Normal and Binomial Distribution Probabilities
10-A: Continuous random variable distribution
Learning Objectives
Understanding continuous distributions and probability density functions
10-B: Normal distribution introduction
Learning Objectives
Understand the properties of the normal distribution
REVIEW: The standard normal distribution and z-scores
READ: Normal distribution introduction
10-C: Normal distribution probabilities
Learning objectives
Understand how to compute probabilities for areas under the normal distribution
READ: Computing probabilities of the normal distribution
DOWNLOAD: Standard normal probability table (z-table)
10-D: Discrete random variable distributions
Learning objectives
Understanding discrete distributions and probability density functions
READ: Discrete distributions and probability density functions
10-E: Binomial distribution probabilities
Learning objectives
Define binomial outcomes
Compute the probability of getting X successes in N trials
Compute cumulative binomial probabilities
Find the mean and standard deviation of a binomial distribution
READ: Discrete binomial distribution probabilities
10-F: Distinguishing distributions
Learning objectives
Distinguish between discrete and continuous distributions
Distinguish between binomial, poisson, multinomial, hypergeometric discrete distributions
Distinguish normal, t, F, and chi-square continuous distributions
READ: Distinguishing between different distributions
READ: https://stattrek.com/probability-distributions/discrete-continuous.aspx