Statistics

Statistics for the Social and Behavioral Sciences

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Exploratory Multivariate Analysis by Example Using R, Second Edition

Francois Husson, Sebastien Le, Jérôme Pagès
April 25, 2017

Full of real-world case studies and practical advice, Exploratory Multivariate Analysis by Example Using R, Second Edition focuses on four fundamental methods of multivariate exploratory data analysis that are most suitable for applications. It covers principal component analysis (PCA) when...

Meta-Analysis in Psychiatry Research: Fundamental and Advanced Methods

Mallikarjun B. Hanji
March 21, 2017

This book introduces the latest meta-analytical methods and discusses their applications in the field of psychiatry. A comprehensive list of methods used in meta-analysis has been described in simple language and demonstrated with real-time examples. This informative volume explains the importance...

Multilevel Modeling Using Mplus

Holmes Finch, Jocelyn Bolin
December 22, 2016

This book is designed primarily for upper level undergraduate and graduate level students taking a course in multilevel modelling and/or statistical modelling with a large multilevel modelling component. The focus is on presenting the theory and practice of major multilevel modelling...

Correspondence Analysis in Practice, Third Edition

Michael Greenacre
December 20, 2016

Drawing on the author’s 45 years of experience in multivariate analysis, Correspondence Analysis in Practice, Third Edition, shows how the versatile method of correspondence analysis (CA) can be used for data visualization in a wide variety of situations. CA and its variants, subset CA, multiple CA...

A Concise Introduction to Statistical Inference

Jacco Thijssen
December 15, 2016

This short book introduces the main ideas of statistical inference in a way that is both user friendly and mathematically sound. Particular emphasis is placed on the common foundation of many models used in practice. In addition, the book focuses on the formulation of appropriate statistical models...

Multi-State Survival Models for Interval-Censored Data

Ardo van den Hout
December 02, 2016

Multi-State Survival Models for Interval-Censored Data introduces methods to describe stochastic processes that consist of transitions between states over time. It is targeted at researchers in medical statistics, epidemiology, demography, and social statistics. One of the applications in the book...

Small Area Estimation and Microsimulation Modeling

Azizur Rahman, Ann Harding
December 01, 2016

Small Area Estimation and Microsimulation Modeling is the first practical handbook that comprehensively presents modern statistical SAE methods in the framework of ultramodern spatial microsimulation modeling while providing the novel approach of creating synthetic spatial microdata. Along with...

Multivariate Statistical Methods: A Primer, Fourth Edition

Bryan F.J. Manly, Jorge A. Navarro Alberto
October 11, 2016

Multivariate Statistical Methods: A Primer provides an introductory overview of multivariate methods without getting too deep into the mathematical details. This fourth edition is a revised and updated version of this bestselling introductory textbook. It retains the clear and concise style of the...

Complex Survey Data Analysis with SAS

Taylor H. Lewis
September 01, 2016

Complex Survey Data Analysis with SAS® is an invaluable resource for applied researchers analyzing data generated from a sample design involving any combination of stratification, clustering, unequal weights, or finite population correction factors. After clearly explaining how the presence of...

Mixture Model-Based Classification

Paul D. McNicholas
August 19, 2016

"This is a great overview of the field of model-based clustering and classification by one of its leading developers. McNicholas provides a resource that I am certain will be used by researchers in statistics and related disciplines for quite some time. The discussion of mixtures with heavy tails...

Handbook of Item Response Theory, Volume One: Models

Wim J. van der Linden
August 15, 2016

Drawing on the work of internationally acclaimed experts in the field, Handbook of Item Response Theory, Volume One: Models presents all major item response models. This first volume in a three-volume set covers many model developments that have occurred in item response theory (IRT) during the...

Big Data and Social Science: A Practical Guide to Methods and Tools

Ian Foster, Rayid Ghani, Ron S. Jarmin, Frauke Kreuter, Julia Lane
August 09, 2016

Both Traditional Students and Working Professionals Acquire the Skills to Analyze Social Problems. Big Data and Social Science: A Practical Guide to Methods and Tools shows how to apply data science to real-world problems in both research and the practice. The book provides practical guidance on...

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