Probability and Data Analysis
Permutations and Combinations
● Introduction to the counting principle
● Computing permutations and combinations
● Introduction to permutations and combinations
● Permutations and combinations - Problem type 1
● Permutations and combinations - Problem type 2
Probability of Simple Events
● Determining a sample space and outcomes for a simple event
● Introduction to the probability of an event
● Experimental and theoretical probability
● Finding the odds in favor and against
Two-Way Tables
● Computing a percentage from a table of values
Probabilities of Independent and Dependent Events
● Determining a sample space and outcomes for a compound event
● Outcomes and event probability
● Probabilities involving two dice
● Identifying independent events given descriptions of experiments
● Probability of independent events
● Probability of dependent events
● Determining outcomes for compound events and complements of events
● Computing conditional probability using a two-way frequency table
● Computing conditional probability to make an inference using a two-way frequency table
Probabilities of the Union of Two Events
● Using a Venn diagram to understand the addition rule for probability
Modeling Randomness and Simulations
● Identifying outcomes in a random number table used to simulate a compound event