{"product_id":"modern-statistics-with-r-from-wrangling-and-exploring-data-to-inference-and-predictive-modelling-1","title":"Modern Statistics with R","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\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\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","brand":"Taylor \u0026 Francis Ltd","offers":[{"title":"Default Title","offer_id":49756476211544,"sku":"9781032512440","price":80.99,"currency_code":"EUR","in_stock":true}],"thumbnail_url":"\/\/cdn.shopify.com\/s\/files\/1\/0278\/1295\/4195\/files\/9781032512440_1668423a-4be9-4c78-ad17-48f738bd77a5.jpg?v=1781069418","url":"https:\/\/agendabookshop.com\/products\/modern-statistics-with-r-from-wrangling-and-exploring-data-to-inference-and-predictive-modelling-1","provider":"Agenda Bookshop","version":"1.0","type":"link"}