A Neural Network Approach to Forecasting Inflation

Jane Binner; Huw Dixon; Jonathan  Tepper; Barry  Jones

A Neural Network Approach to Forecasting Inflation

Jane Binner, Huw Dixon, Jonathan Tepper, Barry Jones

Finance

Research output: Chapter in Book/Report/Conference proceeding › Chapter

Abstract

NIESR forecasts of inflation over the next few months are based on Dixon (2021), which outlined a simple method for predicting inflation in the short run, using the simple arithmetic of annual inflation.

Original language	English
Title of host publication	National Institute UK Economic Outlook
Subtitle of host publication	Spring 2024: A Pre-Election Gloom
Place of Publication	London
Publisher	National Institute of Economic and Social Research
Chapter	Box A
Pages	8-32
Number of pages	24
Publication status	Published - 9 May 2024

Publication series

Name	National Institute UK Economic Outlook
Publisher	National Institute of Economic and Social Research
Number	14
Volume	Series A

Keywords

Inflation forecasting
Neural Networks

Access to Document

https://www.niesr.ac.uk/publications/neural-network-approach-forecasting-inflation?type=uk-economic-outlook-box-analysisLicence: None: All rights reserved

Cite this

Binner, J., Dixon, H., Tepper, J., & Jones, B. (2024). A Neural Network Approach to Forecasting Inflation. In National Institute UK Economic Outlook: Spring 2024: A Pre-Election Gloom (pp. 8-32). (National Institute UK Economic Outlook; Vol. Series A, No. 14). National Institute of Economic and Social Research. https://www.niesr.ac.uk/publications/neural-network-approach-forecasting-inflation?type=uk-economic-outlook-box-analysis

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title = "A Neural Network Approach to Forecasting Inflation",

abstract = "NIESR forecasts of inflation over the next few months are based on Dixon (2021), which outlined a simple method for predicting inflation in the short run, using the simple arithmetic of annual inflation.",

keywords = "Inflation forecasting, Neural Networks",

author = "Jane Binner and Huw Dixon and Jonathan Tepper and Barry Jones",

year = "2024",

month = may,

day = "9",

language = "English",

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Binner, J, Dixon, H, Tepper, J & Jones, B 2024, A Neural Network Approach to Forecasting Inflation. in National Institute UK Economic Outlook: Spring 2024: A Pre-Election Gloom. National Institute UK Economic Outlook, no. 14, vol. Series A, National Institute of Economic and Social Research, London, pp. 8-32. <https://www.niesr.ac.uk/publications/neural-network-approach-forecasting-inflation?type=uk-economic-outlook-box-analysis>

A Neural Network Approach to Forecasting Inflation. / Binner, Jane; Dixon, Huw; Tepper, Jonathan et al.
National Institute UK Economic Outlook: Spring 2024: A Pre-Election Gloom. London: National Institute of Economic and Social Research, 2024. p. 8-32 (National Institute UK Economic Outlook; Vol. Series A, No. 14).

Research output: Chapter in Book/Report/Conference proceeding › Chapter

TY - CHAP

T1 - A Neural Network Approach to Forecasting Inflation

AU - Binner, Jane

AU - Dixon, Huw

AU - Tepper, Jonathan

AU - Jones, Barry

PY - 2024/5/9

Y1 - 2024/5/9

N2 - NIESR forecasts of inflation over the next few months are based on Dixon (2021), which outlined a simple method for predicting inflation in the short run, using the simple arithmetic of annual inflation.

AB - NIESR forecasts of inflation over the next few months are based on Dixon (2021), which outlined a simple method for predicting inflation in the short run, using the simple arithmetic of annual inflation.

KW - Inflation forecasting

KW - Neural Networks

M3 - Chapter

T3 - National Institute UK Economic Outlook

SP - 8

EP - 32

BT - National Institute UK Economic Outlook

PB - National Institute of Economic and Social Research

CY - London

ER -

A Neural Network Approach to Forecasting Inflation

Abstract

Publication series

Keywords

Access to Document

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Cite this