Statistics with R: A Beginner's Guide
- 20本以上，享 8.5折
售價
$
970
- 一般書籍
- ISBN：9781473924901
- 作者：Robert Stinerock
- 版次：1
- 年份：2018
- 出版商：SAGE Publications
- 頁數/規格：410頁/平裝單色
- 參考網頁：Statistics with R: A Beginner's Guide
書籍介紹
本書特色
目錄
作者介紹
Description
The dynamic, student focused textbook provides step-by-step instruction in the use of R and of statistical language as a general research tool. It is ideal for anyone hoping to:
The dynamic, student focused textbook provides step-by-step instruction in the use of R and of statistical language as a general research tool. It is ideal for anyone hoping to:
- Complete an introductory course in statistics
- Prepare for more advanced statistical courses
- Gain the transferable analytical skills needed to interpret research from across the social sciences
- Learn the technical skills needed to present data visually
- Acquire a basic competence in the use of R.
- The book provides readers with the conceptual foundation to use applied statistical methods in everyday research. Each statistical method is developed within the context of practical, real-world examples and is supported by carefully developed pedagogy and jargon-free definitions. Theory is introduced as an accessible and adaptable tool and is always contextualized within the pragmatic context of real research projects and definable research questions.
KEY FEATURES:
- In-depth R tutorials that start from the act of locating and downloading the software and continue through each statistical method
- Shows readers how to use R in a gradual way that builds confidence and eliminates fear
- Grounds each statistical method in practical, real world examples that are both timely and interdisciplinary
- Provides carefully cultivated, jargon-free pedagogy that appeals to different learning styles through a mix of text, visuals, and off the page learning
- Provides readers with a step-by-step guide to statistical language that includes a variety of resources for reflection, revision, and practice
Table of Contents
Chapter 1: Introduction and R Instructions
Chapter 2: Descriptive Statistics: Tabular and Graphical Methods
Chapter 3: Descriptive Statistics: Numerical Methods
Chapter 4: Introduction to Probability
Chapter 5: Discrete Probability Distributions
Chapter 6: Continuous Probability Distributions
Chapter 7: Point Estimation and Sampling Distributions
Chapter 8: Confidence Interval Estimation
Chapter 9: Hypothesis Tests: Introduction, Basic Concepts, and an Example
Chapter 10: Hypothesis Tests About u and p: Applications
Chapter 11: Comparisons of Means and Proportions
Chapter 12: Simple Linear Regression
Chapter 13: Multiple Regression
Chapter 1: Introduction and R Instructions
Chapter 2: Descriptive Statistics: Tabular and Graphical Methods
Chapter 3: Descriptive Statistics: Numerical Methods
Chapter 4: Introduction to Probability
Chapter 5: Discrete Probability Distributions
Chapter 6: Continuous Probability Distributions
Chapter 7: Point Estimation and Sampling Distributions
Chapter 8: Confidence Interval Estimation
Chapter 9: Hypothesis Tests: Introduction, Basic Concepts, and an Example
Chapter 10: Hypothesis Tests About u and p: Applications
Chapter 11: Comparisons of Means and Proportions
Chapter 12: Simple Linear Regression
Chapter 13: Multiple Regression
Robert Stinerock - Universidade Nova de Lisboa, Portugal
