Probability, statistics, and data : a fresh approach using R / Darrin Speegle and Bryan Clair.

Probability, statistics, and data : a fresh approach using R /

This book is a fresh approach to a calculus based, first course in probability and statistics, using R throughout to give a central role to data and simulation. The book introduces probability with Monte Carlo simulation as an essential tool. Simulation makes challenging probability questions quickl...

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Bibliographic Details
Main Authors: Speegle, Darrin (Author), Clair, Bryan (Author)
Corporate Author: CRC Press
Format: Electronic eBook
Language:English
Published: [Place of publication not identified] : Chapman and Hall/CRC, 2021.
Edition:First edition.
Series:Texts in statistical science.
Subjects:
Mathematical statistics.
Probabilities.
R (Computer program language)
Online Access: Full text (WIT users only)
Table of Contents:
  • 1. Data in R. 2. Probability. 3. Discrete Random Variables. 4. Continuous Random Variables. 5. Simulation of Random Variables. 6. Data Manipulation. 7. Data Visualization with ggplot. 8. Inference on the Mean. 9. Rank Based Tests. 10. Tabular Data. 11. Simple Linear Regression. 11. Analysis of Variance and Comparison of Multiple Groups. 13. Multiple Regression.

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