{"product_id":"a-course-in-statistics-with-r-9781119152729","title":"A Course in Statistics with R","description":"Integrates the theory and applications of statistics using R \u003ci\u003eA Course in Statistics with R\u003c\/i\u003e has been written to bridge the gap between theory and applications and explain how mathematical expressions are converted into R programs. The book has been primarily designed as a useful companion for a Masters student during each semester of the course, but will also help applied statisticians in revisiting the underpinnings of the subject. With this dual goal in mind, the book begins with R basics and quickly covers visualization and exploratory analysis. Probability and statistical inference, inclusive of classical, nonparametric, and Bayesian schools, is developed with definitions, motivations, mathematical expression and R programs in a way which will help the reader to understand the mathematical development as well as R implementation. Linear regression models, experimental designs, multivariate analysis, and categorical data analysis are treated in a way which makes effective use of visualization techniques and the related statistical techniques underlying them through practical applications, and hence helps the reader to achieve a clear understanding of the associated statistical models.\u003cbr\u003e \u003cp\u003e\u003ci\u003eKey features\u003c\/i\u003e \u003c\/p\u003e \u003cul\u003e \u003cli\u003eIntegrates R basics with statistical concepts\u003c\/li\u003e \u003cli\u003eProvides graphical presentations inclusive of mathematical expressions\u003c\/li\u003e \u003cli\u003eAids understanding of limit theorems of probability with and without the simulation approach\u003c\/li\u003e \u003cli\u003ePresents detailed algorithmic development of statistical models from scratch\u003c\/li\u003e \u003cli\u003eIncludes practical applications with over 50 data sets\u003c\/li\u003e \u003c\/ul\u003e\u003cbr\u003e\u003cbr\u003e\u003cb\u003eAuthor:\u003c\/b\u003e Prabhanjan N. Tattar\u003cbr\u003e\u003cb\u003ePublisher:\u003c\/b\u003e Wiley\u003cbr\u003e\u003cb\u003ePublished:\u003c\/b\u003e 04\/22\/2016\u003cbr\u003e\u003cb\u003ePages:\u003c\/b\u003e 696\u003cbr\u003e\u003cb\u003eBinding Type:\u003c\/b\u003e Hardcover\u003cbr\u003e\u003cb\u003eWeight:\u003c\/b\u003e 2.45lbs\u003cbr\u003e\u003cb\u003eSize:\u003c\/b\u003e 9.60h x 6.40w x 1.40d\u003cbr\u003e\u003cb\u003eISBN:\u003c\/b\u003e 9781119152729\u003cbr\u003e\u003cp\u003e\u003cb\u003eAbout the Author\u003c\/b\u003e\u003cbr\u003e\u003c\/p\u003e\u003cp\u003e\u003cb\u003ePrabhanjan Tattar\u003c\/b\u003e, Business Analysis Senior Advisor at Dell International Services, Bangalore, India. Professor Tattar is a statistician providing analytical solutions to business problems inclusive of statistical models and machine learning as appropriate.\u003cbr\u003e\u003cbr\u003e\u003cb\u003eSuresh Ramaiah\u003c\/b\u003e, Assistant Professor of Statistics at Dharwad University, Dharwad, India.\u003c\/p\u003e \u003cp\u003e\u003cb\u003eB G Manjunath\u003c\/b\u003e, Business Analysis Advisor at Dell International Services, Bangalore, India\u003c\/p\u003e\u003cbr\u003e\u003cp\u003e\u003ci\u003eThis title is not returnable\u003c\/i\u003e\u003cbr\u003e\u003c\/p\u003e","brand":"Wiley","offers":[{"title":"Hardcover","offer_id":40689477419123,"sku":"9.78112E+12","price":194.43,"currency_code":"USD","in_stock":true}],"thumbnail_url":"\/\/cdn.shopify.com\/s\/files\/1\/0555\/9255\/0515\/products\/img_b9a1587a-7421-42a2-aaea-b3a85b2c542e.jpg?v=1675266408","url":"https:\/\/bookstorenmore.com\/products\/a-course-in-statistics-with-r-9781119152729","provider":"Bookstore N More","version":"1.0","type":"link"}