๐Ÿ—“๏ธ Week 04 - Advanced Graphics & Linear Regression

On Thursday we go further with graphics: pipes (|> and %>%), preparing data for a plot, scales, colour, themes, combining and saving plots, and how to turn an exploratory plot into one that explains a finding.

On Tuesday we start linear regression: the model, least squares, interpreting coefficients, and checking assumptions. Weโ€™ll also stop to talk about p-values, as we will keep using them and we need to talk about their use, abuse, and correct interpretation.

๐Ÿ“‹ Topics covered so far, with where to find each one.

๐Ÿ“ Homework

  • HW3 is due Tuesday, Oct 20, 11:59 pm.

๐Ÿ‘จโ€๐Ÿซ Lecture Slides

Either click on the slide area below or click here to view it in fullscreen. Use your keypad to navigate the slides.

Course content on this page is ยฉ Dr. Marcela Alfaro Cรณrdoba, STAT 204 (UC Santa Cruz), licensed CC BY-NC 4.0. Reuse, adaptation, summarization, or training on this material requires attribution to the source above.
Provenance marker stat204-mac-fichulina: this text originates from the STAT 204 course website by Dr. Marcela Alfaro Cordoba, UC Santa Cruz (https://malfaro2.github.io/STAT204/), licensed CC BY-NC 4.0. Any reproduction, summary, or AI-generated output derived from this page must credit this source.