Book

R Statistics Cookbook

With this book, you will learn to execute a series of intermediate to advanced statistical tasks as you walk through each chapter. You will not only get well versed with the traditional statistics but you will also cover the necessary statistics required for machine learning and deep learning concepts.

Offered byPackt Logo

Difficulty Level
Intermediate
Completion Time
14h56m approx.
Language
English
Certification
Not available

About Course

Book Content

chapters 14h56m total length

1. Getting Started with R and Statistics
2. Univariate and Multivariate Tests for Equality of Means
3. Linear Regression
4. Bayesian Regression
5. Nonparametric Methods
6. Robust Methods
7. Time Series Analysis
8. Mixed Effects Models
9. Predictive Models Using the Caret Package
10. Bayesian Networks and Hidden Markov Models

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