Data Science
2024
8
- Univariate Financial Time Series Analysis: Asset Returns, ARCH/GARCH Effects, and Volatility Modeling
- Logistic Regression: Binary Responses, Linear Probability Models, and Logit Models
- Experimental Design Methods: ANOVA, one-factor experiments, and multi-factor experiments Exploratory Data Analysis: Descriptive Statistics, Visualization, and Preprocessing
- Linear Time Series Analysis: Stationarity, ARMA, and ARIMA Multivariate Statistical Analysis: Discriminant Analysis, PCA, and Factor Analysis
- Statistical Forecasting: Qualitative Methods, Quantitative Methods, and Error Evaluation Statistical Decision Theory: Risk, Uncertainty, and Multi-Objective Decisions
2023
2