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Table of Contents (Undergraduate course)
Table of Contents (Undergraduate course)
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All
Undergraduate course
Graduate course
About these Lectures
Getting Started with Julia
Setting up Your Julia Environment
Interacting with Julia
Introductory Examples
Julia Essentials
Arrays, Tuples, Ranges, and Other Fundamental Types
Introduction to Types and Generic Programming
Packages and Software Engineering in Julia
Generic Programming
General Purpose Packages
Data and Statistics Packages
Solvers, Optimizers, and Automatic Differentiation
Julia Tools and Editors
Git, GitHub, and Version Control
Packages, Testing, and Continuous Integration
The Need for Speed
Tools and Techniques
Linear Algebra
LLN and CLT
Linear State Space Models
Finite Markov Chains
A First Look at the Kalman Filter
Dynamic Programming
Shortest Paths
Job Search I: The McCall Search Model
Job Search II: Search and Separation
Optimal Savings I: The Permanent Income Model
Optimal Savings II: LQ Techniques
Consumption and Tax Smoothing with Complete and Incomplete Markets
Multiple Agent Models
Schelling’s Segregation Model
A Lake Model of Employment and Unemployment
Rational Expectations Equilibrium
Markov Perfect Equilibrium
Asset Pricing I: Finite State Models
References