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Glossary 6.7 Glossary

continuous.
A quantity is continuous if it can have any value in a range on the number line. Most things we measure in the world β€” like weight, distance, and time β€” are continuous.
discrete.
A quantity is discrete if it can have a limited set of values, like integers or categories. Exact counts are discrete, as well as categorical variables.
probability density function (PDF).
A function that shows how density (not probability) is spread across the values of a continuous variable. The area under the PDF within an interval gives the probability that the variable falls in that interval range.
probability density.
The value of a PDF at a specific point; it’s not a probability itself, but it can be used to compute a probability.
kernel density estimation (KDE).
A method for estimating a PDF based on a sample.
discretize.
To approximate a continuous quantity by dividing its range into discrete levels or categories.