Sumários
Models for Binay and Ordered Choices
12 Novembro 2025, 17:30 • Joaquim Ramalho
3.1. Models for Binary Choices
Illustration 6: Health Care Expenses and Consultations
3.2. Models for Ordered Choices
Illustration 7: Explaining Firm’s Credit Ratings
Discrete Choice Models
5 Novembro 2025, 19:00 • Joaquim Ramalho
Illustration 5: Modelling the Choice Between Two Brands
Nonlinear Regression Analysis
5 Novembro 2025, 17:30 • Joaquim Ramalho
2. Nonlinear Regression Analysis
2.1. Model Estimation
2.1.1. Maximum Likelihood
2.1.2. Quasi-Maximum Likelihood
2.2. Model Inference and Evaluation
2.3. Panel Data Models
3. Discrete Choice Models
3.1. Models for Binary Choices
The Linear Regression Model with Panel Data
29 Outubro 2025, 17:30 • Joaquim Ramalho
1.2. The Linear Regression Model with Panel Data
1.2.1. Static Models
- Definitions
- Models
- Fixed Effects versus Random Effects
- Estimators for the Random Effects Model
- Estimators for the Fixed Effects Model
- Cluster-Robust Inference
- Hausman Test