Limited dependent variable and count data models in Stata · advanced inference

Introduction

What this guide covers

Introduction Advanced Microeconometrics Module

Overview

Topics covered

• Introduction
• Limited Response Models and Count Data in STATA
• The Inadequacy of OLS in the Face of Non-Continuous Dependent Variables
• Logit and Probit Models: Specification and Latent Variable
• 2.1 The Latent Variable Approach
• Logit Specification

Related concepts

Main connections

• Logistic regression
• Maximum likelihood estimation
• Poisson distribution
• Binomial distribution
• Mean & expected value
• Diagnostic test evaluation & ROC

Compatible notation

Mathematical sample in LaTeX

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