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Monte Carlo methods in finance

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Strong and Weak Order of Convergence. Convergence Order of the Euler Scheme ... Example: LIBOR Market Model. Example: LIBOR Market Model. Example: LIBOR Market Model ... – PowerPoint PPT presentation

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Title: Monte Carlo methods in finance


1
Monte Carlo methods in finance
  • Discretization of stochastic differential
    equations

2

3
The Euler scheme and a First Refinement

4
The Euler approximation

5
The Euler approximation

6
The Euler approximation

7
A First Refinement

8
A First Refinement

9
A First Refinement

10
A First Refinement

11
A First Refinement

12
A First Refinement

13
A First Refinement

14
A First Refinement

15
Milsteins Refinement

16
Milsteins Refinement

17
The Multidimensional Case

18
The Multidimensional Case

19
Convergence Order

20
Strong error criteria

21
Weak error criterion

22
Applications

23
Compare methods

24
Strong Order of Convergence

25
Weak Order of Convergence

26
Strong and Weak Order of Convergence

27
Convergence Order of the Euler Scheme

28
Convergence Order of the Euler Scheme

29
Convergence Order of the Euler Scheme

30
Convergence Order of the Euler Scheme

31
Convergence Order of the Refined Scheme

32
Second-Order Methods

33
The Scalar Case

34
The Scalar Case

35
The Scalar Case

36
The Scalar Case

37
The Scalar Case

38
The Scalar Case

39
The Scalar Case

40
The Scalar Case

41
The Discretization Scheme

42
The Discretization Scheme

43
The Discretization Scheme

44
The Discretization Scheme

45
The Discretization Scheme

46
The Discretization Scheme

47
The Vector Case

48
The Vector Case

49
Commutativity Condition

50
Commutativity Condition

51
Commutativity Condition

52
Example LIBOR Market Model

53
Example LIBOR Market Model

54
Example LIBOR Market Model

55
A Simplified Scheme

56
A Simplified Scheme

57
A Simplified Scheme

58
A Simplified Scheme

59
Example Stochastic volatility model

60
Example Stochastic volatility model

61
Example Stochastic volatility model

62
Example Stochastic volatility model

63
Example Stochastic volatility model
64
Incorporating Path-Dependence

65
Incorporating Path-Dependence

66
Incorporating Path-Dependence

67
Incorporating Path-Dependence

68
Incorporating Path-Dependence

69
Incorporating Path-Dependence

70
Incorporating Path-Dependence

71
Extrapolation

72
Extrapolation

73
Extrapolation

74
Extrapolation

75
Extrapolation

76
Extrapolation

77
Extrapolation

78
Extrapolation
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