Zihan Zhang (张子涵)
Keep smiling.
Keep smiling.
Modeling the Air Pollution in China – Based on Gaussian Process Abstract The Gaussian Process (GP) is a powerful model...
Additive Models Slides of Additive Models, present on WISER club machine learning group on Nov.1, 2022.
A Note on Random Utility Framework and Generalized Linear Models 1. Random Utility Framework, Logit and Probit Suppose “i” individuals...
An Overview of Causal Inference Abstract In this note, I am going to write an overview of the part of...
A Neural Network Model for Predicting Nationalities when IIA Fails Author: Zhaokun Zhang, Zihan Zhang, For the challange. Abstract In...
Polynomial and Linear CART and their realization with R Author: ZHANG Zihan The note is written in Markdown with PDF...
Is your nationality a secret?–evidence from 2016 ESS data and regularization method Author: Zhaokun Zhang, Zihan Zhang **For the challange...
Independence of Irrelevant Alternatives (IIA) Assumptions and some Extentions Author: ZHANG Zihan Abstract In this note, I would like to...
The Bootstrap Estimate for Standard Error Author: Zihan Zhang Abstract Bootstrap is a simple method used to estimate the standard...
Abstract In this note, I would like to have a basic overview about the Naïve Bayes Classifier, which is a...