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11 Novembro 2020, 17:30 • Rita Sousa

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3.1. Models for Binary Choices (cont.)

3.2. Models for Ordered Choices

3.3. Models for Multinomial Choices

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4 Novembro 2020, 19:00 • Rita Sousa

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Illustration 5: Modelling the Choice Between Two Brands

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4 Novembro 2020, 17:30 • Rita Sousa

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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

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28 Outubro 2020, 19:00 • Rita Sousa

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Illustration 4: Explaining Capital Structure

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28 Outubro 2020, 17:30 • Rita Sousa

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1.2.1. Static Models (cont.)

Instrumental Variable Estimators

Illustration 3: Explaining Individual Wages (Questions 4.3-5)

1.2.2. Dynamic Models

Inconsistency of Estimators for Static Models

Instrumental Variable Estimators

Tests for Instruments Validity