Compulsory Course - 1st Semester (Autumn 1st year) | Course ID: 0005 | E-Class
Lecturers
Iraklis Kollias
Stelios Kotsios
Language of instruction
Greek and English
Course contents
- The set Rn
- Vectors in Rn
- Matrices-Determinants
- Eigenvalues Eigenvectors
- Multivariate functions
- Partial Derivatives
- Geometric meaning of the partial derivative
- Complex Derivation
- Elasticities
- Total Differential
- Higher-order differentials
- Del operators
- Jacobian Hessian
- Derivative by direction
- Tangent planes
- Taylor multivariate theorem
- Implicit differentiation
- Inverse Function Theorem
- Implicit Derivation Theorem (with Jacobian)
- Theory of Contour Lines
- Contour Lines in Economics
- Homogeneous Functions Basics
- Derivation of Homogeneous Functions
- Euler's Theorem
- Economic Applications of Homogeneous Functions
- Homothetic Functions
- Convex Concave Functions
- Quasi-Convex
- Pseudo-convexPseudo-concave
- Positive and Negative Definite Matrices
- Optimisation of multivariate functions Economic applications
- Envelope Theorem
- Least Squares Method
- Lagrange method Economic applications
- Interpretation of the Lagrange Method
- Kuhn-Tucker method Economic applications
Bibliography
- Strang, Gilbert (2006). Linear Algebra and Its Applications, Cengage [4th edn]. Greek edition Crete UP [2016].
- Sydsaeter, Knut, and Peter Hammond (2008), Essential Mathematics for Economic Analysis, Prentice-Hall, 3rd edition.
- Κατσίκης, Βασίλης Ν., και Στέλιος Κώτσιος (2021). Γενικά Μαθηματικά για την Οικονομία και τη Διοίκηση. Τόμος ΙΙ, Εκδόσεις Τσιόρτας, 3η έκδοση.
Assessment
The course is assessed by written examinations at the end of the semester. Students are assessed on their understanding of key concepts, critical thinking and analysis and their ability to research, analyse and solve problems. Assessment criteria are communicated to students via the course outline posted on the course website in e-class.