Building intuition about correlations (and a bit of Python linear algebra)ĥ.3. Visualization of the Central Limit TheoremĤ.8. Error propagation: Example 3.6.2 in SiviaĤ.7. Parameter estimation example: fitting a straight line IIĤ.6. Metropolis-Hasting MCMC sampling of a Poisson distributionĤ.4. Follow-up: fluctuation trends with # of points and data errorsģ.2. Linear algebra games including SVD for PCAĢ.12. Assignment: Follow-ups to Parameter Estimation notebooksĢ.11. Amplitude of a signal in the presence of backgroundĢ.9. Linear Regression and Model Validation demonstrationĢ.8. Parameter estimation example: fitting a straight lineĢ.6. Assignment: 2D radioactive lighthouse location using MCMCĢ.5. Parameter estimation example: Gaussian noise and averagesĢ.3. Standard medical example by applying Bayesian rules of probabilityĢ.2. Interactive Bayesian updating: coin flipping exampleġ.6. Checking the sum and product rules, and their consequencesġ.5.
0 Comments
Leave a Reply. |