Probability Distribution Homework Help 1

Probability Distribution Homework Help 1

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  • Fitting distributions to data
  • Jarque-Bera tests
  • One-sided and two-sided Kolmogorov-Smirnov tests
  • Ansari-Bradley tests
  • Generation of random and quasi-random number streams from probability distributions
  • Use statistical plots to evaluate goodness of fit.
  • Chi-Square goodness-of-fit tests
  • Lilliefors tests
  • Probability density functions and Cumulative distribution functions
  • Negative log-likelihood functions
  • Inverse cumulative density functions
  • Cumulative density functions
  • Multivariate distributions: t, normal, copulas, and Wishart
  • Pearson and Johnson systems of distributions
  • Latin hypercube sampling
  • Sampling from finite populations

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