Statistical Inference via Data Science A ModernDive into R and the Tidyverse Chapman Hall CRC The R Series 1st Edition by Chester Ismay, Albert Kim 0367409828 9780367409821
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Statistical Inference via Data Science A ModernDive into R and the Tidyverse Chapman Hall CRC The R Series 1st Edition by Chester Ismay, Albert Y. Kim – Ebook PDF Instant Download/DeliveryISBN: 0367409828, 9780367409821
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ISBN-10 : 0367409828
ISBN-13 : 9780367409821
Author: Chester Ismay, Albert Y. Kim
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.
Statistical Inference via Data Science A ModernDive into R and the Tidyverse Chapman Hall CRC The R Series 1st Table of contents:
Chapter 1 – Getting Started with Data in R
Chapter 2 – Data Visualization
Chapter 3 – Data Wrangling
Chapter 4 – Data Importing and Tidy Data
Chapter 5 – Simple Linear Regression
Chapter 6 – Multiple Regression
Chapter 7 – Sampling
Chapter 8 – Estimation, Confidence Intervals, and Bootstrapping
Chapter 9 – Hypothesis Testing
Chapter 10 – Inference for Regression
Chapter 11 – Tell Your Story with Data
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Tags: Statistical Inference, Data Science, ModernDive, Tidyverse Chapman, Chester Ismay, Albert Kim
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