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 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