Statistical inference - Key References
Understand the core textbooks and seminal works that form the foundation of statistical inference.
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Who are the three authors of the 1978 textbook titled Statistics?
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Important Note About This Content
The outline you've provided is a bibliography or reference list rather than instructional content about statistics itself. It lists foundational textbooks and recommended readings but doesn't contain actual statistical concepts, methods, or principles to explain.
What This Is Useful For
This type of reference material serves an important purpose: it directs you to authoritative sources for learning statistics. If you're preparing for an exam or studying statistics, knowing which textbooks are highly regarded can help you find:
Clear explanations of statistical methods
Practice problems and examples
Different perspectives on the same concepts (comparing how different authors explain them can deepen understanding)
What You Actually Need to Study
To prepare effectively for a statistics exam, you'll want to focus on the actual content from these textbooks or from your course materials, such as:
Descriptive statistics (means, medians, standard deviations)
Probability and distributions
Hypothesis testing
Confidence intervals
Regression and correlation
And other specific topics covered in your course
If you can provide the actual statistics content or concepts you need help understanding, I'd be happy to rewrite them in clear, textbook-style prose that will help you prepare for your exam. Please share the specific topics or sections you're studying!
Flashcards
Who are the three authors of the 1978 textbook titled Statistics?
David A. Freedman, Ronald Pisani, and Roger A. Purves
In what year was the textbook Statistics by Freedman, Pisani, and Purves originally published?
1978
Which two authors wrote the 2002 book Statistical Inference?
George Casella and Roger L. Berger
Who is the author of the 1991 work "Statistical Models and Shoe Leather"?
David A. Freedman
Which authors published Applied Statistical Inference—Likelihood and Bayes in 2014?
L. Held and D. S. Bové
Who are the authors of the 2005 book Essentials of Statistical Inference?
G. A. Young and R. L. Smith
Quiz
Statistical inference - Key References Quiz Question 1: Which two scholars wrote the book *Statistical Inference* released in 2002?
- George Casella and Roger L. Berger (correct)
- David A. Freedman and Ronald Pisani
- Ehsan S. Soofi and Jorma Rissanen
- L. Held and D. S. Bové
Statistical inference - Key References Quiz Question 2: Which two scholars authored *Applied Statistical Inference—Likelihood and Bayes* in 2014?
- L. Held and D. S. Bové (correct)
- David A. Freedman and Ronald Pisani
- G. A. Young and R. L. Smith
- George Casella and Roger L. Berger
Statistical inference - Key References Quiz Question 3: Who are the co‑authors of the 2005 book *Essentials of Statistical Inference*?
- G. A. Young and R. L. Smith (correct)
- David A. Freedman and L. Held
- Ronald Pisani and Roger A. Purves
- Jorma Rissanen and George Casella
Statistical inference - Key References Quiz Question 4: What is the title of the 1978 textbook authored by David A. Freedman, Ronald Pisani, and Roger A. Purves?
- Statistics (correct)
- Probability Theory
- Data Analysis
- Statistical Inference
Statistical inference - Key References Quiz Question 5: Which of the following works was written by David A. Freedman in 1991?
- Statistical Models and Shoe Leather (correct)
- Elements of Statistical Learning
- An Introduction to Probability Theory
- Theoretical Statistics
Which two scholars wrote the book *Statistical Inference* released in 2002?
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Key Concepts
Statistical Textbooks
Statistics (Freedman, Pisani, & Purves)
Statistical Inference (Casella & Berger)
Applied Statistical Inference—Likelihood and Bayes
Essentials of Statistical Inference
Practical Data Analysis
Statistical Models and Shoe Leather
David A. Freedman
George Casella
Roger L. Berger
Definitions
Statistics (Freedman, Pisani, & Purves)
A 1978 introductory textbook covering fundamental concepts and methods in statistics.
Statistical Inference (Casella & Berger)
A comprehensive 2002 graduate‑level text on the theory and practice of statistical inference.
Statistical Models and Shoe Leather
A 1991 essay by David A. Freedman emphasizing practical data analysis and the importance of field work.
Applied Statistical Inference—Likelihood and Bayes
A 2014 work by L. Held and D. S. Bové exploring both likelihood‑based and Bayesian approaches to inference.
Essentials of Statistical Inference
A 2005 textbook by G. A. Young and R. L. Smith presenting core ideas in statistical inference for students.
David A. Freedman
Influential American statistician known for his contributions to statistical theory, education, and public policy.
George Casella
Prominent statistician and co‑author of the widely used textbook *Statistical Inference*.
Roger L. Berger
Renowned statistician and co‑author of *Statistical Inference*, noted for work in Bayesian statistics.