Sumários
Models for Binary and Ordered Choices
20 Novembro 2024, 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
13 Novembro 2024, 19:00 • Joaquim Ramalho
3. Discrete Choice Models
3.1. Models for Binary Choices
Illustration 5: Modelling the Choice Between Two Brands
Nonlinear Regression Analysis
13 Novembro 2024, 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
The Linear Regression Model with Panel Data (cont.)
6 Novembro 2024, 19:00 • Joaquim Ramalho
Illustration
3: Explaining Individual Wages
1.2.2.
Dynamic Models
- Inconsistency
of Estimators for Static Models
- Instrumental
Variable Estimators
The Linear Regression Model with Panel Data
6 Novembro 2024, 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