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Introduction to Statistics and Data Analysis With Exercises Solutions and Applications in R 2nd Edition by Christian Heumann, Michael Schomaker, Shalabh ISBN 9783031118326 3031118324

Name: Introduction to Statistics and Data Analysis With Exercises Solutions and Applications in R 2nd Edition by Christian Heumann, Michael Schomaker, Shalabh ISBN 9783031118326 3031118324
SKU: EB-47633056
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Introduction to Statistics and Data Analysis: With Exercises, Solutions and Applications in R, 2nd Edition Christian Heumann Digital Instant Download

Author(s): Christian Heumann, Michael Schomaker, Shalabh

ISBN(s): 9783031118326, 3031118324

Edition: 2nd

File Details: PDF, 6.62 MB

Year: 2023

Language: English

SKU: EB-47633056 Category: Mathematics - Mathematical Statistics Tags: Christian Heumann, Michael Schomaker, Shalabh

Description

Introduction to Statistics and Data Analysis With Exercises Solutions and Applications in R 2nd Edition by Christian Heumann, Michael Schomaker, Shalabh – Ebook PDF Instant Download/Delivery: 9783031118326 ,3031118324
Full download Introduction to Statistics and Data Analysis With Exercises Solutions and Applications in R 2nd Edition after payment

Product details:

ISBN 10: 3031118324
ISBN 13: 9783031118326
Author: Christian Heumann, Michael Schomaker, Shalabh

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.

Introduction to Statistics and Data Analysis With Exercises Solutions and Applications in R 2nd Edition 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

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Tags: Christian Heumann, Michael Schomaker, Shalabh, Data Analysis, Exercises, Solutions