Exploratory Data Analysis Using R 1st Edition

Exploratory Data Analysis Using R 1st Edition – Ebook Instant Download/Delivery ISBN(s): 9780429847042, 0429847041

Product details:

• ISBN-10: 0429847041
• ISBN-13: 9780429847042
• Author: Ronald K. Pearson

Exploratory Data Analysis Using R provides a classroom-tested introduction to exploratory data analysis (EDA) and introduces the range of “interesting” – good, bad, and ugly – features that can be found in data, and why it is important to find them. It also introduces the mechanics of using R to explore and explain data. The book begins with a detailed overview of data, exploratory analysis, and R, as well as graphics in R. It then explores working with external data, linear regression models, and crafting data stories.

Table contents:

1 Data, Exploratory Analysis, and R

2 Graphics in R

3 Exploratory Data Analysis: A First Look

4 Working with External Data

5 Linear Regression Models

6 Crafting Data Stories

7 Programming in R

8 Working with Text Data

9 Exploratory Data Analysis: A Second Look

10 More General Predictive Models

11 Keeping It All Together

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