Basics of Data Modeling There article introduces the basics of data modeling 2023-06-16 Database #Basics #Data Modeling
Synthetic Control Method This article introduce the Synthetic Control Method. 2023-05-22 Causal Inference #SCM
Difference-in-differences Method This article introduce the Difference-in-differences method. 2023-05-21 Causal Inference #DID
Propensity Score Matching This article introduce the idea and procedures of PSM. 2023-05-11 Causal Inference #Causal Effect Estimation #PSM
Support Vector Machine(SVM) This article discusses the idea of support vector machine. 2023-04-30 Machine Learning #SVM
Basics of Markov Chain This article go through the basic knowledge of Markov Chain 2023-04-23 Probability & Statistics #Markov Chain #Stochastic Process
Basics of Linear Algebra This article go through the basic knowledge of linear algebra. 2023-04-18 Probability & Statistics #Basic Knowledge #Linear Algebra
Common Dimension Reduction Methods Introduce common dimension reduction techniques 2023-04-18 Machine Learning #Dimension Reduction
Evaluation for Clustering Model This article discuss about evaluation methods for Clustering Model 2023-03-06 Machine Learning #Model Evaluation #Clustering