Week Topic Lab Homework Key
0 Review of basic matrix math in R Matrix Math in R Questions are at the end of the lab Key
1 Linear regression in matrix form Lab 1 Linear regression Questions are at the end of the lab Key
2 Time series functions in R Lab 2 ts functions
CO2_data.csv
Questions are at the end of the lab Key
3 Fitting univariate state-space models Lab 3 uni ss
MARSS Quick Start Guide
Questions are at the end of the lab Key
3 Intro to JAGS Lab 3 JAGS
fitting w JAGs example code
fitting w STAN example code
4 Fitting multivariate state-space models Lab 4 MARSS
Lab 4 MARSS w covariates
MARSS Quick Start Guide
Homework 4 Key
5 Fitting Dynamic Linear Models Lab 5 DLM
KvichakSockey.RData
Questions at the end of the lab Key
6 Dynamic Factor Analysis Lab 6 DFA Questions at the end of the lab Key
7 Fitting models with STAN Lab 7 STAN No HW