Difference between revisions of "Statistics"

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: Table of setatistical tests
 
: Table of setatistical tests
 
: Institute for Digital Research and Education, UCLA
 
: Institute for Digital Research and Education, UCLA
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== Power and Sample Size Programs ==
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: http://www.epibiostat.ucsf.edu/biostat/sampsize.html
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: List of resources for power and sample size calculations
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: UCSF Division of Biostatistics

Revision as of 10:10, 23 October 2014

MOOCS

Mathematical Biostatistics Boot Camp 1

Coursera, Johns Hopkins
https://www.coursera.org/course/biostats
Thorough, but quite mathsy and formula-heavy. No programming required.

Statistics 2.*x (1 to 3)

EdX, Berkeley
https://www.edx.org/course/berkeley/stat2-1x/introduction-statistics/1138
Basic intro to statistics and probability. Extremely well-taught

Data Science Specialization

Coursera, Johns Hopkins
https://www.coursera.org/specialization/jhudatascience/1?utm_medium=listingPage
A series of ten courses including data processing, R programming, and statistics


Online Resources

Handbook of Biological Statistics

John H. McDonald
http://www.biostathandbook.com/
A comprehensive and well-written online textbook on biological data analysis


How to Share Data with a Statistician

http://simplystatistics.org/2013/11/14/the-leek-group-guide-to-sharing-data-with-a-statistician-to-speed-collaboration/
This excellent guide by Jeffrey Leek from Johns Hopkins Bloomberg School of Public Health explains how best to prepare, process and annotate raw data before sending it to a statistician for analysis. Also helpful if you do your own data analysis!


What Statistical Test should I use?

http://www.ats.ucla.edu/stat/mult_pkg/whatstat/default.htm
Table of setatistical tests
Institute for Digital Research and Education, UCLA

Power and Sample Size Programs

http://www.epibiostat.ucsf.edu/biostat/sampsize.html
List of resources for power and sample size calculations
UCSF Division of Biostatistics