{"product_id":"statistical-inference-via-data-science-9781032708379","title":"Statistical Inference via Data Science","description":"\u003cb\u003eBook Synopsis\u003c\/b\u003e\u003cbr\u003e\u003cp\u003e\u003cb\u003eStatistical Inference via Data Science: A ModernDive into R and the Tidyverse, Second Edition\u003c\/b\u003e offers a comprehensive guide to learning statistical inference with data science tools widely used in industry, academia, and government. The first part of this book introduces the tidyverse suite of R packages, including \u003cb\u003eggplot2\u003c\/b\u003e for data visualization and \u003cb\u003edplyr\u003c\/b\u003e for data wrangling. The second part introduces data modeling via simple and multiple linear regression. The third part presents statistical inference using simulation-based methods within a general framework implemented in R via the \u003cb\u003einfer \u003c\/b\u003epackage, a suitable complement to the tidyverse\u003cb\u003e.\u003c\/b\u003e By working with these methods, readers can implement effective exploratory data analyses, \u003cb\u003econduct\u003c\/b\u003e statistical modeling with data, and carry out statistical inference via confidence intervals and hypothesis testing. All these tasks are performed strongly emphasizing data visualization.\u003c\/p\u003e\u003cp\u003e\u003cb\u003eKey Features in\u003c\/b\u003e\u003c\/p\u003e","brand":"CRC Press","offers":[{"title":"Default Title","offer_id":51019167760727,"sku":"9781032708379","price":61.74,"currency_code":"GBP","in_stock":true}],"thumbnail_url":"\/\/cdn.shopify.com\/s\/files\/1\/0817\/1739\/5799\/files\/9781032708379.jpg?v=1750779524","url":"https:\/\/bookcurl.com\/products\/statistical-inference-via-data-science-9781032708379","provider":"Book Curl","version":"1.0","type":"link"}