Statistical Inference

Author:   George Casella ,  Roger Berger
Publisher:   Taylor & Francis Ltd
Edition:   2nd edition
ISBN:  

9781032593036


Pages:   535
Publication Date:   23 May 2024
Format:   Hardback
Availability:   Not yet available   Availability explained
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Statistical Inference


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Full Product Details

Author:   George Casella ,  Roger Berger
Publisher:   Taylor & Francis Ltd
Imprint:   Chapman & Hall/CRC
Edition:   2nd edition
Weight:   1.210kg
ISBN:  

9781032593036


ISBN 10:   1032593032
Pages:   535
Publication Date:   23 May 2024
Audience:   College/higher education ,  Tertiary & Higher Education
Format:   Hardback
Publisher's Status:   Forthcoming
Availability:   Not yet available   Availability explained
This item is yet to be released. You can pre-order this item and we will dispatch it to you upon its release.

Table of Contents

1. Probability Theory. 2. Transformations and Expectations. 3. Common Families of Distributions. 4. Multiple Random Variables. 5. Properties of a Random Sample. 6. Principles of Data Reduction. 7. Point Estimation. 8. Hypothesis Testing. 9. Interval Estimation. 10. Asymptotic Evaluations. 11. Analysis of Variance and Regression. 12. Regression Models. 13. Computer Algebra.

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Author Information

"Professor George Casella completed his undergraduate education at Fordham University and graduate education at Purdue University. He served on the faculty of Rutgers University, Cornell University, and the University of Florida. His contributions focused on the area of statistics including Monte Carlo methods, model selection, and genomic analysis. He was particularly active in Bayesian and empirical Bayes methods, with works connecting with the Stein phenomenon, on assessing and accelerating the convergence of Markov chain Monte Carlo methods, as in his Rao-Blackwellisation technique, and recasting lasso as Bayesian posterior mode estimation with independent Laplace priors. Casella was named as a Fellow of the American Statistical Association and the Institute of Mathematical Statistics in 1988, and he was made an Elected Fellow of the International Statistical Institute in 1989. In 2009, he was made a Foreign Member of the Spanish Royal Academy of Sciences. After receiving his doctorate in statistics from Purdue University, Professor Roger Berger held academic positions at Florida State University and North Carolina State University. He also spent two years with the National Science Foundation before coming to Arizona State University in 2004. Berger is co-author of the textbook ""Statistical Inference,"" now in its second edition. This book has been translated into Chinese and Portuguese. His articles have appeared in publications including Journal of the American Statistical Association, Statistical Science, Biometrics and Statistical Methods in Medical Research. Berger's areas of expertise include hypothesis testing, (bio)equivalence, generalized linear models, biostatistics, and statistics education. Berger was named as a Fellow of the American Statistical Association and the Institute of Mathematical Statistics."

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