Statistical Resources Workshop

Data Science and Analytics

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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