LSSTC Data Science Fellowship Program

Videos

September 9, 2019

• A. Miller: Understanding Data & Statistical Forecasting Problem

• A. Miller: Building a Metropolis-Hatings Sampler Problem

• David Hogg: An Introduction to Bayesian Statistics

September 10, 2019

• Megan Bedell: Multi-dimentional Integration with MCMC Problem

• Megan Bedell: An Introduction to MCMC Sampling

• Dan Foreman-Mackey: Multimodal MCMC Solutions Problem

• Dan Foreman-Mackey: Advanced Sampling

• A. Mantz: Probabalistic Graphical Models

September 11, 2019

• Will Farr: Model Building & Common Likelihoods and Priors Found in Nature Problem

September 12, 2019

• Ruth Angus: An Introduction to Hierarchical Bayesian Models

• Ruth Angus: Solving for Population Distributions Using HBM Problem

• Rodrigo Luger: Regularization and Ridge Regression & Regularization and Ridge Regression Problem

• Adam Mantz: Missing Information and Selection Effects: Challenges for Astronomers & Missing Information and Selection Effects Problem

September 13, 2019

• Adam Mantz: Calculating the Bayes Factor

• Adam Mantz: Model Selection