free lectures on quantitative economic modeling, by Stachurski and Sargent

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http://quant-econ.net/index.html

This website presents a series of free lectures on quantitative economic modeling, designed and written by John Stachurski and Thomas J. Sargent. The primary programming language is Python.

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关键词：Quantitative QUANTITATIV Lectures Economic Modeling economic

Table of Contents
Introduction
Part 1: Programming in Python
About Python
Setting up Your Python Environment
An Introductory Example
Python Essentials
Object Oriented Programming
How it Works: Data, Variables and Names
Advanced Features
Part 2: The Scientific Libraries
NumPy
SciPy
Matplotlib
Pandas
IPython
Part 3: Introductory Applications
Finite Markov Chains
Shortest Paths
A First Look at the Kalman Filter
Schelling’s Segregation Model
LLN and CLT
Infinite Horizon Dynamic Programming
Part 4: Advanced Applications
Continuous State Markov Chains
Modeling Career Choice
On-the-Job Search
Search with Offer Distribution Unknown
Optimal Savings
Linear Stochastic Models
Estimation of Spectra
Optimal Taxation
Solutions to Exercises
Useful Resources
References