Quantitative Economics with Julia

I 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
II 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
III Tools and Techniques
	Linear Algebra
	Orthogonal Projections and Their Applications
	LLN and CLT
	Linear State Space Models
	Finite Markov Chains
	Continuous State Markov Chains
	A First Look at the Kalman Filter
	Numerical Linear Algebra and Factorizations
	Krylov Methods and Matrix Conditioning
IV Dynamic Programming
	Shortest Paths
	Job Search I: The McCall Search Model
	Job Search II: Search and Separation
	A Problem that Stumped Milton Friedman
	Job Search III: Search with Learning
	Job Search IV: Modeling Career Choice
	Job Search V: On-the-Job Search
	Optimal Growth I: The Stochastic Optimal Growth Model
	Optimal Growth II: Time Iteration
	Optimal Growth III: The Endogenous Grid Method
	LQ Dynamic Programming Problems
	Optimal Savings I: The Permanent Income Model
	Optimal Savings II: LQ Techniques
	Consumption and Tax Smoothing with Complete and Incomplete Markets
	Optimal Savings III: Occasionally Binding Constraints
	Robustness
	Discrete State Dynamic Programming
V Modeling in Continuous Time
	Modeling COVID 19 with Differential Equations
	Modeling Shocks in COVID 19 with Stochastic Differential Equations
VI 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
	Asset Pricing II: The Lucas Asset Pricing Model
	Asset Pricing III: Incomplete Markets
	Uncertainty Traps
	The Aiyagari Model
	Default Risk and Income Fluctuations
	Globalization and Cycles
VII Time Series Models
	Covariance Stationary Processes
	Estimation of Spectra
	Additive Functionals
	Multiplicative Functionals
	Classical Control with Linear Algebra
	Classical Filtering With Linear Algebra
VIII Dynamic Programming Squared
	Dynamic Stackelberg Problems
	Optimal Taxation in an LQ Economy
	Optimal Taxation with State-Contingent Debt
	Optimal Taxation without State-Contingent Debt