Statistical Theory & Methods

This book provides a systematic development of tensor methods in statistics, beginning with the study of multivariate moments and cumulants. The effect on moment arrays and on cumulant arrays of making linear or affine transformations of the variables is studied...

Testing For Normality..

The Analysis of Contingency Tables..

Bayesian methods have become the widely used statistical methods for data analysis and modeling. The BUGS software has become the popular software for Bayesian analysis worldwide. This title provides a practical introduction to this program and its use. It covers the functionalities of BUGS, includi..

The Collected Works of John W. Tukey..

This book fills a gap by covering the principles of data and information essential for every researcher. These topics are firmly planted in existing graduate curricula, and covered in the research methods courses required of most master’s level programs, yet a comprehensive and authoritative text di..

Exploring the application and formulation of the EM algorithm, The EM Algorithm and Related Statistical Models offers a valuable method for constructing statistical models when only incomplete information is available, and proposes specific estimation algorithms for solutions to incomplete data prob..

The Inverse Gaussian Distribution..

What we choose to count, what we choose not to count, who does the counting, and the categories and values we choose to apply when counting, matter. This volume addresses why and how students and scholars must become more aware of the power and the limitations of statistics...

What we choose to count, what we choose not to count, who does the counting, and the categories and values we choose to apply when counting, matter. This volume addresses why and how students and scholars must become more aware of the power and the limitations of statistics...

Rather than focusing on the analysis of experiment designs, this monograph helps researchers understand the theory of the design of experiments so they can easily adapt general principles to their specialtiea. It brings the theory to non-statisticians at a reasonable mathematical level so that they ..

Theoretical Statistics provides a systematic statement of the theory of statistics that emphasizes general concepts rather than mathematical rigor. Chapters one through three provide an overview of statistics and discuss some of the basic philosophical ideas and problems behind statistical procedure..