CSU-Carig
Casella, George, author.
Statistical Inference / George Casella, Roger Berger. - Second edition. - Boca Raton : CRC Press, Taylor & Francis Group. ©2024. - 1 online resource, xxix, 821 pages : Illustrations
Includes Index.
Probability Theory -- Transformations and Expectations -- Common Families of Distributions -- Multiple Random Variables Properties of a Random Sample -- Principles of Data Reduction -- Point Estimation -- Hypothesis Testing -- Interval Estimation -- Asymptotic Evaluations -- Analysis of Variance and Regression -- Regression Models
"This classic textbook builds theoretical statistics from the first principles of probability theory. Starting from the basics of probability, the authors develop the theory of statistical inference using techniques, definitions, and concepts that are statistical and are natural extensions, and consequences, of previous concepts. It covers all the topics from a standard inference course, including distributions, random variables, data reduction, point estimation, hypothesis testing, interval estimation, and regression"-- Provided by publisher.
9781032597942
Experimental design.
519.57 / C3379 2024
Statistical Inference / George Casella, Roger Berger. - Second edition. - Boca Raton : CRC Press, Taylor & Francis Group. ©2024. - 1 online resource, xxix, 821 pages : Illustrations
Includes Index.
Probability Theory -- Transformations and Expectations -- Common Families of Distributions -- Multiple Random Variables Properties of a Random Sample -- Principles of Data Reduction -- Point Estimation -- Hypothesis Testing -- Interval Estimation -- Asymptotic Evaluations -- Analysis of Variance and Regression -- Regression Models
"This classic textbook builds theoretical statistics from the first principles of probability theory. Starting from the basics of probability, the authors develop the theory of statistical inference using techniques, definitions, and concepts that are statistical and are natural extensions, and consequences, of previous concepts. It covers all the topics from a standard inference course, including distributions, random variables, data reduction, point estimation, hypothesis testing, interval estimation, and regression"-- Provided by publisher.
9781032597942
Experimental design.
519.57 / C3379 2024