OpenAlex | Statistical and Machine Learning forecasting methods: Concerns and ways forward

Statistical and Machine Learning forecasting methods: Concerns and ways forward

Work

Year: 2018

Type: article

Abstract: Machine Learning (ML) methods have been proposed in the academic literature as alternatives to statistical ones for time series forecasting. Yet, scant evidence is available about their relative perfo... more

Source: PLoS ONE

Authors Spyros Makridakis, Evangelos Spiliotis, Vassilios Assimakopoulos

Institutions University of Nicosia, National Technical University of Athens

Cites: 92

Cited by: 1,073

Related to: 10

FWCI: 100.9

Citation percentile (by year/subfield): 99.99

Topic: Forecasting Techniques and Applications

Subfield: Management Science and Operations Research

Field: Decision Sciences

Domain: Social Sciences

Open Access status: gold

APC paid (est): $1,805