Stat 341
Computational Bayesian Statistics
Spring 2021


[RStudio] [calendar] [test info] [resources] [from class] [homework]

Homework due before Test 1

Due Task Source Problems, etc.
F 2/5 PS 0 online Fill out the pre-course survey.

Work through ggformula tutorial(s) and add one plot to this Google Presentation. Have fun with this and try to make something interesting, espeically if you have used ggformula before.
W 2/10 PS 1 Rethinking 2H1 - 2H4 (Pandas)
In 2H4, use 2H3 as “the birth data”.
F 2/12 PS 2 S341 Find these problems here

1.4-1.6 (inspecting plots) • 2.2 (KidsFeet) • 3.1 (pdf) • 3.4 (normal) • 3.6 (hats)
W 2/17 PS 3 S341 4.1 (Bob) • 4.2 (exponential) • 4.3 (height) • 4.5 (more height) • 4.8 (more height)
F 2/19 PS 4 S341 5.1 (mode) • 5.3 (estimating \(\theta\)) • 5.4 (HDI) • 5.5 (hdi_beta()) • 5.6 (polls)
M 2/22 PS 5 Rethinking
S341
4E1–24M1–24M3 (quap() \(\to\) math)
6.1 (lognormal)
W 2/24 PS 6 Rethinking 4H1 (predicting height) • 4H2 or 4H3 (but use gf_point() rather than plot())
M 3/ 1 PS 7 S341 7.1 - 7.4 (more cherry blossoms)
F 3/5 PS 8 S341
Rethinking
7.5 (SAT) • 8.1 (more SAT) • [8.2] (more SAT) •
5E4 (inferntially equivalent) • 5H1 (conditional independence)