diff --git a/matlab/resol.m b/matlab/resol.m
index 92c775806782913052368174b1042aa847fc1eca..a6a8bc0c85de84b024b6fd38d979761e62bd3e49 100644
--- a/matlab/resol.m
+++ b/matlab/resol.m
@@ -4,7 +4,7 @@ function [dr,info,M,options,oo] = resol(check_flag,M,options,oo)
 %! @deftypefn {Function File} {[@var{dr},@var{info},@var{M},@var{options},@var{oo}] =} resol (@var{check_flag},@var{M},@var{options},@var{oo})
 %! @anchor{resol}
 %! @sp 1
-%! Computes first and second order reduced form of the DSGE model.
+%! Computes the perturbation-based decisions rules of the DSGE model (orders 1 to 3).
 %! @sp 2
 %! @strong{Inputs}
 %! @sp 1
diff --git a/matlab/stochastic_solvers.m b/matlab/stochastic_solvers.m
index 64b9b2c810933f2239c54e60f163334703f582c9..d8374c48f33dfc5882ccb7107d4a496305bb7eda 100644
--- a/matlab/stochastic_solvers.m
+++ b/matlab/stochastic_solvers.m
@@ -1,7 +1,7 @@
 function [dr,info] = stochastic_solvers(dr,task,M_,options_,oo_)
 % function [dr,info,M_,options_,oo_] = stochastic_solvers(dr,task,M_,options_,oo_)
-% computes the reduced form solution of a rational expectation model (first or second order
-% approximation of the stochastic model around the deterministic steady state). 
+% computes the reduced form solution of a rational expectations model (first, second or third 
+% order approximation of the stochastic model around the deterministic steady state). 
 %
 % INPUTS
 %   dr         [matlab structure] Decision rules for stochastic simulations.