Practical Probability & Spirited Statistics

What are the odds of drawing a winning hand, and how does a fantasy football scoring system really work? In Practical Probability & Spirited Statistics, middle schoolers get hands-on with the math behind sports, games and entertainment, working through chances, counting and data with a live instructor and answering questions along the way. Every class leaves students able to use probability or statistics to make a smarter call in a game they love. For game lovers and sports fans who want to understand why the math works, not just memorize it.

Chance and Compound Events You calculate theoretical and experimental probability for single and compound events, sort independent from dependent outcomes, and apply conditional probability to problems that need careful reasoning.

Permutations and Combinations Counting techniques become tools for problems too big to work out by hand, like the odds of a winning hand in a card game, so you can approach probability systematically instead of guessing.

Reading Data Displays Build and interpret histograms, box plots, and scatter plots, and use mean, median, mode, range, and standard deviation to describe what a data set and its spread are telling you.

Correlation, Bias, and Sound Conclusions You learn to tell correlation from causation, spot misleading graphs and biased samples, and see how sample size affects whether a conclusion drawn from data can be trusted.