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- R comes with a set of pseuodo-random number generators that allow you to simulate from well-known probability distributions like the Normal, Poisson, and binomial. Explain the differences by among following functions by defining what they do mathematically and then by using an example:
- rnormdnormpnormrpois
- Simulate 100 standard Normal random numbers and then show them in the histogram:
- Normal random numbers with mean 0 and standard deviation 1.Normal random numbers with mean 20 and standard deviation 2
- Create and then explain the output of the following:
- Draw randomly 10 numbers from a uniform distribution of numbers from 100 to 10,000.Do a random permutation from a sample of numbers from 1 to 200 that are uniformly distributed.Create a sample w/replacement for numbers from 10 to 100 that are uniformly distributed.
