Basics of Statistical Analysis
Statistical analyses involves both data collection and analysis, usually using software such as R. The books here are helpful introductions to both reading data and using software, particularly for students with little prior statistical training. They are also great starting points to identify further methodological articles or books that discuss more critical elements of statistical analyses.
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The SAGE Dictionary of Statistics and Methodology: a nontechnical guide for the social sciences
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Call Number: Online ResourceISBN: 1483381765Publication Date: 2015This dictionary provides students new to statistics with all the terminology, theory, and methods explanations they need to understand the literature and begin developing their own projects. This is best as a reference to use as you begin to embark on statistical research and analysis. -
A Gentle Introduction to STATA
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Call Number: QA276.45.S73 A26 2016ISBN: 1597181854Publication Date: 2016This introduction to STATA is intended to provide a clear and concise discussion of how to use the software for people without significant experience in the statistics or software field. -
Discovering Statistics Using R
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Call Number: HA32 .F537 2012ISBN: 9781446200469Publication Date: 2012This volume gives an in-depth introduction to using R, though it avoids too much of the theory or concepts underpinning the software. It is best for students who need to learn how to use R, but do not need (yet) the theoretical background of statistical analysis.
Library Website Resources
This box contains links to LibGuides, research workshops, and more from the Library website that provide help with statistical analyses and research.
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Statistical Consulting ServicesThis free service is run by U of I graduate students for the UIUC student, faculty, and staff community to help with data-related questions. Their consultants have expertise in a variety of statistical software, including R, Stata, SPSS and SAS, ATLAS.ti. A helpful resource for independent projects and data-focused class work-- in person and online services available.
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STATA LibGuideA LibGuide from the Social Sciences, Health, and Education Library at UIUC to provide users an introduction to STATA data analysis and statistical software. If you're planning to use STATA for your research, this is a great place to start!
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Introduction to R on LinkedIn LearningA free LinkedIn Learning course (through UIUC, sign in with the SSO) to introduce R and how to use it for statistical analyses. This is a great place to start if you're considering using R for a research project.