It discusses several probability distributions, percentiles, Chebyshev s inequality, law of large numbers, sampling distribution of means, tests of hypotheses, levels of significance, and the z, t, F, ...

Figure 2-3: Probability Distribution ... is more likely than another. Figure 2-4: Common Distributions in Projects. If the random variable is continuous, or the values of the discrete random variable ...

Covers algorithms of cleaning and munging data, probability theory and common distributions, statistical simulation, drawing inferences from data, and basic statistical modeling.

The important probability distributions are introduced organically as they arise from applications. The discrete and continuous sides of probability are treated together to emphasize their ...