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Applied Time Series Analysis's Projects

atsa icon atsa

Applied Time Series Analysis - course website repository.

atsa-es.github.io icon atsa-es.github.io

Website repository for Applied Time-Series Analysis for Fisheries and Environmental Data

atsa-labs icon atsa-labs

Labs developed for Applied Fisheries Time-series Analysis course. The link for the text is https://atsa-es.github.io/atsa-labs/

atsa2017 icon atsa2017

Fish 507 Applied Time Series Analysis 2017

atsa2019 icon atsa2019

Applied Time Series Analysis - 2019 course website repository.

atsa2021 icon atsa2021

Applied Time Series Analysis - 2021 course website repository.

atsalibrary icon atsalibrary

Data, scripts and packages for ATSA course and book. Students should install this before running examples in the lab book.

atsar icon atsar

Applied time series analysis in R with Stan. Allows fast Bayesian fitting of multivariate time-series models.

binder-environment icon binder-environment

A binder environment for ATSA material. Make sure to read the wiki (tab to left) to read about my pain points.

marss icon marss

Multivariate Autoregressive State-Space Modeling with R

marss2 icon marss2

Multivariate Autoregressive State-Space Modeling with R

marsstmb icon marsstmb

Companion package for MARSS that allows you to use TMB to fit MARSS models

mvdlm icon mvdlm

Multivariate dynamic linear models using Bayesian methods in Stan

safs-timeseries icon safs-timeseries

Repository for miscellaneous code and data used in FISH 550 (Applied Time Series Analysis) at University of Washington

tvvarss icon tvvarss

Time varying vector autoregressive state space modeling of community interactions in a Bayesian framework

varlasso icon varlasso

Repo for fitting Bayesian VAR models with shrinkage on coefficient estimates

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