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A list of all the posts and pages found on the site. For you robots out there is an XML version available for digesting as well.
Pages
About me
About me
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Posts
Intro to Batch Normalization
Published:
This is the introduction of Batch Normalization method in deep learning with some key concepts and rationale.
Intro to Adaptive Moment Estimation (ADAM)
Published:
This is the introduction of Adaptive Moment Estimation (ADAM) method with some key concepts of algorithms.
Intro to Generative Adversarial Networks
Published:
This is the introduction of Generative Adversarial Networks (GANs) method with some key concepts of machine learning, including KL divergence and MLE.
A Visual History of Nobel Prize Winners
Published:
This is one of the data science project from DataCamp which is about the History of Nobel Prize winners. Python codes and relative analysis will be shown in this article.
The GitHub History of the Scala Language
Published:
This is one of the data science project from DataCamp which is about the Contribution of GitHub of the Scala Language dataset. Python codes and relative analysis will be shown in this article.
The Android App Market on Google Play
Published:
This is one of the data science project from DataCamp which is about the Android Apps dataset. Python codes and relative analysis will be shown in this article.
TV, halftime shows, and the Big Game
Published:
This is one of the data science project from DataCamp which is about the Super Bowl dataset. Python codes and relative analysis will be shown in this article.
portfolio
Assessing the Effect of Class Type on Math Scores of the First
This project is one of the course projects of STA 207 at UC Davis.
Association of Cardiovascular Disease and Life Habits: Smoking, Physical Activities and Alcohol Usage
This is the data analysis projects of BST 223 at UC Davis.
Classification of COVID-19 with CT Images by CNNs
This project is the course projects of STA 221 at UC Davis, which is also the 2020 Kaggle CS Competition. 
Mandatory Jail Sentence Policy and Traffic Fatalities
This project is one of the course projects of STA 207 at UCD.
Meta Analysis of the Association between Cardiovascular Diseases and Covid-19
This project is the meta analysis projects of EPI 227 at UCD.
Predicting Long-Term Deposit in Bank Marketing with Predictive Modeling
This project is one of the course projects of STA 207 at UCD.
Risk of Developing Respiratory Infection with Vitamin-A Deficiency
This project is the course projects of STA 224 at UC Davis.
Summary of Model-based EM Algorithm and the Variants
This project is the course projects of STA 243 at UC Davis.
publications
A General Workflow to Analyze Key Cancer-related Genes Based on NCBI Illustrated by the Case of Gastric Cancer
Published in International Core Journal of Engineering, 2018
This paper is about some basic rationales of using NCBI database to apply statistical analysis
Recommended citation: Zhikuan Quan. A general workflow to analyze key cancer-related genes based on NCBI illustrated by the case of gastric cancer[J]. International Core Journal of Engineering. 2018, 4(10): 45-51
The Role of Chemotherapy Plus Immune Checkpoint Inhibitors in Oncogenic Driven Non-Small Cell Lung Cancer: A University of California Lung Cancer Consortium Retrospective Study
Published in JTO Clinical and Research Reports, 2022
In this paper, survival models with propensity score are fitted and compared to analyze the cancer data.
Recommended citation: Benjamin, David J., Shuai Chen, Joanna B. Eldredge, Shiruyeh Schokrpur, Debory Li, Zhikuan Quan, Jason W. Chan et al. "The Role of Chemotherapy Plus Immune Checkpoint Inhibitors in Oncogenic-Driven NSCLC: A University of California Lung Cancer Consortium Retrospective Study." JTO Clinical and Research Reports 3, no. 12 (2022): 100427.
talks
Statistical Methods of Cardiovascular Research
Published:
In this seminar, I will present the rationale behind statistical applications and a simple workflow for cardiology research. The goal here is to provide an overview of biostatistical procedures available to cardiovascular researchers.
Novel Statistical Methods on Identifying Subgroups and Predicting Individualized Treatment Effects with Clustered/Longitudinal Data
Published:
In this talk, I will present my PhD qualifying exam with topic about a novel statistical methods on identifying subgroups and predicting individualized treatment effects with clustered and longitudinal data.
teaching
Teaching experience 1
Undergraduate course, University 1, Department, 2014
This is a description of a teaching experience. You can use markdown like any other post.
Teaching experience 2
Workshop, University 1, Department, 2015
This is a description of a teaching experience. You can use markdown like any other post.