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Update Cumulative-ESS.md
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Wytamma authored Oct 10, 2023
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The 'ESS' panel will produce cumulative ESS plots for the selected traces. Cumulative ESS plots are a novel tool that can be used to asses mixing quality and estimate how long a run will take to reach a desired ESS value (Voloch et al., 2012; Vehtarh et al., 2021). These plots are calculated on the fronted so it may take a few moments for the plot to load (depending on the amount of data).
The 'ESS' panel will produce cumulative ESS plots for the selected traces. Cumulative ESS plots are a novel tool that can be used to asses mixing quality and estimate how long a run will take to reach a desired ESS value (Voloch et al., 2012; Vehtarh et al., 2021). These plots are calculated on the frontend so it may take a few moments for the plot to load (depending on the amount of data).

![](../images/cumulativeESS.png)

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## References
Voloch CM, Schrago CG. Impact of the partitioning scheme on divergence times inferred from Mammalian genomic data sets. Evol Bioinform Online. 2012;8:207-18. doi: 10.4137/EBO.S9627. Epub 2012 May 14. PMID: 22654486; PMCID: PMC3362329.

Aki Vehtari, Andrew Gelman, Daniel Simpson, Bob Carpenter, Paul-Christian Bürkner "Rank-Normalization, Folding, and Localization: An Improved R for Assessing Convergence of MCMC (with Discussion)," Bayesian Analysis, Bayesian Anal. 16(2), 667-718, (June 2021)
Aki Vehtari, Andrew Gelman, Daniel Simpson, Bob Carpenter, Paul-Christian Bürkner "Rank-Normalization, Folding, and Localization: An Improved R for Assessing Convergence of MCMC (with Discussion)," Bayesian Analysis, Bayesian Anal. 16(2), 667-718, (June 2021)

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