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Data Analysis Toolkits


These are condensed notes covering selected key points. They are not intended to be comprehensive, and thus are not a substitute for the textbook or for class notes.

These toolkits are new editions as of Sept. 2001. If you find errors in them, please let me know.


  Kit # Description File Format
       

Toolkit 1 Displaying distributions pdf

Toolkit 2 Descriptive statistics pdf

Toolkit 3 Transforming distributions pdf

Toolkit 4 Confidence intervals pdf

Toolkit 5 Uncertainty and error propagation pdf

Toolkit 6 Nonlinear averaging pdf

Toolkit 7 Hypothesis testing, statistical significance, and statistical power pdf

Toolkit 8 Hodges-Lehman estimators pdf

Toolkit 9 Experimentwise error rates and statistical fishing expeditions pdf
  Toolkit 10 Simple linear regression pdf
  Toolkit 11 Serial correlation pdf
  Bayesian Intro to probability and Bayesian inference pdf
   
   
 

 


Copyright 2000 by Dept of Earth & Planetary Science