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An introduction to state-space modeling of ecological time series

Comments

Feb 07 2020 Marie Auger-Méthé

Want to learn how to fit and validate #statespacemodels ? A team of great co-authors (@vianey_lb @len_thom +) and I put this review together: https://arxiv.org/abs/2002.02001 The appendix is full of R code to help you fit models to your data. https://t.co/gr6Cj2BCiF
7 replies, 318 likes


Feb 07 2020 Dr Gavin Simpson 🇪🇺

This looks like a exceptionally useful guide for anyone in #ecology working with time series. Comes with loads of #rstats code too! An introduction to state-space modelling of ecological time series (@AugerMethe et al, inc @vianey_lb @len_thom) https://arxiv.org/abs/2002.02001 https://t.co/qhrfqUPQIZ
0 replies, 278 likes


Feb 08 2020 Ian Jonsen

I hastily retweeted this yesterday but now I’ve skimmed through the preprint. Congrats to @AugerMethe @vianey_lb @len_thom et al.! I predict this will quickly become the must-have guide for using SSMs in ecology and related fields. Well done 👏👏
0 replies, 33 likes


Feb 10 2020 Trevor Caughlin

yes, this review of state-space models lives up to the hype: https://arxiv.org/abs/2002.02001 I loved learning that SSM were used in the Apollo flights! And great examples from fisheries, animal movement and others @vianey_lb @AugerMethe @len_thom
1 replies, 15 likes


Feb 07 2020 Christine Stawitz

Another great resource by @AugerMethe ; check out her paper on mathematical notation in ecology while you're at it! https://besjournals.onlinelibrary.wiley.com/doi/pdf/10.1111/2041-210X.13105
0 replies, 13 likes


Feb 08 2020 arxiv

An introduction to state-space modeling of ecological time series. http://arxiv.org/abs/2002.02001 https://t.co/rSGxtHi4Ko
0 replies, 9 likes


Feb 26 2020 Maxwell Joseph 🍩

@bt_mcclintock @RolandLangrock @oaggimenez @david_borchers @richard_glennie This paper plus this recent review of state-space models (https://arxiv.org/abs/2002.02001) by @AugerMethe, @vianey_lb, @len_thom and others makes for an embarrassment of riches for quantitative ecology nerds this month 🥂
0 replies, 8 likes


Feb 09 2020 Christina Buelow

State-space time-series models using frequentist or bayesian #rstats ping @turschwell @bluecology @m_frassl
0 replies, 8 likes


Feb 07 2020 Devin Johnson

Looks like a great resource for SSM modeling!
0 replies, 5 likes


Feb 07 2020 Mark Mallory

I guess this is better than printing off a graph and holding it up against a window while holding a ruler? :) @AugerMethe @DJYurkowski
0 replies, 4 likes


Feb 08 2020 Sophie Bestley

Hey @mpred_lab check out this new SSM guide! 😍
0 replies, 3 likes


Feb 08 2020 NinaGerber

Looking forward to reading this review about SSMs and how to fit them with #Rstats
0 replies, 2 likes


Feb 08 2020 Paul Robinson

Nice review, by statistical ecologists, for ecologists, with R code. What more could you ask for :)
0 replies, 2 likes


Feb 07 2020 Jose M. Fariñas-Franco🇪🇺🦁

Time series data can be messy and getting the #rstats script right to do what you want tricky. Any help is always handy.
0 replies, 2 likes


Content

PDF content of a computer science paper: An introduction to state-space modeling of ecological time series"