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Statistics & Data Science · Essentials

by StemPy Lab
Chapter 5
Two Variables: Scatter Plots, Correlation and Regression
Correlation and Regression, Tables and Graphs, Study Design and Experiments

Do students who practise more type faster? Is a mountain town cooler than a town by the sea? When we measure two things about each person or place, a scatter plot shows how they move together. This chapter puts a number on that pattern, fits the line that predicts one measurement from the other, and then asks the hard question: does one thing really cause the other? Every idea starts with a made-up data set or a simulation, and short Python programs do the arithmetic. It suits a curious student from Class 9 onwards and any adult who reads graphs in the news.

3 courses
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