Advanced Topics
Post-grad notes on new research techniques
Propensity Score Weighting Analysis
Unlike randomized clinical trials, observational studies must adjust for differences such as conf...
Heterogeneous Graph Learning
Knowledge graphs are visualization of information with multi-type relations (edges) among some mu...
Sampling
In the practical use of statistics, we don't have an infinite amount of data. An enormous amount ...
Forecasting with Geospacial Data
Geo-statistics is a subfield of statistics focused on spatial or spatiotemporal datasets, AKA dat...
Advanced Machine Learning
Recall that in an ordinary multiple linear regression, we have a set of p predictor variables mea...