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Data Science and Analytics

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Statistical Resources Workshop

General Materials

Data Science and Analytics (DSA) at UNT

Main DSA Website:  

Introduction to R course:  

More R and S-Plus materials:  

SPSS Short Course:  

SAS Short Course:  

Index of articles by DSA staff: http://it.unt.edu/researcharticlesindex

 

Recommended books for teaching and learning Bayesian statistical inference: Summary of each here.

 

Are you an instructor who would like to have some simulated data for statistics course instruction, assignments, etc.? Check out the nation of Examplonia:  

List of academic journals focused on statistics and/or research methods: http://it.unt.edu/rss-academic-journals

 

Miscellaneous other links: http://it.unt.edu/research-resources

Basic online statistics textbook

The Rice Virtual Lab in Statistics: http://onlinestatbook.com/rvls/

 

David Lane's site offers a good refresher for some basic content: http://davidmlane.com/hyperstat/index.html

Basic through advanced online statistics textbooks/resources

Statistics on the Web: http://www.claviusweb.net/statistics.shtml

 

STATNOTES. http://faculty.chass.ncsu.edu/garson/pa765/statnote.htm *Unfortunately, most of this content has been migrated to a 'pay for' format. The STATNOTES content has been migrated to the following site: http://www.statisticalassociates.com/ <-- then click on "E-BOOK LIST".

 

STATSOFT: http://www.statsoft.com/textbook/

 

A great deal of useful information is available at the http://www.personality-project.org/ including an entire textbook for "Using R for Personality Research."

 

Statistical learning textbooks:

        http://www-bcf.usc.edu/~gareth/ISL/index.html

 

        http://statweb.stanford.edu/~tibs/ElemStatLearn/

Miscellaneous other resources

UNT’s library system: http://www.library.unt.edu/

 

Sage Series: Quantitative Applications in the Social Sciences: http://www.sagepub.com/productSearch.nav?seriesId=Series486

 

STAT-L is a comprehensive searchable listserv site: http://lists.mcgill.ca/scripts/wa.exe?S1=stat-l 

STAT-L FAQ: http://www-personal.umich.edu/~dronis/statfaq.htm

 

UCLA Statistical Consulting: http://www.ats.ucla.edu/stat/overview.htm

 

RSeek (an R specific search engine): http://www.rseek.org/

 

JSTOR (an electronic database for a diverse literature): http://www.jstor.org/

 

Google: http://www.google.com

 

Scholarpedia: http://www.scholarpedia.org/article/Main_Page

 

Wikipedia: http://en.wikipedia.org/wiki/Main_Page

 

YouTube: http://www.youtube.com/watch?v=mL27TAJGlWc

 

 

Other (potentially) useful materials...  1  2  3  4  5  7 

 

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UNT home page

Contact Information

Jon Starkweather, PhD

Jonathan.Starkweather@unt.edu

940-565-4066

Richard Herrington, PhD

Richard.Herrington@unt.edu

940-565-2140

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Last updated: 2018.11.02 by Jon Starkweather.

Copyright 2012, 2013, 2014, 2015, 2016, 2017, 2018 by Jonathan D. Starkweather.

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