Closing comments

Casestudies in statistisch denken

Justin Bois

Lecturer, Caltech

Fractional improvment in finals

Casestudies in statistisch denken

Quantifying the Current Controversy

Casestudies in statistisch denken

Inter-earthquake times of the Parkfield sequence

Casestudies in statistisch denken

Oklahoma earthquakes

1 Data source: USGS ANSS Comprehensive Earthquake Catalog (ComCat)
Casestudies in statistisch denken

Active bout lengths

1 Data courtesy of Avni Gandhi, Grigorios Oikonomou, and David Prober, Caltech
Casestudies in statistisch denken

Each dataset offers unique challenges

Casestudies in statistisch denken

Each dataset offers unique challenges

1 Fault data: USGS Quaternary Fault Fault and Fold Database of the United States 2 Earthquake data: USGS ANSS Comprehensive Earthquake Catalog (ComCat)
Casestudies in statistisch denken

My goals for you

  • Recognize your opportunity to learn and contribute
Casestudies in statistisch denken

My goals for you

  • Sharpen hacker stats skills
    • Bootstrap confidence intervals
    • Permutation and bootstrap hypothesis tests
    • Kolmogorov-Smirnov test
    • Location parameters
    • Log-linear regression
Casestudies in statistisch denken

My goals for you

  • Statistical inference pipeline
    • EDA
    • Parameter estimation/confidence intervals
    • Hypothesis test
Casestudies in statistisch denken

My goals for you

  • Ability to frame precise questions
Casestudies in statistisch denken

Go forth and data!

Casestudies in statistisch denken

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