Sydsæter, K., & Hammond, P. (2012). Essential Mathematics for Economic Analysis. 4th Edition. Pearson Education.
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Trigonometry [Slides][RCode][Assignment]
Vector Algebra [Slides][RCode][Assignment]
Matrix Algebra [Slides][RCode][CheatSheet]
Week 1
Introductory Topics
· Solve Simple Equations
· Quadratic Equations
· Linear Equations with Two Unknowns
Week 2
Introductory Topics
· Summation and Product
· Mathematical Proofs
· Introduction to Probability
· Mathematical Induction
Functions
· Domain and Range
· Graphs
· Linear Functions
· Quadratic Functions
Week 3
Functions
· Polynomial Functions
· Power Functions
· Exponential Functions
· Logarithmic Functions
Functions
· New Functions from the Old
· Inverse Functions
· Composite Functions
· Distance in Plane, Circles
Week 4
Differentiation
· Slopes of Curves
· Tangents & Derivations
· Increasing & Decreasing Functions
Differentiation
· A Dash of Limits
· Simple Rules of Differentiation
· Sums, Products & Quotients
Week 5
Differentiation
· Chain Rule
· Higher Order Derivatives
· Exponential & Logarithmic Functions
Differentiation
· Implicit Differentiation
· Differentiating the Inverse
· Polynomial Approximation
Week 6
Differentiation
· Continuity
· Convexity/Concavity
· L’Hôpital’s Rule
Differentiation
· Partial Derivatives
· Higher Order Partial Derivatives
· Surfaces and Distance
Week 7
Integrals
· Indefinite Integrals
· Area and Definite Integrals
Integrals
· Properties of Definite Integral
· Integration by Parts
Week 8
Integrals
· Integration by Substitution
· Infinite Intervals of Integration
Week 9
Vectors
· Length
· Orthogonality
· Cardinality
Week 10
Matrices
· Fundamentals of Matrix Algebra
Matrices
· Matrix Operations
· Gaussian Elimination Method
Week 11
Matrices
· Determinants and Inverse Matrices
· Different Types of Matrices
Matrices
· Eigenvalue Decomposition
· Single Value Decomposition
Week 12
Matrices
· QR Decomposition
· Cholesky Decomposition
Optimization
· Local and Global Extreme Values
· Extreme Value Theorem
Week 13
Optimization
· Envelope Theorem
· Lagrange Multiplier Method
Optimization
· A Graphical Approach
· General LP Problem
Week 14
Optimization
· Duality Theorem
· Complementary Slackness
Difference Equations
· First Order Difference Equation
· Cobweb
Week 15
Difference Equations
· Second Order Difference Equation
· Schur’s Theorem