\u003e\u003cspan\u003eFrom Wrangling and Exploring Data to Inference and Predictive Modelling\u003cbr\u003e\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.\u003c\/p\u003e\n\u003cbr\u003e\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\n\u003cul\u003e\n\u003cli\u003e \u003cb\u003eData wrangling\u003c\/b\u003e – importing, formatting, reshaping, merging, and filtering data in R.\u003c\/li\u003e\n\u003cli\u003e \u003cb\u003eExploratory data analysis\u003c\/b\u003e – using visualisations and multivariate techniques to explore datasets.\u003c\/li\u003e\n\u003cli\u003e \u003cb\u003eStatistical inference\u003c\/b\u003e – modern methods for testing hypotheses and computing confidence intervals.\u003c\/li\u003e\n\u003cli\u003e \u003cb\u003ePredictive modelling\u003c\/b\u003e – regression models and machine learning methods for prediction, classification, and forecasting.\u003c\/li\u003e\n\u003cli\u003e \u003cb\u003eSimulation\u003c\/b\u003e – using simulation techniques for sample size computations and evaluations of statistical methods.\u003c\/li\u003e\n\u003cli\u003e \u003cb\u003eEthics in statistics\u003c\/b\u003e – ethical issues and good statistical practice.\u003c\/li\u003e\n\u003cli\u003e \u003cb\u003eR programming\u003c\/b\u003e – writing code that is fast, readable, and (hopefully!) free from bugs.\u003c\/li\u003e\n\u003c\/ul\u003e\n\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\n\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\n\u003cbr\u003e\u003cbr\u003e\u003c\/span\u003e\u003c\/p\u003e","brand":"Rarewaves","offers":[{"title":"Default Title","offer_id":41792597426273,"sku":"9781032512440","price":92.52,"currency_code":"GBP","in_stock":false}],"thumbnail_url":"\/\/cdn.shopify.com\/s\/files\/1\/0092\/7504\/8033\/files\/orig_32344649.jpg?v=1749043539","url":"https:\/\/www.rarewaves.com\/products\/9781032512440-modern-statistics-with-r","provider":"Rarewaves.com","version":"1.0","type":"link"}