← Module 11 overview
Module 11 · Project 6 · Due the date on Canvas · Time-Series Visualization · adaptive competency DV19

Build the signal from trend, seasonality, and noise

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Begin with the five-minute change-over-time refresh.

Module 11 · Step 2 of 9 · Guided8–10 min

Why this lab Build a series from trend, seasonality, and noise, and see what each part carries.

A time series can combine a long-run direction, repeating cycles, and irregular variation. Adjust each component, then reconstruct a target pattern instead of guessing from vocabulary.

Additive model\(y_t=T_t+S_t+e_t\)Use an additive view when seasonal swings remain roughly constant in size.

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