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The second edition of this introductory statistics textbook emphasizes the development of statistical thinking through essential concepts and tools. It covers descriptive, inductive, and exploratory statistical methods, guiding readers in quantitative data analysis. Notable enhancements include new chapters on logistic regression, simple random sampling with bootstrapping, and causal inference, making it a comprehensive resource for understanding and applying statistical techniques.
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Introduction to Statistics and Data Analysis, Christian Heumann, Michael Schomaker, Shalabh
- Language
- Released
- 2023
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- (Hardcover)
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- Title
- Introduction to Statistics and Data Analysis
- Subtitle
- With Exercises, Solutions and Applications in R
- Language
- English
- Authors
- Christian Heumann, Michael Schomaker, Shalabh
- Publisher
- Springer International Publishing
- Released
- 2023
- Format
- Hardcover
- Pages
- 604
- ISBN13
- 9783031118326
- Category
- Mathematics
- Description
- The second edition of this introductory statistics textbook emphasizes the development of statistical thinking through essential concepts and tools. It covers descriptive, inductive, and exploratory statistical methods, guiding readers in quantitative data analysis. Notable enhancements include new chapters on logistic regression, simple random sampling with bootstrapping, and causal inference, making it a comprehensive resource for understanding and applying statistical techniques.