Nowcasting food inflation with a massive amount of online prices

P Macias, D Stelmasiak, K Szafranek - International Journal of Forecasting, 2023 - Elsevier
The consensus in the literature on providing accurate inflation forecasts underlines the
importance of precise nowcasts. In this paper, we focus on this issue by employing a unique …

Bagged neural networks for forecasting Polish (low) inflation

K Szafranek - International Journal of Forecasting, 2019 - Elsevier
Accurate inflation forecasts lie at the heart of effective monetary policy. This paper utilizes a
thick modelling approach in order to investigate the quality of the out-of-sample short-term …

Nowcasting the unemployment rate in the EU with seasonal BVAR and Google search data

J Anttonen - 2018 - econstor.eu
In this paper a Bayesian vector autoregressive model for nowcasting the seasonally non-
adjusted unemployment rate in EU-countries is developed. On top of the official statistical …

[PDF][PDF] One-period joint forecasts of Polish inflation, unemployment and interest rate using Bayesian VEC-MSF models

J Wróblewska, A Pajor - Central European Journal of Economic …, 2019 - journals.pan.pl
The paper aims at comparing forecast ability of VAR/VEC models with a non-changing
covariance matrix and two classes of Bayesian Vector Error Correction–Stochastic Volatility …

[PDF][PDF] Bagged artificial neural networks in forecasting (low) inflation: an extensive comparison with current modelling frameworks

K Szafranek, NB Polski - 2017 - forecasters.org
Accurate inflation forecasts lie at the heart of the effective monetary policy. By utilizing a thick
modelling approach, this paper investigates the out-of-sample quality of the short-term …

Short-Run Forecasting of Core Inflation in Ukraine: a Combined ARMA Approach

D Krukovets, O Verchenko - Visnyk of the National Bank of …, 2019 - journal.bank.gov.ua
The ability to produce high-quality inflation forecasts is crucial for modern central banks.
Inflation forecasts are needed for understanding current and forthcoming inflation trends …

[HTML][HTML] Comparing Forecasting Accuracy between BVAR and VAR Models for the Russian Economy

Y Rudakouski - Экономический журнал Высшей школы …, 2023 - cyberleninka.ru
This paper investigates variations in the accuracy of forecasting key macroeconomic
indicators through the comparison of Frequentist and Bayesian vector autoregression (VAR) …

Spillovers of global liquidity and monetary policy divergence from advanced economies to Vietnam

C Le, XV Vo, A Mullineux, H Nguyen - The Singapore Economic …, 2022 - World Scientific
This paper studies the spillovers of global liquidity and monetary policy divergence from
advanced economies to Vietnam. Applying the structural Bayesian Vector Auto-Regressive …

[图书][B] Ceny żywności w Polsce i ich determinanty

M Hamulczuk, J Kufel-Gajda, S Stańko, G Szafrański… - 2016 - researchgate.net
Podaż i popyt na żywność w Polsce i wiĊNszości Nrajów na świecie w głównej mierze są
efeNtem działania mechanizmu rynNowego. Kluczową rolĊ odgrywają w nim ceny …

[PDF][PDF] КОРОТКОСТРОКОВЕ ПРОГНОЗУВАННЯ БАЗОВОЇ ІНФЛЯЦІЇ В УКРАЇНІ: ПІДХІД ІЗ КОМБІНОВАНОЮ ARMA-МОДЕЛЛЮ

О ВЕРЧЕНКО - journal.bank.gov.ua
Анотація Здатність надавати якісні прогнози інфляції має вирішальне значення для
сучасних центральних банків. Прогнозування інфляції необхідне для розуміння її …