Statistics

Statistics for the Social and Behavioral Sciences

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Adaptive Survey Design

Featured

Barry Schouten, Andy Peytchev, James Wagner
August 4, 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 deplo...

Survey Sampling

Arijit Chaudhuri
July 24, 2018

This venture aspires to be a mix of a textbook at the undergraduate and postgraduate levels and a monograph to catch the attention of researchers in theoretical and practical aspects of survey sampling at diverse levels demanding a comprehensive review of what useful materials have preceded, with...

R Markdown: The Definitive Guide

Yihui Xie, J.J. Allaire, Garrett Grolemund
July 17, 2018

R Markdown: The Definitive Guide is the first official book authored by the core R Markdown developers that provides a comprehensive and accurate reference to the R Markdown ecosystem. With R Markdown, you can easily create reproducible data analysis reports, presentations, dashboards, interactive...

Multiple Imputation in Practice: With Examples Using IVEware

Trivellore Raghunathan, Patricia A. Berglund, Peter W. Solenberger
July 12, 2018

Multiple Imputation in Practice: With Examples Using IVEware provides practical guidance on multiple imputation analysis, from simple to complex problems using real and simulated data sets. Data sets from cross-sectional, retrospective, prospective and longitudinal studies, randomized clinical...

Bayesian Demographic Estimation and Forecasting

John Bryant, Junni L. Zhang
July 03, 2018

Bayesian Demographic Estimation and Forecasting presents three statistical frameworks for modern demographic estimation and forecasting. The frameworks draw on recent advances in statistical methodology to provide new tools for tackling challenges such as disaggregation, measurement error, missing...

Nonparametric Models for Longitudinal Data: With Implementation in R

Colin O. Wu, Xin Tian
May 15, 2018

Nonparametric Models for Longitudinal Data with Implementations in R presents a comprehensive summary of major advances in nonparametric models and smoothing methods with longitudinal data. It covers methods, theories, and applications that are particularly useful for biomedical studies in the era...

Multistate Models for the Analysis of Life History Data

Richard J Cook, Jerald F. Lawless
May 04, 2018

Multistate Models for the Analysis of Life History Data provides the first comprehensive treatment of multistate modeling and analysis, including parametric, nonparametric and semiparametric methods applicable to many types of life history data. Special models such as illness-death, competing risks...

Handbook of Educational Measurement and Psychometrics Using R

Christopher D. Desjardins, Okan Bulut
May 02, 2018

Currently there are many introductory textbooks on educational measurement and psychometrics as well as R. However, there is no single book that covers important topics in measurement and psychometrics as well as their applications in R. The Handbook of Educational Measurement and Psychometrics...

A Practical Guide to Age-Period-Cohort Analysis: The Identification Problem and Beyond

Wenjiang Fu
April 25, 2018

Age-Period-Cohort analysis has a wide range of applications, from chronic disease incidence and mortality data in public health and epidemiology, to many social events (birth, death, marriage, etc) in social sciences and demography, and most recently investment, healthcare and pension contribution...

Mathematical Theory of Bayesian Statistics

Sumio Watanabe
April 23, 2018

Mathematical Theory of Bayesian Statistics introduces the mathematical foundation of Bayesian inference which is well-known to be more accurate in many real-world problems than the maximum likelihood method. Recent research has uncovered several mathematical laws in Bayesian statistics, by which...

A Gentle Introduction to Stata

Alan C. Acock
April 12, 2018

Alan C. Acock's A Gentle Introduction to Stata, Sixth Edition is aimed at new Stata users who want to become proficient in Stata. After reading this introductory text, new users will be able not only to use Stata well but also to learn new aspects of Stata. Acock assumes that the user is not...

Behavioral Research and Analysis: An Introduction to Statistics within the Context of Experimental Design, Fourth Edition

Max Vercruyssen, Hal W. Hendrick
February 05, 2018

Now in its fourth edition, Behavioral Research and Analysis: An Introduction to Statistics within the Context of Experimental Design presents an overview of statistical methods within the context of experimental design. It covers fundamental topics such as data collection, data analysis,...

Handbook of Item Response Theory, Three Volume Set

Wim J. van der Linden
January 25, 2018

Drawing on the work of 75 internationally acclaimed experts in the field, Handbook of Item Response Theory, Three-Volume Set presents all major item response models, classical and modern statistical tools used in item response theory (IRT), and major areas of applications of IRT in educational and...

Conferences

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