Statistical Theory & Methods

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Large Sample Methods in Statistics (1994): An Introduction with Applications

1st Edition

Pranab K. Sen, Julio M. Singer
September 28, 2017

This text bridges the gap between sound theoretcial developments and practical, fruitful methodology by providing solid justification for standard symptotic statistical methods. It contains a unified survey of standard large sample theory and provides access to more complex statistical models that...

Understanding Statistics for the Social Sciences with IBM SPSS

1st Edition

Robert Ho
September 22, 2017

Modern statistical software provides the ability to compute statistics in a timely, orderly fashion. This introductory statistics textbook presents clear explanations of basic statistical concepts and introduces students to the IBM SPSS program to demonstrate how to conduct statistical analyses via...

Modern Directional Statistics

1st Edition

Christophe Ley, Thomas Verdebout
September 15, 2017

Modern Directional Statistics collects important advances in methodology and theory for directional statistics over the last two decades. It provides a detailed overview and analysis of recent results that can help both researchers and practitioners. Knowledge of multivariate statistics eases the...

Introduction to Functional Data Analysis

1st Edition

Piotr Kokoszka, Matthew Reimherr
August 09, 2017

Introduction to Functional Data Analysis provides a concise textbook introduction to the field. It explains how to analyze functional data, both at exploratory and inferential levels. It also provides a systematic and accessible exposition of the methodology and the required mathematical framework....

Modern Statistics for the Social and Behavioral Sciences: A Practical Introduction, Second Edition

2nd Edition

Rand Wilcox
August 08, 2017

Requiring no prior training, Modern Statistics for the Social and Behavioral Sciences provides a two-semester, graduate-level introduction to basic statistical techniques that takes into account recent advances and insights that are typically ignored in an introductory course. Hundreds of journal...

Generalized Linear Models with Random Effects: Unified Analysis via H-likelihood, Second Edition

2nd Edition

Youngjo Lee, John A. Nelder, Yudi Pawitan
August 04, 2017

This is the second edition of a monograph on generalized linear models with random effects that extends the classic work of McCullagh and Nelder. It has been thoroughly updated, with around 80 pages added, including new material on the extended likelihood approach that strengthens the theoretical...

Adaptive Survey Design

1st Edition

Barry Schouten, Andy Peytchev, James Wagner
August 04, 2017

Adaptive survey designs (ASDs) provide a framework for data-driven tailoring of data collection procedures to different sample members, often for cost and bias reduction. People vary in how likely they are to respond and in how they respond. This variation leads to opportunities to selectively...

Statistical Regression and Classification: From Linear Models to Machine Learning

1st Edition

Norman Matloff
August 01, 2017

Statistical Regression and Classification: From Linear Models to Machine Learning takes an innovative look at the traditional statistical regression course, presenting a contemporary treatment in line with today's applications and users. The text takes a modern look at regression: * A thorough...

Exploratory Data Analysis with MATLAB

3rd Edition

Wendy L. Martinez, Angel R. Martinez, Jeffrey Solka
July 27, 2017

Praise for the Second Edition:"The authors present an intuitive and easy-to-read book. … accompanied by many examples, proposed exercises, good references, and comprehensive appendices that initiate the reader unfamiliar with MATLAB."—Adolfo Alvarez Pinto, International Statistical Review "...

Capture-Recapture Methods for the Social and Medical Sciences

1st Edition

Dankmar Bohning, Peter G.M. van der Heijden, John Bunge
July 17, 2017

Capture-recapture methods have been used in biology and ecology for more than 100 years. However, it is only recently that these methods have become popular in the social and medical sciences to estimate the size of elusive populations such as illegal immigrants, illicit drug users, or people with...

Statistical Analysis of Contingency Tables

1st Edition

Morten Fagerland, Stian Lydersen, Petter Laake
July 12, 2017

Statistical Analysis of Contingency Tables is an invaluable tool for statistical inference in contingency tables. It covers effect size estimation, confidence intervals, and hypothesis tests for the binomial and the multinomial distributions, unpaired and paired 2x2 tables, rxc tables, ordered rx2...

Uncertainty Analysis of Experimental Data with R

1st Edition

Benjamin David Shaw
July 11, 2017

"This would be an excellent book for undergraduate, graduate and beyond….The style of writing is easy to read and the author does a good job of adding humor in places. The integration of basic programming in R with the data that is collected for any experiment provides a powerful platform for...