In the Swiss Alps
( photo credit: B.A. Roy)

Data Analysis Toolkits


These are condensed notes from my course, Analysis of Environmental Data

They are provided here because some people find them useful.  You are welcome to use them but if you want to reproduce and distribute them, you need to ask me (they are copyrighted for that reason).

Toolkit 1: Displaying distributions

Toolkit 2: Descriptive statistics

Toolkit 3: Transforming distributions

Toolkit 4: Confidence intervals

Toolkit 5: Uncertainty and error propagation

Toolkit 6: Nonlinear averaging

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

Toolkit 8: Hodges-Lehman Estimators

Toolkit 9: Experimentwise error rates and statistical fishing expeditions

Toolkit 10: Simple linear regression

Toolkit 11: Serial correlation

Toolkit 12: Weighted averages and their uncertainties

Bayesian inference notes








    

Contact Information

James W. Kirchner
Mailing address: Department of Earth and Planetary Science
University of California, Berkeley, CA 94720-4767
e-mail: <lastname>@berkeley.edu

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