Multimedia Probability & Statistics

Probability and Statistics Tutor-In-A-Box

Product Information

Step-by-step progress through the tutorials and practice problems will build your self-confidence and mastery of Probability and Statistics.

You are provided with the elements, key subject areas, practice problems and solutions!


Product Features

Sets and Probability

• Sets
• Calculating probability
• Conditional probability
• Permutations
• Combinations
• Probability using combinations
• Review problems
• Application Problem (video)

Discrete Probability Distributions

• Chapter Introduction (video)
• Distribution functions
• Expectation of discrete random variables
• Binomial distribution
• Poisson distribution
• Negative binomial distribution
• Geometric distribution
• Hypergeometric distribution
• Review problems
• Application Problem (video)

Continuous Probability Distributions

• Chapter Introduction (video)
• Distribution functions
• Expectation of continuous random variables
• Normal distribution
• Uniform distribution
• Exponential distribution
• Gamma distribution
• Beta distribution
• Weibull distribution
• Review problems
• Application Problem (video)

Joint and Conditional Distributions

• Chapter Introduction (video)
• Joint distributions and independent random variables
• Conditional probability distributions
• Expectations of joint distributions
• Conditional expectation and variance
• Multinomial distribution
• Review problems
• Application Problem (video)

Sampling Distributions

• Sampling distribution of means
• Sampling distribution of proportions
• Sampling distribution of differences and sums
• Sampling distributions of variances and variance ratios
• Review problems
• Application Problem (video)

Confidence Interval Estimation

• Chapter Introduction (video)
• Unbiased and efficient estimators
• Confidence interval estimates for means
• Confidence interval estimates for proportions
• Confidence interval estimates for differences and sums
• Confidence interval estimates for variances and variance ratios
• Review problems
• Application Problem (video)

Hypothesis Tests

• Hypothesis tests of means and proportions (large samples)
• Hypothesis tests of means (small samples)
• Hypothesis tests of differences of means and proportions
• Hypothesis tests involving variances and variance ratios
• Hypothesis tests using the Chi-square test
• Review problems
• Application Problem (video)

Regression and ANOVA

• Chapter Introduction (video)
• Calculating the least squares regression line
• Inference concerning the slope of the least squares line
• Estimating the expected value of y for a given value of x
• Predicting a particular value of y for a given value of x
• ANOVA - Completely randomized design

System Requirements

• IBM or compatible PC
• Windows 95/98/Me
• CD-ROM drive
• True 32-bit application, also includes 16-bit version