Sumários

Binary and Ordered Choices

22 Novembro 2023, 17:30 • Joaquim Ramalho

Illustration 6: Health Care Expenses and Consultations

3.2. Models for Ordered Choices

Illustration 7: Explaining Firm’s Credit Ratings

Models for Binary Choices

15 Novembro 2023, 19:00 • Joaquim Ramalho

Illustration 5: Modelling the Choice Between Two Brands

Nonlinear Regression Analysis

15 Novembro 2023, 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

8 Novembro 2023, 19:00 • 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

The Linear Regression Model with Panel Data

8 Novembro 2023, 17:30 • Joaquim Ramalho

Illustration 3: Explaining Individual Wages
1.2.2. Dynamic Models
- Inconsistency of Estimators for Static Models
- Instrumental Variable Estimators
- Tests for Instruments Validity