Update README.md

README.md

@@ -20,6 +20,9 @@ See https://docs.pymc.io for installation.
 The codes are using the package adjustText for esthetic plots. Please refer to
 https://github.com/Phlya/adjustText for installation.
 
+The conjugate prior approach is using the code spBayes. Please refer to the package description
+by Finley and Banerjee (2020) https://cran.r-project.org/web/packages/spBayes/spBayes.pdf
+
 Other used packages are included in the standard Anaconda Distribution.
 
 For any inquiries or technical questions, please contact 
@@ -27,6 +30,12 @@ Martin Renoult (Stockholm University, Bolin Centre for Climate Research and
 Department of Meteorology)
 martin.renoult@misu.su.se
 
+21/05/2020: - Corrected a mistake in the computation of the variance L80 of the Kalman Filter
+            - Updated the two Bayesian codes with more annotations, removed some useless stuff
+            - Removed the previous OLS code
+            - Added a more efficient OLS and prediction intervals code in R
+            - Added a conjugate prior approach in R for the mPWP problem
+
 23/12/2019: for macOS Catalina (10.15) users: There could be an issue coming from
 PyMC3 3.8 and Theano (codes are running but performances are extremely reduced,
 the right c++ compiler is not found).