ec4024 lecture 4

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EC4024 Lecture 4 | Probability & Statistics in Finance |

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Page 1: Ec4024 Lecture 4

EC4024Lecture 4

| Probability & Statistics in Finance |

Page 2: Ec4024 Lecture 4

Today

Risk & Uncertainty

Define Probability/Statistics

Why is it used in Finance?

Examples

Page 3: Ec4024 Lecture 4

Mini Presentations

Page 4: Ec4024 Lecture 4

Risk & Uncertainty

Page 5: Ec4024 Lecture 4

ProbabilityIt is a measure of how plausible an event is

We measure probability using a real number between 0 and 1

(Percentage is clear?)

A probability of 0 means an event is impossible

Probability of 1 means an event is certain

The probabilities of all the events in our sample space add up to 1

Page 6: Ec4024 Lecture 4

Experiments

Page 7: Ec4024 Lecture 4

Histograms

200 400 600 800

20

40

60

80

Page 8: Ec4024 Lecture 4

Law of Large Numbers

Handout

Page 9: Ec4024 Lecture 4

Distributions

Page 10: Ec4024 Lecture 4

Bored?

Page 11: Ec4024 Lecture 4

Example: Hold’Em

Page 12: Ec4024 Lecture 4

Next Time

Read Cowles, 1933, in coursepackRead NotesDo Exercises