ECONOMETRICS II

 

 

                                                                                                                                     Professor Robert A. Miller  ramiller@cmu.edu   

 

                                                                                                                                     Teaching Assistants

 Jaepil Lee jaepill@andrew.cmu.edu

                                                                                                                                     Martin Michelini martinmi@andrew.cmu.edu

Yizhen Xie yizhenxi@andrew.cmu.edu

 

 

 

SYLLABUS

 

SCHEDULE

 

 

 

INTRODUCTION TO STRUCTURAL MODELS

 

 

ASSIGNMENT MATERIAL

 

 

VIDEO RECORDING

Monday October 24

Wednesday October 26

Monday October 31

Wednesday November 2

1 Overview

2 Job Matching and Turnover

3 Continuous Choices in Competitive Equilibrium

4. Human Capital and Durable Goods

 

1 Baysian Learning

 

2 Consumption Smoothing

Overview Part 1, Overview Part 2 , Passcode: 2a0b=FqG

Job Matching and Turnover, Passcode: Jw^7L6&W

Continuous Choices in Competitive Eq, Passcode: jLpBX?=0

Human Capital and Durable Goods, Passcode: #5FVjqg@

 

 

SMOOTHING THE DATA

 

 

 

Wedneday November 9

Monday November 14

Wednesday November 16

5 Linear Models

6 Nonlinear Parametric Estimators

7 Nonparametric Methods

 

3 Linear Estimators

 

Linear Models, Passcode: 1c12V#AT

Nonlinear Parametric Estimators, Passcode: 2g2$Lg7r

Nonparametric Methods, Passcode: 6jd*.A.K

 

 

PROBABILITY

 

 

 

Monday November 21 Monday November 28

8  Probability and Convergence

9  Law of Large Numbers and Central Limit Theorems

 

4 Probability and Convergence

Probability and Convergence, Passcode: 7nzyW&!P

LLN and CLT, Passcode: mu$s7P7B

 

ASYMPTOTIC THEORY FOR NONLINEAR MODELS

 

 

 

Wednesday November 30

Friday December 2

 

Friday December 9

 

10 Large Sample Properties of Extremum Estimators

11 Asymptotic Efficiency

 

14 Final in Class Examination

 

Large Sample Properties of Extremum Estimators, Passcode: ?j15#sq+

Asymptotic Efficiency, Passcode: &8J1mL9J

Testing Parametric Models, Passcode: Of30+zi^