Gå direkt till innehållet

Fynda 4 pocket för 3 »

Till startsidan
Böcker, spel, garn, pyssel m.m.
Statistical Inference via Data Science: A ModernDive into R and the Tidyverse
Spara

Statistical Inference via Data Science: A ModernDive into R and the Tidyverse

häftad, Engelska, 2019
1 029 kr
Lägsta pris på PriceRunner
Beställningsvara. Skickas inom 5-7 vardagar

Statistical Inference via Data Science: A ModernDive into R and the Tidyverse provides a pathway for learning about statistical inference using data science tools widely used in industry, academia, and government. It introduces the tidyverse suite of R packages, including the ggplot2 package for data visualization, and the dplyr package for data wrangling. After equipping readers with just enough of these data science tools to perform effective exploratory data analyses, the book covers traditional introductory statistics topics like confidence intervals, hypothesis testing, and multiple regression modeling, while focusing on visualization throughout.

Features:
? Assumes minimal prerequisites, notably, no prior calculus nor coding experience
? Motivates theory using real-world data, including all domestic flights leaving New York City in 2013, the Gapminder project, and the data journalism website, FiveThirtyEight.com
? Centers on simulation-based approaches to statistical inference rather than mathematical formulas
? Uses the infer package for "tidy" and transparent statistical inference to construct confidence intervals and conduct hypothesis tests via the bootstrap and permutation methods
? Provides all code and output embedded directly in the text; also available in the online version at moderndive.com

This book is intended for individuals who would like to simultaneously start developing their data science toolbox and start learning about the inferential and modeling tools used in much of modern-day research. The book can be used in methods and data science courses and first courses in statistics, at both the undergraduate and graduate levels.

Mer på Adlibris

Om Adlibris

Adlibris är Nordens största bokhandel och erbjuder över 13 miljoner boktitlar med det senaste inom spel, pyssel, garn och allt som hör en modern bokhandel till. Adlibris Campus erbjuder studenter att köpa och sälja både ny och begagnad studentlitteratur och Adlibris Pocket erbjuder ett skräddarsytt och handplockat sortiment i reselägen. Adlibris är en del av Bonnier Group.

  • Alltid bra priser

  • Fri frakt över 299 kr

  • Smidiga leveranser

Nyhetsbrev

Ta del av våra bästa lästips, erbjudanden och kampanjer. Anmäl dig nu och få 10% rabatt på ditt första köp. Erbjudandet gäller endast nya prenumeranter, privatkunder, ej kurslitteratur, digitala böcker eller presentkort.