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

- Tests for Instruments Validity

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