From c98b5e7217b40707d3856746771bf3119599446d Mon Sep 17 00:00:00 2001
From: Thomas Bury <36854425+ThomasMBury@users.noreply.github.com>
Date: Sat, 18 May 2024 21:26:16 -0400
Subject: [PATCH] Update README.md

---
 README.md | 4 ++--
 1 file changed, 2 insertions(+), 2 deletions(-)

diff --git a/README.md b/README.md
index 6e1d0a8..ab8a18a 100644
--- a/README.md
+++ b/README.md
@@ -16,7 +16,7 @@ Many systems in nature and society have the capacity to undergo critical transit
 
 The package provides:
 
-  - An intuitive, object-oriented framework for working with EWS in a given time series
+  - An intuitive, object-oriented framework for computing EWS for a given time series
   - Time series detrending methods using
     - A Gaussian kernel
     - LOWESS (Locally Weighted Scatterplot Smoothing)
@@ -25,9 +25,9 @@ The package provides:
     - Autocorrelation (at specified lag times)
     - Higher-order statistical moments (skewness, kurtosis)
     - Power spectrum and associated metrics
+    - Various entropy measures
   - Computation of Kendall tau values to quantify trends
   - Application of deep learning classifiers for bifurcation prediction as in [Bury et al. 2021](https://www.pnas.org/doi/10.1073/pnas.2106140118).
-  - Block-bootstrapping of time-series to obtain confidence intervals on EWS estimates
   - Visualisation tools to display output
   - Built-in theoretical models to test EWS