Variations in earthquake frequency and seismicity
DataCamp
Case Studies in Statistical Thinking
CASE STUDIES IN STATISTICAL THINKING
Justin Bois Lecturer, Caltech
Variations in earthquake frequency and seismicity
DataCamp
Case Studies in Statistical Thinking
Movements along faults cause earthquakes
DataCamp
Mt. St. Helens
Case Studies in Statistical Thinking
DataCamp
Mt. St. Helens earthquakes
Case Studies in Statistical Thinking
DataCamp
Wastewater injection in Oklahoma
Case Studies in Statistical Thinking
DataCamp
Seismic Oklahoma
Case Studies in Statistical Thinking
DataCamp
Case Studies in Statistical Thinking
CASE STUDIES IN STATISTICAL THINKING
Let's practice!
DataCamp
Case Studies in Statistical Thinking
CASE STUDIES IN STATISTICAL THINKING
Justin Bois Lecturer, Caltech
Earthquake magnitudes in Oklahoma
DataCamp
Seismicity around Mt. St. Helens
Case Studies in Statistical Thinking
DataCamp
ECDF of Mt. St. Helens earthquakes
Case Studies in Statistical Thinking
DataCamp
Case Studies in Statistical Thinking
Magnitudes in Oklahoma Verify that the Gutenberg-Richter Law holds before and after 2010
Compute b-values
Perform hypothesis test
DataCamp
Case Studies in Statistical Thinking
CASE STUDIES IN STATISTICAL THINKING
Let's practice!
DataCamp
Case Studies in Statistical Thinking
CASE STUDIES IN STATISTICAL THINKING
Closing comments Justin Bois Lecturer, Caltech
DataCamp
Fractional improvment in finals
Case Studies in Statistical Thinking
DataCamp
Quantifying the Current Controversy
Case Studies in Statistical Thinking
DataCamp
Case Studies in Statistical Thinking
Inter-earthquake times of the Parkfield sequence
DataCamp
Oklahoma earthquakes
Case Studies in Statistical Thinking
DataCamp
Active bout lengths
Case Studies in Statistical Thinking
DataCamp
Each data set offers unique challenges
Case Studies in Statistical Thinking
DataCamp
Each data set offers unique challenges
Case Studies in Statistical Thinking
DataCamp
My goals for you Recognize your opportunity to learn and contribute
Case Studies in Statistical Thinking
DataCamp
My goals for you Sharpen hacker stats skills Bootstrap confidence intervals Permutation and boostrap hypothesis tests Kolmogorov-Smirnov test Location parameters Log-linear regression
Case Studies in Statistical Thinking
DataCamp
My goals for you Statistical inference pipeline EDA Parameter estimation/confidence intervals Hypothesis test
Case Studies in Statistical Thinking
DataCamp
My goals for you Ability to frame precise questions
Case Studies in Statistical Thinking
DataCamp
Case Studies in Statistical Thinking
CASE STUDIES IN STATISTICAL THINKING
Go forth and data!
Case Studies in Statistical Thinking
CASE STUDIES IN STATISTICAL THINKING
Justin Bois Lecturer, Caltech
Variations in earthquake frequency and seismicity
DataCamp
Case Studies in Statistical Thinking
Movements along faults cause earthquakes
DataCamp
Mt. St. Helens
Case Studies in Statistical Thinking
DataCamp
Mt. St. Helens earthquakes
Case Studies in Statistical Thinking
DataCamp
Wastewater injection in Oklahoma
Case Studies in Statistical Thinking
DataCamp
Seismic Oklahoma
Case Studies in Statistical Thinking
DataCamp
Case Studies in Statistical Thinking
CASE STUDIES IN STATISTICAL THINKING
Let's practice!
DataCamp
Case Studies in Statistical Thinking
CASE STUDIES IN STATISTICAL THINKING
Justin Bois Lecturer, Caltech
Earthquake magnitudes in Oklahoma
DataCamp
Seismicity around Mt. St. Helens
Case Studies in Statistical Thinking
DataCamp
ECDF of Mt. St. Helens earthquakes
Case Studies in Statistical Thinking
DataCamp
Case Studies in Statistical Thinking
Magnitudes in Oklahoma Verify that the Gutenberg-Richter Law holds before and after 2010
Compute b-values
Perform hypothesis test
DataCamp
Case Studies in Statistical Thinking
CASE STUDIES IN STATISTICAL THINKING
Let's practice!
DataCamp
Case Studies in Statistical Thinking
CASE STUDIES IN STATISTICAL THINKING
Closing comments Justin Bois Lecturer, Caltech
DataCamp
Fractional improvment in finals
Case Studies in Statistical Thinking
DataCamp
Quantifying the Current Controversy
Case Studies in Statistical Thinking
DataCamp
Case Studies in Statistical Thinking
Inter-earthquake times of the Parkfield sequence
DataCamp
Oklahoma earthquakes
Case Studies in Statistical Thinking
DataCamp
Active bout lengths
Case Studies in Statistical Thinking
DataCamp
Each data set offers unique challenges
Case Studies in Statistical Thinking
DataCamp
Each data set offers unique challenges
Case Studies in Statistical Thinking
DataCamp
My goals for you Recognize your opportunity to learn and contribute
Case Studies in Statistical Thinking
DataCamp
My goals for you Sharpen hacker stats skills Bootstrap confidence intervals Permutation and boostrap hypothesis tests Kolmogorov-Smirnov test Location parameters Log-linear regression
Case Studies in Statistical Thinking
DataCamp
My goals for you Statistical inference pipeline EDA Parameter estimation/confidence intervals Hypothesis test
Case Studies in Statistical Thinking
DataCamp
My goals for you Ability to frame precise questions
Case Studies in Statistical Thinking
DataCamp
Case Studies in Statistical Thinking
CASE STUDIES IN STATISTICAL THINKING
Go forth and data!
