diff --git a/docs/plots/Cumulative-ESS.md b/docs/plots/Cumulative-ESS.md
index c77cc7d..71524fc 100644
--- a/docs/plots/Cumulative-ESS.md
+++ b/docs/plots/Cumulative-ESS.md
@@ -1,4 +1,4 @@
-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)
 
@@ -9,4 +9,4 @@ The rate at which ESS increases is dependent on the mixing quality. In particula
 ## 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)
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+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)