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Generation of sequence of Random Numbers with a Non-Uniform Distribution Using MATLAB

Question

Suppose we only have a random number generator, which has a U(0, 1) distribution. But we want to generate a sequence of random numbers with a non-uniform distribution (e.g., Exp (2); Par(2)). Now, please

  • first use the random number generator to generate 105 uniformly (U(0; 1)) distributed samples;
  • then transform those samples to data points, which should have a Exp(2), or Par(2)
  • distribution;
  • finally plot those transformed samples by using the hist function.

 

       1. MATLAB codes, which should be in script _les (.m);

       2. Two figures, which should be in eps format (.eps).

 

Summary

This question belongs to MATLAB software and discusses about application of MATLAB to probability and statistics and how to generate a sequence of random numbers with a non-uniform distribution.

 

 

 

 

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Comments

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  • HWA
    Cristina

    This solution is perfect ...thanks

  • HWA
    Janete

    Hello Allison,I love the 2nd image that you did! I also, had never heard of SumoPaint, is something that I will have to exolpre a bit! I understand completely the 52 (or so) youtube videos that you probably watched. Sometimes they have what you want, sometimes they don't! However, it is always satisfying when you are able to produce something that you have taught yourself. Great job!Debra 0 likes

  • HWA
    Sandeep

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    Oxana

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    Paul Brandon-Fritzius

    thanks for the quick response. the solution looks good. :)

  • HWA
    tina Johnson

    thnx for the answer. it was perfect. just the way i wanted it. 

  • HWA
    Giuseppe

    works fine.