Casella, George; Berger, Roger Statistical Inference

# Statistical Inference

## Casella, George; Berger, Roger

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Review:

1. Probability Theory. Set Theory. Probability Theory. Conditional Probability and Independence. Random Variables. Distribution Functions. Density and Mass Functions. Exercises. Miscellanea. 2. Transformations and Expectations. Distribution of Functions of a Random Variable. Expected Values. Moments and Moment Generating Functions. Differentiating Under an Integral Sign. Exercises. Miscellanea. 3. Common Families of Distributions. Introductions. Discrete Distributions. Continuous Distributions. Exponential Families. Locations and Scale Families. Inequalities and Identities. Exercises. Miscellanea. 4. Multiple Random Variables. Joint and Marginal Distributions. Conditional Distributions and Independence. Bivariate Transformations. Hierarchical Models and Mixture Distributions. Covariance and Correlation. Multivariate Distributions. Inequalities. Exercises. Miscellanea. 5. Properties of a Random Sample. Basic Concepts of Random Samples. Sums of Random Variables from a Random Sample. Sampling for the Normal Distribution. Order Statistics. Convergence Concepts. Generating a Random Sample. Exercises. Miscellanea. 6. Principles of Data Reduction. Introduction. The Sufficiency Principle. The Likelihood Principle. The Equivariance Principle. Exercises. Miscellanea. 7. Point Estimation. Introduction. Methods of Finding Estimators. Methods of Evaluating Estimators. Exercises. Miscellanea. 8. Hypothesis Testing. Introduction. Methods of Finding Tests. Methods of Evaluating Test. Exercises. Miscellanea. 9. Interval Estimation. Introduction. Methods of Finding Interval Estimators. Methods of Evaluating Interval Estimators. Exercises. Miscellanea. 10. Asymptotic Evaluations. Point Estimation. Robustness. Hypothesis Testing. Interval Estimation. Exercises. Miscellanea. 11. Analysis of Variance and Regression. Introduction. One-way Analysis of Variance. Simple Linear Regression. Exercises. Miscellanea. 12. Regression Models. Introduction. Regression with Errors in Variables. Logistic Regression. Robust Regression. Exercises. Miscellanea. Appendix. Computer Algebra. References.

From the Publisher:

This book 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. Intended for first-year graduate students, this book can be used for students majoring in statistics who have a solid mathematics background. It can also be used in a way that stresses the more practical uses of statistical theory, being more concerned with understanding basic statistical concepts and deriving reasonable statistical procedures for a variety of situations, and less concerned with formal optimality investigations.

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## 1.Statistical Inference (International ed of 2nd revised ed)

Editorial: Cengage Learning, Inc
ISBN 10: 0495391875 ISBN 13: 9780495391876
Nuevos Paperback Cantidad: 3
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THE SAINT BOOKSTORE
(Southport, Reino Unido)
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Descripción Cengage Learning, Inc. Paperback. Estado de conservación: new. BRAND NEW, Statistical Inference (International ed of 2nd revised ed), George Casella, Roger Berger, This book 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. Intended for first-year graduate students, this book can be used for students majoring in statistics who have a solid mathematics background. It can also be used in a way that stresses the more practical uses of statistical theory, being more concerned with understanding basic statistical concepts and deriving reasonable statistical procedures for a variety of situations, and less concerned with formal optimality investigations. Nº de ref. de la librería B9780495391876

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## 2.Statistical Inference, International Edition (Paperback)

ISBN 10: 0495391875 ISBN 13: 9780495391876
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Descripción Estado de conservación: New. Bookseller Inventory # ST0495391875. Nº de ref. de la librería ST0495391875

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## 3.Statistical Inference

ISBN 10: 0495391875 ISBN 13: 9780495391876
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Ria Christie Collections
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Descripción Hardback. Estado de conservación: New. Not Signed; This book 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. Intended for first-year graduate students, this book can be used for students majoring in statistics who have a solid mathematics background. It can also be used in a way that stresses the more practical uses of statistical theory, being more concerned with understanding basic statistical concepts and deriving reasonable statistical procedures for a variety of situations, and less concerned with formal optimality investigations. book. Nº de ref. de la librería ria9780495391876_rkm

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## 4.Statistical Inference

Editorial: Cengage Learning, Inc (2008)
ISBN 10: 0495391875 ISBN 13: 9780495391876
Nuevos Tapa blanda Cantidad: 1
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English-Book-Service Mannheim
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Descripción Cengage Learning, Inc, 2008. Estado de conservación: New. Nº de ref. de la librería GA9780495391876

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## 5.Statistical Inference

Editorial: Cengage Learning (2008)
ISBN 10: 0495391875 ISBN 13: 9780495391876
Nuevos Paperback Cantidad: 1
Librería
Revaluation Books
(Exeter, Reino Unido)
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Descripción Cengage Learning, 2008. Paperback. Estado de conservación: Brand New. In Stock. Nº de ref. de la librería zk0495391875

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