Appendix D

Summary of Probability Theory

  1. Probability distribution function:

    image

  2. Probability density function:

    image

  3. Gaussian probability density function:

    image

  4. Independence:

    image

  5. Expectation:

    image

  6. Variance:

    image

  7. Addition of random variables:

    image

  8. Independent random variables:

    image

  9. Correlation:

    image

Introduction to Random Signals and Noise W. van Etten © 2005 John Wiley & Sons, Ltd

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