Introduction to Statistics Using R (eBook)

Mustapha Akinkunmi (Autor)

eBook Download: PDF

2019
235 Seiten
Morgan & Claypool Publishers (Verlag)
978-1-68173-510-8 (ISBN)

Infos

Introduction to Statistics Using R is organized into 13 major chapters.Each chapter is broken down into many digestible subsections in order to explore the objectives of the book. There are many real-life practical examples in this book and each of the examples is written in R codes to acquaint the readers with some statistical methods while simultaneously learning R scripts.

Inhalt

• Preface


• Introduction to Statistical Analysis


• Introduction to R Software


• Descriptive Data


• Basic Probability Concepts


• Discrete Probability Distributions


• Continuous Probability Distributions


• Other Continuous Probability Distributions


• Sampling and Sampling Distribution


• Confidence Intervals for Single Population Mean and Proportion


• Hypothesis Testing for Single Population Mean and Proportion


• Regression Analysis and Correlation


• Poisson Distribution


• Uniform Distributions


• References


• Author's Biography

Produkt-Details

• Erscheint lt. Verlag: 29.7.2019
• Reihe/Serie: Synthesis Lectures on Mathematics and Statistics
• Mitarbeit: Herausgeber (Serie): Steven G. Krantz
• Verlagsort: San Rafael
• Sprache: englisch
• Themenwelt: Mathematik / Informatik ► Informatik ► Theorie / Studium
• Themenwelt: Mathematik / Informatik ► Mathematik ► Analysis
• Themenwelt: Mathematik / Informatik ► Mathematik ► Angewandte Mathematik
• Themenwelt: Mathematik / Informatik ► Mathematik ► Statistik
• Schlagworte: Confidence interval • Correlation Analysis • descriptive statistics • hypothesis testing • probability distributions • Regression Analysis • sampling distribution
• ISBN-10: 1-68173-510-5 / 1681735105
• ISBN-13: 978-1-68173-510-8 / 9781681735108