Analysis and-linear-algebra-for-finance-part-i

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Patrick Roger

Analysis and Linear Algebra for Finance: Part I

Patrick ROGERLaRGE Research Center

EM Strasbourg Business SchoolUniversity of Strasbourg

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Analysis and Linear Algebra for Finance: Part IFirst edition© 2013 Patrick Roger & bookboon.com (Ventus Publishing ApS)ISBN 978-87-403-0412-1

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Analysis and Linear Algebra for Finance: Part I

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Contents

Contents

Introduction 6

1 Preliminaries 71.1 Sets and subsets 81.2 Binary relations 171.3 Mappings 201.4 Topology of

25

2 Functions of one variable 432.1 Definitions and notations 442.2 Limits and continuity 502.3 Differentiation 612.4 Logarithms and exponential functions 702.5 Polynomial approximations and Taylor formula 75

© Deloitte & Touche LLP and affiliated entities.

360°thinking.

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© Deloitte & Touche LLP and affiliated entities.

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© Deloitte & Touche LLP and affiliated entities.

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Analysis and Linear Algebra for Finance: Part I

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Contents

3 Integrals 813.1 Integral of a step function 813.2 General case 863.3 Computations 943.4 Improper integrals 98

4 Matrices 1014.1 Definitions 1014.2 Elementary algebra on matrices 1044.3 Linear equations 115

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For almost 60 years Maastricht School of Management has been enhancing the management capacity

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Analysis and Linear Algebra for Finance: Part I

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Introduction

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Analysis and Linear Algebra for Finance: Part I

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Preliminaries

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Analysis and Linear Algebra for Finance: Part I

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Preliminaries

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Analysis and Linear Algebra for Finance: Part I

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Preliminaries

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Analysis and Linear Algebra for Finance: Part I

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Preliminaries

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Analysis and Linear Algebra for Finance: Part I

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Preliminaries

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Analysis and Linear Algebra for Finance: Part I

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Preliminaries

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Preliminaries

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Analysis and Linear Algebra for Finance: Part I

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Preliminaries

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Analysis and Linear Algebra for Finance: Part I

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Preliminaries

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Preliminaries

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Preliminaries

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Preliminaries

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Analysis and Linear Algebra for Finance: Part I

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Preliminaries

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Analysis and Linear Algebra for Finance: Part I

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Preliminaries

-1 -0.5 0 0.5 10

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Analysis and Linear Algebra for Finance: Part I

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Preliminaries

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Analysis and Linear Algebra for Finance: Part I

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Preliminaries

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Preliminaries

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Preliminaries

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Preliminaries

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Preliminaries

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Preliminaries

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Preliminaries

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Preliminaries

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Preliminaries

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Preliminaries

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Functions of one variable

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Functions of one variable

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Functions of one variable

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Functions of one variable

-1 -0.8 -0.6 -0.4 -0.2 0 0.2 0.4 0.6 0.8 10

0.2

0.4

0.6

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x

f(x)

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Analysis and Linear Algebra for Finance: Part I

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Functions of one variable

-1 -0.8 -0.6 -0.4 -0.2 0 0.2 0.4 0.6 0.8 1-1

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Functions of one variable

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Functions of one variable

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Functions of one variable

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Functions of one variable

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Functions of one variable

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Functions of one variable

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Functions of one variable

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Analysis and Linear Algebra for Finance: Part I

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Functions of one variable

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Functions of one variable

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Functions of one variable

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Functions of one variable

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Functions of one variable

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Functions of one variable

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Functions of one variable

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Functions of one variable

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Functions of one variable

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Functions of one variable

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Functions of one variable

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Functions of one variable

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Functions of one variable

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Functions of one variable

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Functions of one variable

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Integrals

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Integrals

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Integrals

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Integrals

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Integrals

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Integrals

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Integrals

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Increase your impact with MSM Executive Education

For more information, visit www.msm.nl or contact us at +31 43 38 70 808

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For more information, visit www.msm.nl or contact us at +31 43 38 70 808 or via [email protected]

For almost 60 years Maastricht School of Management has been enhancing the management capacity

of professionals and organizations around the world through state-of-the-art management education.

Our broad range of Open Enrollment Executive Programs offers you a unique interactive, stimulating and

multicultural learning experience.

Be prepared for tomorrow’s management challenges and apply today.

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Analysis and Linear Algebra for Finance: Part I

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Integrals

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Integrals

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Integrals

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Integrals

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Integrals

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Integrals

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Integrals

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Matrices

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Indexbijection, 22bound infimum, 28 lower, 27, 49 supremum, 28 upper, 27, 49boundary, 30

cardinality, 9closure, 30compact, 31complement, 32Consol bond, 36

derivative, 62 higher order, 68 left, 63

right, 63 second-order, 68

exterior, 30

frontier, 30function, 44 affine, 44 bounded, 49 compound, 67 concave, 61 continuous, 55 convex, 61 decreasing, 46 derivative, 62 differentiable, 62 domain, 44 even, 45 increasing, 46 left-continuous, 56

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limit, 50 linear, 44 monotonic, 57 odd, 45 range, 44 Riemann-integrable, 87 right-continuous, 55

image, 20inclusion, 11injection, 22integral improper, 98 of a step function, 83 Riemann, 87interior, 30intersection, 12interval, 28

limit, 50 infinite, 53 left, 52 right, 51

Mac Laurin formula, 78mapping, 20 bijective, 22 identity, 24 image, 20 injective, 22 inverse, 23 one-to-one, 22 range, 20 surjective, 22matrix, 101 diagonal, 102 identity, 110 inverse, 110 invertible, 110

null, 102 product, 107 product by a real number, 106 square, 102 substraction, 106 transpose, 104 triangular, 102maximum global, 50 local, 49method Gauss, 120 substitution, 118minimum global, 49 local, 49

ordering, 17 complete, 18 partial, 18

partition, 15pre-ordering, 17

range, 20 reciprocal, 22relation asymmetric, 17 binary, 17 equivalence, 19 graph, 20 ordering, 17 refl?exive, 17 symmetric, 17 transitive, 17

sequence, 32 adjacent, 41, 87 arithmetic, 36

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Cauchy, 34 convergence, 33 decreasing, 37 geometric, 36 increasing, 37set, 8 boundary, 30 bounded, 28, 31 cardinality, 9 closed, 30 closure, 30 compact, 31, 35 complement, 12 element, 8 empty, 10 exterior, 30 frontier, 30 inclusion, 11 interior, 29, 30 intersection, 12

lower bound, 27 neighborhood, 29 null, 10 open, 30 partition, 14 subset, 11 union, 12 upper bound, 27step function, 82subdivision, 82subset, 11surjection, 22system Cramer, 117 homogeneous, 117 impossible, 117 indeterminate, 117 square, 117

Taylor

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expansion, 79 formula, 78 Mac-Laurin, 78

union, 12

variable dependent, 44 independent, 44