Discrete and Continous-time Markov Chains
Published:
Discrete-time Markov Chain, Mover-Stayer Model, Continous-time Markov Chain, Poisson Process, Kolmogorov’s Differential Equations
Blog posts
2023
An Example of Estimating ITT and LATE via Instrumental Variable
Published:
An example estimating the Intention-to-treat (ITT) effect and the Local Average Treatment Effect (LATE) of a public health policy.
2022
Linear Regression and Regularization
Published:
Linear Regression, Non-linear Relationship, Bias-Variance Tradeoff, Regularization
Linear vs. Logistic Regression
Published:
Linear Regression, Logistic Regression, and their difference