Seonglae ChoProbabilistic Modeling
The use of probability distributions to represent models, perform inference, and quantify uncertainty.
Different representation suits for specific statistic model so representation matters.
Predictor is a model or function that generates predictions based on input data.
Models make a lot of assumptions and many of these assumptions are not met.
Statistical Models
Statistical Model Concepts
The only correct model is the world itself.
All models are wrong, but some are useful - George E.P. Box