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Data Analysis Using Regression and Multilevel/Hierarchical Models

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Data Analysis Using Regression and Multilevel/Hierarchical Models is a comprehensive manual for the applied researcher who wants to perform data analysis using linear and nonlinear regression and multilevel models. The book introduces a wide variety of models, whilst at the same time instructing the reader in how to fit these models using available software packages. The book illustrates the concepts by working through scores of real data examples that have arisen from the authors' own applied research, with programming codes provided for each one. Topics covered include causal inference, including regression, poststratification, matching, regression discontinuity, and instrumental variables, as well as multilevel logistic regression and missing-data imputation. Practical tips regarding building, fitting, and understanding are provided throughout. Author resource page: http://www.stat.columbia.edu/~gelman/arm/

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Artificial Intelligence in Power System Optimization
Artificial Intelligence in Power System Optimization

With the considerable increase of AI applications, AI is being increasingly used to solve optimization problems in engineering. In the past two decades, the applications of artificial intelligence in power systems have attracted much research. This book covers the current level of applications of artificial intelligence to the optimization...

Beginning Scala
Beginning Scala
The open source Scala language is a Java–based dynamic scripting, functional programming language. Moreover, this highly scalable scripting language lends itself well to building Cloud–based/deliverable Software as a Service (SaaS) online applications.

Written by Lift Scala web framework founder and lead...

Advances in Robotics Research: Theory, Implementation, Application
Advances in Robotics Research: Theory, Implementation, Application
The German Workshop on Robotics is a convention of roboticists from academia and industry working on mathematical and algorithmic foundations of robotics, on the design and analysis of robotic systems as well as on robotic applications. Selected contributions from researchers in German-speaking countries as well as from the international robotics...

Handbook on the History of Mathematics Education
Handbook on the History of Mathematics Education

This is the first comprehensive International Handbook on the History of Mathematics Education, covering a wide spectrum of epochs and civilizations, countries and cultures. Until now, much of the research into the rich and varied history of mathematics education has remained inaccessible to the vast majority of scholars, not least...

Sams Teach Yourself Flickr in 10 Minutes
Sams Teach Yourself Flickr in 10 Minutes

Sams Teach Yourself Flickr in 10 Minutes offers straightforward, practical answers when you need fast results. By working through 10-minute lessons, you'll learn everything you need to know to upload, manage, and share your photos and videos with Flickr right now!


Julia 1.0 Programming: Dynamic and high-performance programming to build fast scientific applications, 2nd Edition
Julia 1.0 Programming: Dynamic and high-performance programming to build fast scientific applications, 2nd Edition

Enter the exciting world of Julia, a high-performance language for technical computing

Key Features

  • Leverage Julia's high speed and efficiency for your applications
  • Work with Julia in a multi-core, distributed, and networked environment
  • Apply Julia to...
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