Flashcards
Chapter 1: Probability and Measure

Flashcards do conjunto (42)
- 1\sigma-algebra

- 2probability measure

- 3measurable function

- 4random variable/random vector

- 5probability law/probability distribution

- 6cumulative distribution function

- 7probability density function

- 8random variables X and Y are identically distributed if...

- 9sub-\sigma-algebra

- 10independent (\sigma-algebra)

- 11independence (random variables)

- 12Lebesgue integration Step 1: Indicator functions

- 13Lebesgue Integration Step 2: simple functions

- 14Lebesgue Integration Step 3: non-negative random variables

- 15Lebesgue Integration Step 4: arbitrary random variables

- 16integrable

- 17null set

- 18—Proof - see lecture notes

- 19Properties of the integral (five)linearity
domination
triangle inequality
set bounded integrability
change of variable - 20Properties of the Integral/Expectation 1. Linearity

- 21Properties of the Integral/Expectation 2. Domination

- 22Properties of the Integral/Expectation 3. the triangle inequality

- 23Properties of the Integral/Expectation 4. Set bounded integrability

- 24Properties of the Integral/Expectation 5. Change of variable

- 25Dominated Convergence Theorem

- 26Monotone Convergence Theorem

- 27nth moment mean variance

- 28moment generating function

- 29Almost sure convergence

- 30mean square convergence

- 31Chebychev's Inequality

- 32—


- 33Cauchy-Schwarz inequality

- 34—


- 35convex function

- 36Jensen's inequality

- 37—Proof - see notes

- 38Absolutely Continuous measure Equivalent measures

- 39Radon-Nikodym

- 40Radon-Nikodym derivative

- 41stochastic process

- 42integrable stochastic process

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- Masters Stochastic Processes and FInance FlashCards sobre Chapter 1: Probability and Measure, criado por mho1 em 06-06-2015.
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