PinnedZoe HuangStatistics: Frequentist vs. Bayesian. Do you know the differences?So far, there are two main approaches to statistical inference, frequentist and Bayesian. In this article, I will explain how they…Oct 24, 20233Oct 24, 20233
Zoe HuangA comprehensive introduction to the ARCH modelThe ARCH (autoregressive conditional heteroscedastic) model and its extension GARCH (generalized autoregressive conditional…3d ago3d ago
Zoe HuangIntro to Poisson Regression and How to Handle the OverdispersionIn my previous article, I introduced the Poisson Process and how to build a non-homogeneous Poisson Process model to describe count data.Apr 5Apr 5
Zoe HuangAn Introduction to Non-Homogeneous Poisson Process and Its ApplicationPre-knowledge: Poisson DistributionMar 13Mar 13
Zoe HuangCramer-Rao Bound vs Confidence IntervalIn the article listed above, I give a guide to Cramer-Rao Lower Bound (CRLB), including the explanation, derivation and an example about…Oct 6, 2023Oct 6, 2023
Zoe HuangA Guide to Cramer-Rao Lower Bound1. What is Cramer-Rao Lower Bound (CRLB)?Oct 5, 2023Oct 5, 2023