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Introduction to Empirical Macroeconomics with R
Introduction to Empirical Macroeconomics with R YouTube video by Dariia Mykhailyshyna

Hey hey! ๐Ÿ–ค๐Ÿฉท

The video on macro analyses using the R package bsvarSIGNs by @adamwang15.bsky.social is now publicly available! Have a look!

Thank you @dariia.bsky.social and Workshops for Ukraine! ๐Ÿ’™๐Ÿ’›

๐ŸŽฆ youtu.be/zjjM0l2r6gM

#bsvarSIGNs #bsvars #rstats #IsupportUkraine

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๐Ÿฅณ When did that happen! ๐ŸŽ‰

Our package bsvarSIGNs has just reached 5K downloads! ๐Ÿš€

Thank you and stay with us!

#rstats #bsvarSIGNs

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๐Ÿš€ When did that happen?! โœจ Packages bsvars and bsvarSIGNs have reached 2๏ธโƒฃ0๏ธโƒฃK downloads on CRAN!

Thank you so much, everybody! โค๏ธ๐Ÿ’›

bsvars.org

#bsvars.org #bsvars #bsvarSIGNs #rstats #econsky

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Our packages delegate all computational tasks to C++ code.ย all time-intensive tasks are implemented in C++: estimation and forecasting, ofc. But with Bayesian multivariate dynamic structural non-linear models even simple tasks take time. so impulse responses etc. are implemented in C++ too...ย and all of them have R wrappers

Our packages delegate all computational tasks to C++ code.ย all time-intensive tasks are implemented in C++: estimation and forecasting, ofc. But with Bayesian multivariate dynamic structural non-linear models even simple tasks take time. so impulse responses etc. are implemented in C++ too...ย and all of them have R wrappers

๐Ÿฆ˜bsvars.org design concept pt. 4 ๐Ÿจ

๐Ÿ‹ Once you work with Bayesian structural dynamic non-linear system modelling everything takes a while! So, we delegate EVERYTHING to much faster C++ code! ๐Ÿฆˆ

๐ŸŒ bsvars.org

#bsvars.org #bsvars #bsvarSIGNs #cpp #rstats

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bsvars.org design concept:ย Our packages use ReppArmadillo for linear algebra
frontier package for linear algebra linking R with C++ library Armadillo; implements fast random number generators; makes C++ code as expressive as R's (or MATLAB's). we love it!

bsvars.org design concept:ย Our packages use ReppArmadillo for linear algebra frontier package for linear algebra linking R with C++ library Armadillo; implements fast random number generators; makes C++ code as expressive as R's (or MATLAB's). we love it!

๐Ÿ–ค bsvars.org design concept pt. 3 ๐Ÿ’œ

โญ We use RcppArmadillo for linear algebra because we found it very fast on matrix operations and RNGs, well-documented, easy to use in packages. We ๐Ÿ–ค it! Seriously!

๐ŸŒ bsvars.org

#bsvars.org #bsvars #bsvarSIGNs #Rcpp #RcppArmadillo #rstats

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Our packages rely on C++ code implemented using Rcpp: simple package development; simple setup, compilation, linking, object compatibility with R; parallel computations via openMP; super fast on loops; great community support.

Our packages rely on C++ code implemented using Rcpp: simple package development; simple setup, compilation, linking, object compatibility with R; parallel computations via openMP; super fast on loops; great community support.

โญ We implemented C++ code using Rcpp and could not be more glad about that! It's a fantastic facility with many functionalities.

โœจ And @eddelbuettel.com is answering all Rcpp questions the following Canadian morning, which is so great!

๐ŸŒ bsvars.org

#bsvars.org #bsvars #bsvarSIGNs #Rcpp #rstats

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bsvars.org packages design concept: convenience of using R and the speed of algorithms written in C++

bsvars.org packages design concept: convenience of using R and the speed of algorithms written in C++

๐Ÿš€ in the nearest posts we'll present the design concept behind the R packages ๐Ÿ“ฆ @bsvars ๐Ÿš€

Our driving principle was: SPEED and CONVENIENCE ๐Ÿš„ ๐Ÿช

Stay tuned for more!

#bsvars.org #bsvars #bsvarSIGNs #rstats

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Check out our presentation about

๐ŸŒŸ bsvars.org design concept โœจ

๐ŸŒ bsvars.org/2025-06-iifo...

#bsvars #bsvarSIGNs #rstats #Rpackages

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I've prepared a cool figure of @bsvars packages cumulative downloads timeline, so I'm sharing ๐Ÿ’๐Ÿ’–

bsvars.org

#rstats #bsvars #bsvarSIGNs

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historical decomposition by adamwang15 ยท Pull Request #108 ยท bsvars/bsvars Hey @donotdespair, Seems like this fixes the historical decomposition problem bsvars/bsvarSIGNs#47! Can be tested with this script: set.seed(123) devtools::load_all(".") T <- 100 N &...

