Dublin Core The Dublin Core metadata element set is common to all Omeka records, including items, files, and collections. For more information see, http://dublincore.org/documents/dces/. Title A name given to the resource Articles Article Faculty Publications -Articles Dublin Core The Dublin Core metadata element set is common to all Omeka records, including items, files, and collections. For more information see, http://dublincore.org/documents/dces/. Title A name given to the resource Analysis and Forecasting of Area Under Cultivation of Rice in India: Univariate Time Series Approach Subject The topic of the resource ARIMA; Holt's exponential smoothing; NNAR models; Time series analysis; Univariate analysis Description An account of the resource This study uses three distinct models to analyse a univariate time series of data: Holt's exponential smoothing model, the autoregressive integrated moving average (ARIMA) model, and the neural network autoregression (NNAR) model. The effectiveness of each model is assessed using in-sample forecasts and accuracy metrics, including mean absolute percentage error, mean absolute square error, and root mean square log error. The area under cultivation in India for the following 5years is predicted using the model whose fitted values are most like the observed values. This is determined by performing a residual analysis. The time series data used for the study was initially found to be non-stationary. It is then transformed into stationary data using differencing before the models can be used for analysis and prediction. 2023, The Author(s), under exclusive licence to Springer Nature Singapore Pte Ltd. Creator An entity primarily responsible for making the resource Annamalai N.; Johnson A. Source A related resource from which the described resource is derived SN Computer Science, Vol-4, No. 2 Publisher An entity responsible for making the resource available Springer Date A point or period of time associated with an event in the lifecycle of the resource 2023-01-01 Identifier An unambiguous reference to the resource within a given context <a href="https://doi.org/10.1007/s42979-022-01604-0" target="_blank" rel="noreferrer noopener">https://doi.org/10.1007/s42979-022-01604-0</a> <br /><br /><a href="https://www.scopus.com/inward/record.uri?eid=2-s2.0-85147423794&amp;doi=10.1007%2Fs42979-022-01604-0&amp;partnerID=40&amp;md5=5a2680691ea43880efa497ec4eaee860" target="_blank" rel="noreferrer noopener">https://www.scopus.com/inward/record.uri?eid=2-s2.0-85147423794&amp;doi=10.1007%2fs42979-022-01604-0&amp;partnerID=40&amp;md5=5a2680691ea43880efa497ec4eaee860</a> Rights Information about rights held in and over the resource All Open Access; Bronze Open Access; Green Open Access Relation A related resource ISSN: 2662995X Format The file format, physical medium, or dimensions of the resource Online Language A language of the resource English Type The nature or genre of the resource Article Coverage The spatial or temporal topic of the resource, the spatial applicability of the resource, or the jurisdiction under which the resource is relevant Annamalai N., CHRIST (Deemed to be University), Pune Lavasa, India; Johnson A., CHRIST (Deemed to be University), Pune Lavasa, India