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Yanfei Kang, Ph.D.

Research and Life

  • Home
  • Research
    • The 2020 Workshop on Feature-based Time Series Forecasting and Applications
    • The 2017 Beijing Workshop on Forecasting
  • Teaching
    • Bayesian Statistics, 2019 Autumn
    • 商业预测（MBA，2019年秋）
  • Life Partner
  • 康雁飞
  • Books
  • GitHub
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Dr. Yanfei Kang is Associate Professor of Statistics at Beihang University in China. Prior to that, she was Senior R&D Engineer in Big Data Group of Baidu Inc. Yanfei obtained her Ph.D. degree at Monash University in 2014. She worked as a postdoctoral research fellow during 2014 and 2015 at Monash University. Her research interests include time series forecasting, time series visualization, text mining and statistical computing.

Bayesian Statistics, 2019 Autumn

Lecture notes

L0: Course Introduction
L1: The Basics of Bayesian Statistics
L2: Bayesian Thinking
L3: Single-Parameter Models
L4: Multi-Parameter Models
L5: Introduction to Bayesian Computation
L6: Independent Monte Carlo Methods
L7: Markov chain Monte Carlo (MCMC) Methods
L8: Introduction to Bayesian Regression
L9: Applications of Bayesian Methods
L10: Review

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