Statistics Using R 1st Edition by Sharon 9781108622301 1108622305

Statistics Using R 1st Edition Sharon – Ebook Instant Download/Delivery ISBN(s): 9781108755351, 9781108719148, 1108719147, 1108755356, 9781108622301, 1108622305

Product details:

• ISBN 10: 1108622305
• ISBN 13: 9781108622301
• Author: Sharon 

Using numerous examples with real data, this textbook closely integrates the learning of statistics with the learning of R. It is suitable for introductory-level learners, allows for curriculum flexibility, and includes, as an online resource, R-code script files for all examples and figures included in each chapter, for students to learn from and adapt and use in their future data analytic work. Other unique features created specifically for this textbook include an online R tutorial that introduces readers to data frames and other basic elements of the R architecture, and a CRAN library of datasets and functions that is used throughout the book. Essential topics often overlooked in other introductory texts, such as data management, are covered. The textbook includes online solutions to all end-of-chapter exercises and PowerPoint slides for all chapters as additional resources, and is suitable for those who do not have a strong background in mathematics.

Table contents:

Chapter One Introduction

Chapter Two Examining Univariate Distributions

Chapter Three Measures of Location, Spread, and Skewness

Chapter Four Re-expressing Variables

Chapter Five Exploring Relationships between Two Variables

Chapter Six Simple Linear Regression

Chapter Seven Probability Fundamentals

Chapter Eight Theoretical Probability Models

Chapter Nine The Role of Sampling in Inferential Statistics

Chapter Ten Inferences Involving the Mean of a Single Population When σ is Known

Chapter Eleven Inferences Involving the Mean When σ is not Known: One- and Two-Sample Designs

Chapter Twelve Research Design: Introduction and Overview

Chapter Thirteen One-Way Analysis of Variance

Chapter Fourteen Two-Way Analysis of Variance

Chapter Fifteen Correlation and Simple Regression as Inferential Techniques

Chapter Sixteen An Introduction to Multiple Regression

Chapter Seventeen Two-Way Interactions in Multiple Regression

Chapter Eighteen Nonparametric Methods

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