Foundations of Descriptive & Inferential Statistics by H. van Elst
Foundations of Descriptive & Inferential Statistics - Table of Contents
1. Statistical Variables
2. Univariate Frequency Distributions
3. Measures for Univariate Distributions
4. Measures of Association for Bivariate Distributions
5. Descriptive Linear Regression Analysis
6. Elements of Probability Theory
7. Discrete and Continuous Random Variables
8. Standard Univariate Probability Distributions
9. Likert’s Scaling Method of Summated Item Ratings
10. Random Sampling of Target Populations
11. Null Hypothesis Significance Testing
12. Univariate Methods of Statistical Data Analysis
13. Bivariate Methods of Statistical Data Analysis
Appendices:
A. Simple Principal Component Analysis
B. Distance Measures in Statistics
C. List of Online Survey Tools
D. Glossary of Technical Terms
What You Will Learn in Foundations of Descriptive & Inferential Statistics
"Foundations of Descriptive & Inferential Statistics" by Henk van Elst is a comprehensive resource that explains "descriptive statistics", "probability theory", and "inferential statistics" in a clear and practical way. It teaches how data is summarized and visualized using descriptive methods, helping learners understand patterns and distributions. The book also introduces probability concepts that form the basis of statistical reasoning, making complex ideas easier to grasp.
In the section on "inferential statistics", the book explains how conclusions are drawn from sample data to populations using hypothesis testing and effect size interpretation. It emphasizes practical understanding rather than only mathematical derivations, making it suitable for students and researchers. Examples and references to tools like R and SPSS help learners apply statistical methods in real-world data analysis and research.
Overall, this lecture-style textbook is valuable for students in social sciences and empirical research fields who want a strong foundation in "data analysis" and statistical reasoning. By combining theory with practical applications, it supports learning of modern statistical techniques. Key topics such as "descriptive statistics", "inferential methods", and "data interpretation" make it a useful guide for academic study and quantitative research development.
Book Details & Specifications
Title:
Foundations of Descriptive & Inferential Statistics by H. van Elst
Publisher:
Arxiv.org
Year:
2019
Pages:
176
Type:
PDF
Language:
English
ISBN-10 #:
0060417218
ISBN-13 #:
978-0060417215
License:
Arxiv License
Amazon:
Amazon
About the Author: Henk van Elst
The author Henk van Elst
is a statistician and author known for teaching "descriptive statistics" and "inferential statistics" in an accessible way. His work focuses on explaining how data can be summarized and how conclusions are drawn using evidence-based methods. Although detailed public information about his birthplace and education is limited, his expertise lies in statistical education and data interpretation. He contributes to "data analysis", helping students and researchers understand core ideas of "statistical reasoning". His writings emphasize practical understanding rather than complex mathematics, making statistics easier for beginners and professionals who want to apply statistical methods in science and decision making.
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