This is so cool!โœจ Historical decomposition in the bsvars โค๏ธ๐Ÿ’› and bsvarSIGNs ๐Ÿ–ค๐Ÿ’œ packages are fixed now by @adamwang15.bsky.social! ๐Ÿ›

github.com/bsvars/bsvar...

#rstats #bsvars #bsvarSIGNs #cooperation #econsky

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Hey, please have a look at the presentation slides from Adam's @adamwang15.bsky.social yesterday's Workshop for Ukraine by @dariia.bsky.social ! Lot's of good materials here: bsvars.org/2025-03-bsva...

#rstats #bsvarSIGNs #macro #optimism #monetary #econsky

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Join us TODAY for the *Introduction to Empirical Macroeconomics with R* workshop by @adamwang15.bsky.social presenting our {bsvarSIGNs} package ๐Ÿ–ค๐Ÿ’œ with:

๐Ÿ“ˆ Australian monetary policy analysis
๐Ÿ˜บ optimism shock effects

#rstats #IsupportUkraine #bsvarSIGNs #econsky

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Hey! Join us for tomorrow's Workshop for Ukraine ๐Ÿ’™๐Ÿ’›by @dariia.bsky.social with Adam's @adamwang15.bsky.social presentation on *Introduction to Empirical Macroeconomics with R* using our {bsvarSIGNs} package!๐Ÿ–ค๐Ÿ’œ

See you then!

#rstats #IsupportUkraine #bsvarSIGNs #econsky

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Have a look at the newest slides from Xiaolei Wang's @adamwang15.bsky.social presentation of our R package bsvarSIGNs ๐Ÿ–ค๐Ÿ’œ for the Statistical Society of Australia

bsvars.org/2025-02-DiCo...

#bsvarSIGNs #bsvars #rstats #SSA #econsky

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Here's another workshop by Adam Xiaolei Wang @adamwang15.bsky.social presenting our R package bsvarSIGNs ๐Ÿ–ค๐Ÿ’œ for Workshops for Ukraine by @dariia.bsky.social! ๐Ÿ’™๐Ÿ’›

Save the date, March 20, and register! sites.google.com/view/dariia-...

See you then!

#bsvarSIGNs #bsvars #rstats #econsky

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Hey hey! This seminar begins in 1h! Join us! ๐Ÿ’œ๐Ÿ–ค

Adam @adamwang15.bsky.social will present the bsvarSIGNs package with application to Australian monetary policy!

#bsvarSIGNs #bsvars #rstats #econsky

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We're super happy to announce the bsvarSIGNs package version 2.0 ๐Ÿš€

And the beautiful vignette by @adamwang15.bsky.social & @tomaszwozniak.bsky.social in it! ๐Ÿ“„

It's on CRAN now: doi.org/10.32614/CRA...

#bsvarSIGNs #rstats #econsky

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๐Ÿ’– R was missing tools for SVARs and particularly on Bayesian SVARs. There were some such packages, but the literature and usersโ€™ needs are much broader.

๐Ÿ’˜ The core code for most of algorithms in our packages is written in C++ which is much faster.

๐Ÿ‘‡

#rstats #bsvars #bsvarSIGNs #foss #econsky

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Luis asked why have I chosen to develop packages for Bayesian SVARs in R. This is why:

๐Ÿ’ I really like the format of R packages how itโ€™s standardised and checked at the CRAN assuring quality.

๐Ÿ‘‡

#rstats #bsvars #bsvarSIGNs #foss #econsky

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What a summer! It's been happening in the bsvars.org verse!

3. Something really interesting is coming up! ๐Ÿ–ค๐ŸŽ€

#bsvarSIGNs #bsvars #foss #rstats #econsky

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What a summer! It's been happening in the bsvars.org verse!

2. Tomasz @tomaszwozniak gave four presentations during his Polish tour! So, if you're keen on reading about some good macroeconometrics in Polish, that's it!

#bsvarSIGNs #bsvars #foss #econsky #rstats

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What a summer! It's been happening in the bsvars.org verse!

1. the bsvarSIGNs package reached 2K downloads! YAY! and Thank you! ๐Ÿ–ค๐ŸŽ€ And there's already more!

