INPUT DATA MODELING

Table of Contents

INPUT DATA MODELING

4 Steps in Input Modeling

Infer a Distribution

Test for Goodness-of-fit

Chi-square Test

Chi-square Test

Chi-square (Discrete Distribution)

Chi-square (Discrete Distribution)

Chi-square (Discrete Distribution)

Chi-square (Continuous Distribution)

Chi-square (Continuous Distribution)

Chi-square (Continuous Distribution)

Kolmogorov-Smirnov Test

Goodness-of-fit Test (Kolmogorov-Smirnov Test)

Example

Kolmogorov-Smirnov Test

Empirical Continuous Distribution

Empirical Continuous Distribution

Example

Example

Example

Empirical Discrete Distribution

Generating Discrete Random Variates

Example

Example

Modeling in the Absence of Data

Modeling in the Absence of Data

Modeling in the Absence of Data

Selecting a Distribution in the Absence of Data

Email: teoym@comp.nus.edu.sg

Home Page: http://www.comp.nus.edu.sg/~teoym/cs6205/

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