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Measure Theory

Measure Theory. Instructor: Prof. Inder K. Rana, Department of Mathematics, IIT Bombay. This is a course on the concepts of Measure and Integration. The course covers lessons in Extended real numbers, Algebra and sigma algebra of a subsets of a set, Sigma algebra generated by a class, Monotone class, Set functions, Countably additive set functions on intervals, Uniqueness problem for measure, Extension of measure, Outer measure and its properties, Measurable sets, Lebesgue measure and its properties, Measurable functions, Monotone convergence theorem and Fatou's lemma, Dominated convergence theorem, Lebesgue integral and its properties, Product measure, Computation of product measure, Fubini's theorems, and Lebesgue measure and integral on R2 (from nptel.ac.in)

Lecture 14 - Countably Additive Set Functions on Intervals (cont.)


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Lecture 01 - Introduction, Extended Real Numbers
Lecture 02 - Introduction, Extended Real Numbers (cont.)
Lecture 03 - Algebra and Sigma Algebra of a Subsets of a Set
Lecture 04 - Algebra and Sigma Algebra of a Subsets of a Set (cont.)
Lecture 05 - Sigma Algebra Generated by a Class
Lecture 06 - Sigma Algebra Generated by a Class (cont.)
Lecture 07 - Monotone Class
Lecture 08 - Monotone Class (cont.)
Lecture 09 - Set Functions
Lecture 10 - Set Functions (cont.)
Lecture 11 - The Length Function and its Properties
Lecture 12 - The Length Function and its Properties (cont.)
Lecture 13 - Countably Additive Set Functions on Intervals
Lecture 14 - Countably Additive Set Functions on Intervals (cont.)
Lecture 15 - Uniqueness Problem for Measure
Lecture 16 - Uniqueness Problem for Measure (cont.)
Lecture 17 - Extension of Measure
Lecture 18 - Extension of Measure (cont.)
Lecture 19 - Outer Measure and its Properties
Lecture 20 - Outer Measure and its Properties (cont.)
Lecture 21 - Measurable Sets
Lecture 22 - Measurable Sets (cont.)
Lecture 23 - Lebesgue Measure and its Properties
Lecture 24 - Lebesgue Measure and its Properties (cont.)
Lecture 25 - Characterization of Lebesgue Measurable Sets
Lecture 26 - Characterization of Lebesgue Measurable Sets (cont.)
Lecture 27 - Measurable Functions
Lecture 28 - Measurable Functions (cont.)
Lecture 29 - Properties of Measurable Functions
Lecture 30 - Properties of Measurable Functions (cont.)
Lecture 31 - Measurable Functions on Measure Spaces
Lecture 32 - Measurable Functions on Measure Spaces (cont.)
Lecture 33 - Integral of Nonnegative Simple Measurable Functions
Lecture 34 - Integral of Nonnegative Simple Measurable Functions (cont.)
Lecture 35 - Properties of Nonnegative Simple Measurable Functions
Lecture 36 - Properties of Nonnegative Simple Measurable Functions (cont.)
Lecture 37 - Monotone Convergence Theorem and Fatou's Lemma
Lecture 38 - Monotone Convergence Theorem and Fatou's Lemma (cont.)
Lecture 39 - Properties of Integrable Functions and Dominated Convergence Theorem
Lecture 40 - Properties of Integrable Functions and Dominated Convergence Theorem (cont.)
Lecture 41 - Dominated Convergence Theorem and Applications
Lecture 42 - Dominated Convergence Theorem and Applications (cont.)
Lecture 43 - Lebesgue Integral and its Properties
Lecture 44 - Lebesgue Integral and its Properties (cont.)
Lecture 45 - Product Measure, an Introduction
Lecture 46 - Product Measure, an Introduction (cont.)
Lecture 47 - Construction of Product Measures
Lecture 48 - Construction of Product Measures (cont.)
Lecture 49 - Computation of Product Measure
Lecture 50 - Computation of Product Measure (cont.)
Lecture 51 - Computation of Product Measure (cont.)
Lecture 52 - Computation of Product Measure (cont.)
Lecture 53 - Integration on Product Spaces
Lecture 54 - Integration on Product Spaces (cont.)
Lecture 55 - Fubini's Theorem
Lecture 56 - Fubini's Theorem (cont.)
Lecture 57 - Lebesgue Measure and Integral on R2
Lecture 58 - Lebesgue Measure and Integral on R2 (cont.)
Lecture 59 - Properties of Lebesgue Measure on R2
Lecture 60 - Properties of Lebesgue Measure on R2 (cont.)
Lecture 61 - Lebesgue Integral on R2
Lecture 62 - Lebesgue Integral on R2 (cont.)