#bsvarSIGNs #bsvars #foss #econsky

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This is amazing and incredible! ๐Ÿ–ค๐Ÿฉท Adam Xiaolei Wang has won the ๐”ป๐•š โ„‚๐• ๐• ๐•œ ๐•†๐•ก๐•–๐•Ÿ ๐•Š๐• ๐•ฆ๐•ฃ๐•”๐•– ๐•Š๐•ฅ๐•’๐•ฅ๐•š๐•ค๐•ฅ๐•š๐•”๐•’๐• ๐•Š๐• ๐•—๐•ฅ๐•จ๐•’๐•ฃ๐•– ๐”ธ๐•จ๐•’๐•ฃ๐•• for our ๐—ฅ package ๐—ฏ๐˜€๐˜ƒ๐—ฎ๐—ฟ๐—ฆ๐—œ๐—š๐—ก๐˜€ ๐Ÿ˜๐Ÿ’– We're so happy and honoured! Thank you Statistical Society of Australia, @visnut.bsky.social, and the award committee!

#bsvarSIGNs #rstats #foss #econsky

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Predictive Analyses using R packages bsvars & bsvarSIGNs
Predictive Analyses using R packages bsvars & bsvarSIGNs YouTube video by Forecasting for Social Good

Oh WOW! F4SG has released the video recording of the presentation! ๐Ÿ’–๐Ÿ’ Fantastic! 2h of good work on predictive analyses with Bayesian structural VARs! ๐Ÿ‘€๐Ÿ‘‚

www.youtube.com/watch?v=QT02...

#bsvars #bsvarSIGNs #rstats #econsky #forecasting

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It feels so good to give a presentation for Forecasting for Social Good ๐Ÿ˜บ๐Ÿ˜ป

Have a look at the slides for my presentation ๐™ฅ๐™ง๐™š๐™™๐™ž๐™˜๐™ฉ๐™ž๐™ซ๐™š ๐™–๐™ฃ๐™–๐™ก๐™ฎ๐™จ๐™š๐™จ ๐™ช๐™จ๐™ž๐™ฃ๐™œ ๐™ ๐™ฅ๐™–๐™˜๐™ ๐™–๐™œ๐™š๐™จ ๐™—๐™จ๐™ซ๐™–๐™ง๐™จ ๐™–๐™ฃ๐™™ ๐™—๐™จ๐™ซ๐™–๐™ง๐™Ž๐™„๐™‚๐™‰๐™จ bsvars.org/2024-12-F4SG
Thanks for joining! ๐Ÿฉท๐Ÿ’› ๐Ÿ–ค๐Ÿฉท

#bsvars #bsvarSIGNs #rstats #f4sg #forecasting #socialgood #econsky

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Hey hey! This presentation is starting in 10 minutes! See you very soon, Forecasting for Social Good (F4SG) ๐Ÿš€๐Ÿง๐Ÿ“ฆ #bsvars #bsvarSIGNs #rstats #econsky

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Just a simple idea: bridge the gap between the responsibilities and objectives of academic researchers and governance institutions modellers with quality software packages! ...presented at the ๐๐ฎ๐›๐ฅ๐ข๐œ ๐’๐ž๐œ๐ญ๐จ๐ซ ๐„๐œ๐จ๐ง๐จ๐ฆ๐ข๐œ๐ฌ ๐‚๐จ๐ง๐Ÿ๐ž๐ซ๐ž๐ง๐œ๐ž!
github.com/bsvars/2024-...
#bsvars #bsvarSIGNs #econsky #rstats

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Coming up soon! A presentation of my ๐—ฅ packages ๐—ฏ๐˜€๐˜ƒ๐—ฎ๐—ฟ๐˜€ and ๐—ฏ๐˜€๐˜ƒ๐—ฎ๐—ฟ๐—ฆ๐—œ๐—š๐—ก๐˜€ for ๐”ฝ๐• ๐•ฃ๐•–๐•”๐•’๐•ค๐•ฅ๐•š๐•Ÿ๐•˜ ๐•—๐• ๐•ฃ ๐•Š๐• ๐•”๐•š๐•’๐• ๐”พ๐• ๐• ๐••! Join us!

I love the movement and the IJF editors statement. And I'm working to answer the call.

So, this is my first chance!

#bsvars #bsvarSIGNs #f4sg #econsky #rstats #forecasting

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Oh fun! ...with this bsky handles set to your domain! ๐Ÿฆ‹๐Ÿ’–

See you at @bsvars.org

#bsvars #bsvarSIGNs #rstats #foss #econsky

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How can I add deterministics to a model identified by Sign restrictions? ยท Issue #55 ยท bsvars/bsvarSIGNs I am trying to estimate a series of models with some deterministics - i.e., constant terms, dummies for the 2008 financial crises and some time trends. After revising the documentation I have strug...

Working with exogenous variables and deterministic terms in Structural Vector Autoregressions identified by sign, zero, AND narrative restrictions?
- Yes, please, and you're welcome! You just need our ๐—ฅ package ๐—ฅ ๐—ฏ๐˜€๐˜ƒ๐—ฎ๐—ฟ๐—ฆ๐—œ๐—š๐—ก๐˜€!
github.com/bsvars/bsvar...
#bsvarSIGNs #bsvars #rstats #foss

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