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 Probability
 Basic Concepts: Sample Space, Events.
 Densities and Distributions.
 Descriptive Statistics.
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 Inferential Statistics
 Means, variances, populations, samples.
 Intervals of Confidence.
 Ztest, Ttest and Ftests.
 Hypothesis Testing.
 ANOVA.
 Correlation.
 Linear and nonlinear regression.
 Nonparametric Statistics.
 Sign Test.
 Wilkinson Tests.
 KruskalWallis Test.
 Spearman Correlation Coefficient.

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Sample Problem. The time it takes an international telephone operator to place an overseas phone call is normally distributed with mean 45 seconds and standard deviation 10 seconds.
a. What is the probability that my call will go through in less than 1 minute?
b. What is the probability that I will get through in less than 40 seconds?
c. What is the probability that I will have to wait more than 70 seconds for my call to go through?
Solution:
a. First thing is, let be the time it takes to the telephone operator to place an overseas phone call. The probability we are looking for is
In order to compute this probability, we need to normalize in the following way. We know that has standard normal distribution, so we compute
(notice that since the mean is given in seconds, we have to write 1 minute as 60 seconds)
b. Same as before, let be the time it takes to the telephone operator to place an overseas phone call. The probability we are looking for is
In order to compute this probability, we need to normalize in the same way we did before. We know that has standard normal distribution, so we compute
c. is the time it takes to the telephone operator to place an overseas phone call. The probability we are looking for is equal to
As before, we need to normalize . We get that has standard normal distribution, and we compute
and therefore .