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Statistical Analysis in Simple Steps Using R

作者：Kiran Pandya, Prashant Joshi, Smruti Bulsari
原價：NT$ 970

ISBN：9789352807109
版次：1
年份：2018
出版商：SAGE Publications
頁數/規格：336頁/平裝單色
參考網頁：Statistical Analysis in Simple Steps Using R

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內容介紹本書特色目錄作者介紹

Description
An open and dynamic software for statistical analysis, R has become increasingly popular among students and researchers alike for its powerful language and graphical abilities. This book incorporates a step-by-step approach to the basics of statistical tests, the prerequisites and assumptions, the procedures, and outputs and their interpretation all through the lens of R. It is a concise guide to procuring and using R, identifying the types of tests to examine different types of research questions, and the sequential steps for undertaking statistical analysis. Intended largely for readers who are new to statistics or R or to both, this textbook addresses the problems in statistical analysis often faced by the students of social science, education, and management.

Key Features

Provides the necessary foundation for exploring the frontiers of data science

Gives an overview of statistical techniques applicable to both cross-section and time-series data analysis using R

Exercises provided at the end of the chapters to help the readers reinforce their learning

Applications of statistical techniques covering wide range of subject areas with examples from social sciences and medical sciences

Robust companion website that includes practice problem datasets for students and solutions to problems, chapter-wise PPTs and teaching modules for instructors

Table of Contents

1. Introduction
2. Data Management in R
3. Describing Data Graphically
4. Descriptive Statistics

5. Parametric Tests

6. Analysis of Variance

7. Two-Way Analysis of Variance

8. Analysis of Covariance

9. Correlation Analysis

10. Linear Regression Analysis

11. Nonparametric Tests

12. Principal Components and Factor Analysis

13. Logistic Regression

14. Cluster Analysis

15. Multidimensional Scaling

16. Introduction to Time Series Analysis

17. Volatility Analysis

Kiran Pandya - Department of Human Resource Development, Veer Narmad South Gujarat University, Surat
Prashant Joshi - Department of Management, Uka Tarsadia University, Bardoli, Surat
Smruti Bulsari - Assistant Professor, Department of Human Resource Development, Veer Narmad South Gujarat University, Surat

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