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Experimental design

Most popular at the top

  • Approximation Methods for Efficient Learning of Bayesian Networksby C. Riggelsen

    IOS Press 2008; US$ 119.00

    This publication offers and investigates efficient Monte Carlo simulation methods in order to realize a Bayesian approach to approximate learning of Bayesian networks from both complete and incomplete data. For large amounts of incomplete data when Monte Carlo methods are inefficient, approximations are implemented, such that learning remains feasible,... more...

  • Nonbayesian Decision Theoryby Martin Peterson

    Springer 2008; US$ 189.00

    This book aims to present an account of rational choice from a non-Bayesian point of view. Rational agents maximize subjective expected utility, but contrary to what is claimed by Bayesians, the author argues that utility and subjective probability should not be defined in terms of preferences over uncertain prospects. To some extent, the authora (TM)s... more...

  • Introduction to Variance Estimationby Kirk M. Wolter

    Springer 2007; US$ 119.00

    Offers an account of the theory and methods for precision calculations and inference. This book provides instruction on the methods that are important to data-driven decision making in business, government, and academe. It includes a chapter on the bootstrap method of variance estimation and a material on Taylor series methods. more...

  • Statistical Decision Theoryby Friedrich Liese; Klaus-J. Miescke

    Springer 2008; US$ 169.00

    Suitable for advanced graduate students and researchers in mathematical statistics and decision theory, this title presents an account of the concepts and a treatment of the major results of classical finite sample size decision theory and modern asymptotic decision theory. more...

  • Optimum Experimental Designs, with SASby Anthony Atkinson; Alexander Donev; Randall Tobias

    Oxford University Press, UK 2007; US$ 84.99

    This text focuses on optimum experimental design using SAS, a powerful software package that provides a complete set of statistical tools including analysis of variance, regression, categorical data analysis, and multivariate analysis. SAS codes, results, plots, numerous figures and tables are provided, along with a fully supported website. - ;Experiments... more...

  • Subjective and Objective Bayesian Statisticsby S. James Press

    Wiley 2009; US$ 170.00

    Shorter, more concise chapters provide flexible coverage of the subject. Expanded coverage includes: uncertainty and randomness, prior distributions, predictivism, estimation, analysis of variance, and classification and imaging. Includes topics not covered in other books, such as the de Finetti Transform. Author S. James Press is the modern guru... more...

  • Simulationby James R. Thompson

    Wiley 2009; US$ 173.00

    A unique, integrated treatment of computer modeling and simulation "The future of science belongs to those willing to make the shift to simulation-based modeling," predicts Rice Professor James Thompson, a leading modeler and computational statistician widely known for his original ideas and engaging style. He discusses methods, available to anyone... more...

  • Planning and Analysis of Observational Studiesby William G. Cochran

    Wiley 2009; US$ 167.00

    Treats studies, primarily in human populations, that show casual effects of certain agents, procedures, treatment or programs. Deals with the difficulties that comparative observational studies have because of bias in their design and analysis. Systematically considers the many sources of bias and discusses how care in matching or adjustment of results... more...

  • Frontiers of Statistical Decision Making and Bayesian Analysisby Ming-Hui Chen; Peter Muller; Dongchu Sun; Keying Ye; Dipak K. Dey

    Springer 2010; US$ 99.00

    Research in Bayesian analysis and statistical decision theory is rapidly expanding and diversifying, making it increasingly more difficult for any single researcher to stay up to date on all current research frontiers. This book provides a review of current research challenges and opportunities. While this book can not exhaustively cover all current... more...

  • Optimal Design and Related Areas in Optimization and Statisticsby Luc Pronzato; Anatoly A. Zhigljavsky

    Springer 2010; US$ 169.00

    This edited volume, dedicated to Henry P. Wynn, reflects his broad range of research interests, focusing in particular on the applications of optimal design theory in optimization and statistics. It covers algorithms for constructing optimal experimental designs, general gradient-type algorithms for convex optimization, majorization and stochastic... more...