Bøger af George Casella

Basics of probability to theory of statistical inference using techniques, definitions, concepts that are statistical, natural extensions, consequences, of previous concepts. Topics from a standard inference course: distributions, random variables, data reduction, point estimation, hypothesis testing, interval estimation, regression.

This second, much enlarged edition by Lehmann and Casella of Lehmann's classic text on point estimation maintains the outlook and general style of the first edition. All of the topics are updated, while an entirely new chapter on Bayesian and hierarchical Bayesian approaches is provided, and there is much new material on simultaneous estimation.

Statistical design is one of the fundamentals of our subject, being at the core of the growth of statistics during the previous century. This book covers the basic theoretical underpinnings. It describes the principles that drive good designs and good statistics.

Aimed at graduate students and researchers and including statistical models and analytical procedures, this book introduces the basic concepts and methods used in the statistical analysis and modeling of the DNA-based marker and phenotypic data that arise in agriculture and related fields.

We have sold 4300 copies worldwide of the first edition (1999). This new edition contains five completely new chapters covering new developments.