Probability Distributions homework help 2
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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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