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The second edition of this introductory statistics textbook emphasizes essential concepts and tools for fostering statistical thinking. It covers descriptive, inductive, and exploratory statistical methods while guiding readers through quantitative data analysis. New chapters enhance the content, introducing topics such as logistic regression, simple random sampling, bootstrapping, and causal inference, making it a comprehensive resource for understanding statistical principles.
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Introduction to Statistics and Data Analysis, Christian Heumann, Michael Schomaker, Shalabh
- Language
- Released
- 2024
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- (Paperback)
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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
- 2024
- Format
- Paperback
- Pages
- 604
- ISBN13
- 9783031120251
- Category
- Mathematics
- Description
- The second edition of this introductory statistics textbook emphasizes essential concepts and tools for fostering statistical thinking. It covers descriptive, inductive, and exploratory statistical methods while guiding readers through quantitative data analysis. New chapters enhance the content, introducing topics such as logistic regression, simple random sampling, bootstrapping, and causal inference, making it a comprehensive resource for understanding statistical principles.