Fully reconciled GDP forecasts from Income and Expenditure sides

04/08/2020
by   Luisa Bisaglia, et al.
0

In this paper we re-consider the results of Athanasopoulos et al. (2019), where the forecasts of the Australian quarterly series which form the Gross Domestic Product (GDP) at current prices are separately reconciled from Income (16 time series) and Expenditure (80 time series) sides. We instead propose a complete reconciliation strategy, resulting in a `one number forecast' of the GDP figure, coherent with both sides' forecasted series, and evaluate the performance of the reconciled forecasts according to the new proposal.

READ FULL TEXT

page 1

page 2

page 3

page 4

research
06/10/2021

Forecast combination based forecast reconciliation: insights and extensions

In a recent paper, while elucidating the links between forecast combinat...
research
05/09/2023

Point and probabilistic forecast reconciliation for general linearly constrained multiple time series

Forecast reconciliation is the post-forecasting process aimed to revise ...
research
07/30/2020

Prediction of hierarchical time series using structured regularization and its application to artificial neural networks

This paper discusses the prediction of hierarchical time series, where e...
research
11/13/2012

Time-series Scenario Forecasting

Many applications require the ability to judge uncertainty of time-serie...
research
03/22/2019

Optimal Combination Forecasts on Retail Multi-Dimensional Sales Data

Time series data in the retail world are particularly rich in terms of d...
research
01/22/2018

News-based forecasts of macroeconomic indicators: A semantic path model for interpretable predictions

The macroeconomic climate influences operations with regard to, e.g., ra...
research
08/05/2017

Construction and Visualization of Optimal Confidence Sets for Frequentist Distributional Forecasts

The focus of this paper is on the quantification of sampling variation i...

Please sign up or login with your details

Forgot password? Click here to reset