From 052edd77e496b82ab6cd51b69aad46ddb38f08d3 Mon Sep 17 00:00:00 2001 From: StefanoDamato Date: Thu, 5 Mar 2026 17:51:12 +0100 Subject: [PATCH 1/3] SD added as author --- DESCRIPTION | 15 ++++++++++----- README.Rmd | 18 ++++++++++++------ README.md | 46 +++++++++++++++++++--------------------------- 3 files changed, 41 insertions(+), 38 deletions(-) diff --git a/DESCRIPTION b/DESCRIPTION index a8ed361..799f133 100644 --- a/DESCRIPTION +++ b/DESCRIPTION @@ -8,16 +8,21 @@ Authors@R: c(person(given = "Dario", role = c("aut","cre"), email = "dario.azzimonti@gmail.com", comment = c(ORCID = "0000-0001-5080-3061")), + person(given = "Lorenzo", + family = "Zambon", + role = c("aut"), + email = "lorenzo.zambon@idsia.ch", + comment = c(ORCID = "0000-0002-8939-993X")), + person(given = "Stefano", + family = "Damato", + role = c("aut"), + email = "stefano.damato@idsia.ch", + comment = c(ORCID = "0009-0001-0225-3736")), person(given = "Nicolò", family = "Rubattu", role = c("aut"), email = "nicolo.rubattu@idsia.ch", comment = c(ORCID = "0000-0002-2703-1005")), - person(given = "Lorenzo", - family = "Zambon", - role = c("aut"), - email = "lorenzo.zambon@idsia.ch", - comment = c(ORCID = "0000-0002-8939-993X")), person(given = "Giorgio", family = "Corani", role = c("aut"), diff --git a/README.Rmd b/README.Rmd index 0a79868..773bc52 100644 --- a/README.Rmd +++ b/README.Rmd @@ -285,18 +285,24 @@ in Proceedings of Machine Learning Research 244:4078-4095. [Available here](http (Maintainer)
dario.azzimonti@gmail.com - - - Nicolò Rubattu
- Nicolò Rubattu
- nicolo.rubattu@idsia.ch - Lorenzo Zambon
Lorenzo Zambon
lorenzo.zambon@idsia.ch + + + Stefano Damato
+ Stefano Damato
+ stefano.damato@idsia.ch + + + + Nicolò Rubattu
+ Nicolò Rubattu
+ nicolo.rubattu@idsia.ch + Giorgio Corani
diff --git a/README.md b/README.md index e53460f..3db93e7 100644 --- a/README.md +++ b/README.md @@ -33,7 +33,10 @@ The main functions are: the bottom forecasts are discrete distributions; - `reconc_TDcond`: reconciliation via top-down conditioning of mixed hierarchies, where the upper forecasts are multivariate Gaussian and - the bottom forecasts are discrete distributions. + the bottom forecasts are discrete distributions; +- `reconc_t`: reconciliation via conditioning with uncertain covariance + matrix; the reconciled forecasts are multivariate Student-t; this is + done analytically. ## News @@ -73,7 +76,7 @@ bottom variables are the two 6-monthly forecasts and the upper variable is the yearly forecast. We denote the variables for the two semesters and the year by $S_1, S_2, Y$ respectively. - + The hierarchy is described by the *aggregation matrix* A, which can be obtained using the function `get_reconc_matrices`. @@ -147,7 +150,7 @@ points( ) ``` - + The blue circles represent the probability mass function of a Poisson with parameter $\lambda_{S_1}$ plotted on top of the histogram of the @@ -179,7 +182,7 @@ plot( ) ``` - + We also provide a function for sampling using Markov Chain Monte Carlo (Corani et al., 2023). @@ -288,56 +291,45 @@ Intelligence, in Proceedings of Machine Learning Research 244:4078-4095. ## Contributors - - - - - - - - - + + - - -
- Dario Azzimonti
Dario Azzimonti
(Maintainer)
dario.azzimonti@gmail.com 		- - -Nicolò Rubattu
-Nicolò Rubattu
-nicolo.rubattu@idsia.ch -		 - Lorenzo Zambon
Lorenzo Zambon
lorenzo.zambon@idsia.ch 		- + +Stefano Damato
+Stefano Damato
+stefano.damato@idsia.ch +		 + +Nicolò Rubattu
+Nicolò Rubattu
+nicolo.rubattu@idsia.ch +		 Giorgio Corani
Giorgio Corani
giorgio.corani@idsia.ch
- - ## Getting help From b697545560d26f32cdb157a3818a6f7d3229764b Mon Sep 17 00:00:00 2001 From: StefanoDamato Date: Thu, 5 Mar 2026 17:55:33 +0100 Subject: [PATCH 2/3] SD added as author --- man/bayesRecon-package.Rd | 3 ++- 1 file changed, 2 insertions(+), 1 deletion(-) diff --git a/man/bayesRecon-package.Rd b/man/bayesRecon-package.Rd index 9dfe08e..7231ed2 100644 --- a/man/bayesRecon-package.Rd +++ b/man/bayesRecon-package.Rd @@ -94,8 +94,9 @@ Useful links: Authors: \itemize{ - \item Nicolò Rubattu \email{nicolo.rubattu@idsia.ch} (\href{https://orcid.org/0000-0002-2703-1005}{ORCID}) \item Lorenzo Zambon \email{lorenzo.zambon@idsia.ch} (\href{https://orcid.org/0000-0002-8939-993X}{ORCID}) + \item Stefano Damato \email{stefano.damato@idsia.ch} (\href{https://orcid.org/0009-0001-0225-3736}{ORCID}) + \item Nicolò Rubattu \email{nicolo.rubattu@idsia.ch} (\href{https://orcid.org/0000-0002-2703-1005}{ORCID}) \item Giorgio Corani \email{giorgio.corani@idsia.ch} (\href{https://orcid.org/0000-0002-1541-8384}{ORCID}) } From 78091aad7f94885673700915639473826ec529fa Mon Sep 17 00:00:00 2001 From: StefanoDamato Date: Thu, 5 Mar 2026 18:12:16 +0100 Subject: [PATCH 3/3] Reference to t-Rec added --- DESCRIPTION | 6 ++++-- 1 file changed, 4 insertions(+), 2 deletions(-) diff --git a/DESCRIPTION b/DESCRIPTION index 799f133..5fa4814 100644 --- a/DESCRIPTION +++ b/DESCRIPTION @@ -36,8 +36,10 @@ Description: Provides methods for probabilistic reconciliation of hierarchical f , Bottom-Up Importance Sampling (Zambon et al., 2024) , - methods for the reconciliation of mixed hierarchies (Mix-Cond and TD-cond) - (Zambon et al., 2024) . + methods for the reconciliation of mixed hierarchies (Mix-Cond and TD-cond) (Zambon et al., 2024) + . + reconciliation via conditioning with uncertain covariance matrix via multivariate Student-t (Carrara et al., 2025) + . License: LGPL (>= 3) Depends: R (>= 4.1.0) Imports: