diff --git a/man/bsvarSIGNs-package.Rd b/man/bsvarSIGNs-package.Rd
index 9cb6d04..adb751a 100644
--- a/man/bsvarSIGNs-package.Rd
+++ b/man/bsvarSIGNs-package.Rd
@@ -9,8 +9,8 @@ by Sign, Zero, and Narrative Restrictions}
 Implements state-of-the-art algorithms for the Bayesian analysis 
 of Structural Vector Autoregressions identified by sign, zero, and narrative 
 restrictions. The core model is based on a flexible Vector Autoregression with 
-estimated hyper-parameters of the Minnesota prior as in  
-Giannone, Lenza, Primiceri (2015) <doi:10.1162/REST_a_00483>. The sign 
+estimated hyper-parameters of the Minnesota prior and the dummy observation priors
+as in Giannone, Lenza, Primiceri (2015) <doi:10.1162/REST_a_00483>. The sign 
 restrictions are implemented employing the methods proposed by 
 Rubio-Ramírez, Waggoner & Zha (2010) <doi:10.1111/j.1467-937X.2009.00578.x>, 
 while identification through sign and zero restrictions follows the approach 
diff --git a/man/compute_variance_decompositions.PosteriorBSVARSIGN.Rd b/man/compute_variance_decompositions.PosteriorBSVARSIGN.Rd
index 09bdd92..579a287 100644
--- a/man/compute_variance_decompositions.PosteriorBSVARSIGN.Rd
+++ b/man/compute_variance_decompositions.PosteriorBSVARSIGN.Rd
@@ -54,7 +54,7 @@ optimism |>
 Kilian, L., & Lütkepohl, H. (2017). Structural VAR Tools, Chapter 4, In: Structural vector autoregressive analysis. Cambridge University Press.
 }
 \seealso{
-\code{\link{compute_impulse_responses.PosteriorBSVARSIGN}}, \code{\link{estimate.BSVARSIGN}}, \code{\link{normalise_posterior}}, \code{\link{summary}}, \code{\link{plot}}
+\code{\link{compute_impulse_responses.PosteriorBSVARSIGN}}, \code{\link{estimate.BSVARSIGN}}, \code{\link{summary}}, \code{\link{plot}}
 }
 \author{
 Xiaolei Wang \email{adamwang15@gmail.com} and Tomasz Woźniak \email{wozniak.tom@pm.me}
diff --git a/man/specify_bsvarSIGN.Rd b/man/specify_bsvarSIGN.Rd
index 230e600..ce2732a 100644
--- a/man/specify_bsvarSIGN.Rd
+++ b/man/specify_bsvarSIGN.Rd
@@ -80,7 +80,7 @@ spec$get_starting_values()
 
 }
 \seealso{
-\code{\link{estimate}}, \code{\link{specify_posterior_bsvarSIGN}}
+\code{\link{estimate.BSVARSIGN}}, \code{\link{specify_posterior_bsvarSIGN}}
 }
 \section{Public fields}{
 \if{html}{\out{<div class="r6-fields">}}
diff --git a/man/specify_narrative.Rd b/man/specify_narrative.Rd
index c834821..4736409 100644
--- a/man/specify_narrative.Rd
+++ b/man/specify_narrative.Rd
@@ -31,6 +31,9 @@ of shock to var is the greater/less than the sum of all other shocks.}
 
 \item{var}{positive integer - the index of the variable to which the narrative restriction applies.}
 }
+\value{
+An object of class \code{narrative} specifying one narrative restriction.
+}
 \description{
 The class narrative specifies a single narrative restriction.
 }
diff --git a/man/specify_posterior_bsvarSIGN.Rd b/man/specify_posterior_bsvarSIGN.Rd
index fa37d63..2ff99c2 100644
--- a/man/specify_posterior_bsvarSIGN.Rd
+++ b/man/specify_posterior_bsvarSIGN.Rd
@@ -43,7 +43,7 @@ posterior$is_normalised()
 
 }
 \seealso{
-\code{\link{estimate}}, \code{\link{specify_bsvarSIGN}}
+\code{\link{estimate.BSVARSIGN}}, \code{\link{specify_bsvarSIGN}}
 }
 \section{Public fields}{
 \if{html}{\out{<div class="r6-fields">}}
diff --git a/man/specify_prior_bsvarSIGN.Rd b/man/specify_prior_bsvarSIGN.Rd
index 80c6e89..140808e 100644
--- a/man/specify_prior_bsvarSIGN.Rd
+++ b/man/specify_prior_bsvarSIGN.Rd
@@ -43,7 +43,6 @@ prior = specify_prior_bsvarSIGN$new(optimism, p = 4)
 
 # estimate hyper parameters with adaptive Metropolis algorithm
 prior$estimate_hyper(S = 10, psi = TRUE)
-# prior$estimate_hyper(S = 10000, psi = TRUE)
 
 # trace plot
 hyper = t(prior$hyper)
@@ -223,7 +222,6 @@ prior = specify_prior_bsvarSIGN$new(optimism, p = 4)
 
 # estimate hyper parameters with adaptive Metropolis algorithm
 prior$estimate_hyper(S = 10, psi = TRUE)
-# prior$estimate_hyper(S = 10000, psi = TRUE)
 
 # trace plot
 hyper = t(prior$hyper)