| MATH 250 Advanced Calculus in Statistics - Catalog Information |
| Frequency: Fall/Spring Terms
Credit: (4-2)5 Content: Review of multidimensional Calculus, Derivatives of multivariable functions, continuity of multivariable functions. Fundamental Lemma for differentiability, Chain rule and Taylor’s Theorem for multivariable functions. Jacobian. Inverse and Implicit function Theorems. Topology of R2 and R3. Riemann - Stieltjes Integral, integrability, integrability of continuous functions, sequences of integrable functions. Bounded convergence and Riesz Representation Theorems. Theorems of Integral Calculus: Integration in Cartesian spaces. Improper and infinite integrals. Series of functions. Goals: This is a course designed for science students to complete
and complement the sequences of math courses, Math 151, Math 152, Math
260. The aim of this sequence is to equip the student with the necessary
mathematical background that he would be needing through his undergraduate
studies.
Course Outline: (Weeks 2) Review of Multidimensional
Calculus, Limits of multivariable functions, continuity of multivariable
functions. Derivatives of multivariable
(Week 1) Topology of R2 and
R3. Open, connected and compact sets. Sequences of functions: Convergence
of a sequence of functions, uniform
(Week 2) Riemann-Stieltjes
Integral: Definition, Cauchy criterion for integrability, integration by
parts, integrability of continuous functions, sequences of
(Week 2) Theorems of Integral
Calculus: First and second Mean Value Theorems, fundamental and change
of variable theorem. Integrals depending on a
(Week 2) Integration in Cartesian
spaces: Content of a set, integrability Theorems, Mean Value Theorem, reduction
to iterated integrals, transformation of
(Week 2) Improper and infinite
integrals: Improper integrals of unbounded functions, Cauchy principal
value, definition of infinite integrals, Cauchy
(Week 2) Series of functions:
Absolute and uniform convergence, continuity of the limit, term-by-term
differentiation and integration of series. Tests for
Suggested textbooks: R.G.Bartle; The elements of real Analysis,
Wiley, 1964 ; A.I.Khuri, Advanced Calculus with Applications in Statistics.
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