References
Computational Economics
1
Preface
INTRODUCTION
2
Course Administration
3
First Steps
4
Data Structures
5
Basic Programming Techniques
6
Debugging
7
Vectors and Matrices
8
Plotting using
matplotlib
ADVANCED TECHNIQUES
9
Functions
10
Object Oriented Programming
DATA ANALYSIS
11
Working with Data I: Data Cleaning
12
Working with Data II: Statistics
13
Working with Data III: Case Study
14
Working with Data from the Web I
15
Working with Data from the Web II
16
Regular Expressions
17
Random Numbers
18
Random Numbers II: An Infectious Disease Simulation
OPTIMIZATION TECHNIQUES
19
Root Finding
20
Optimization
21
Constrained Optimization
22
A Simple OLG Model
23
An OLG Model with Labor-Leisure Choice
24
Growth Models
References
Appendices
ASSIGNMENTS
A
Homework Assignments
HOMEWORK ASSIGNMENTS
B
Homework: First Steps
C
Homework: Branching and Looping
D
Homework: Vectors and matrices
E
Homework: Plotting vectors and functions
F
Homework: Functions
G
Homework: Data
H
Homework: Object Oriented Programming (OOP)
I
Homework: Random Numbers
J
Homework: Root finding
K
Homework: Optimization
References
24
Growth Models
A
Homework Assignments