Introduction to Statistics and Data Analysis With Exercises Solutions and Applications in R 1st Edition Christian Heumann 3031118332 9783031118333

This completed downloadable of Introduction to Statistics and Data Analysis With Exercises Solutions and Applications in R 1st Edition Christian Heumann

Instant downloaded Introduction to Statistics and Data Analysis With Exercises Solutions and Applications in R 1st Edition Christian Heumann pdf docx epub after payment.

Product details:

• ISBN 10: 3031118332
• ISBN 13: 9783031118333
• Author: Christian Heumann

Now in its second edition, this introductory statistics textbook conveys the essential concepts and tools needed to develop and nurture statistical thinking. It presents descriptive, inductive and explorative statistical methods and guides the reader through the process of quantitative data analysis. This revised and extended edition features new chapters on logistic regression, simple random sampling, including bootstrapping, and causal inference. The text is primarily intended for undergraduate students in disciplines such as business administration, the social sciences, medicine, politics, and macroeconomics. It features a wealth of examples, exercises and solutions with computer code in the statistical programming language R, as well as supplementary material that will enable the reader to quickly adapt the methods to their own applications.

Table of contents:

Part I. Descriptive Statistics

1. Introduction and Framework

2. Frequency Measures and Graphical Representation of Data

3. Measures of Central Tendency and Dispersion

4. Association of Two Variables

Part II. Probability Calculus

5. Combinatorics

6. Elements of Probability Theory

7. Random Variables

8. Probability Distributions

Part III. Inductive Statistics

9. Inference

10. Hypothesis Testing

11. Linear Regression

12. Logistic Regression

Part IV. Additional Topics

13. Simple Random Sampling and Bootstrapping

14. Causality

People also search:

introduction to statistics and data analysis answers

introduction to statistics and data analysis 6th edition answers

introduction to statistics and data analysis 5th edition answers pdf

introduction to statistics and data analysis 4th edition answers

introduction to statistics and data analysis 5th edition answer key