Non-Linear Growth Models for Acreage, Production and  Productivity of Food-grains in Haryana

Sanju; Deepender

doi:10.9734/jeai/2023/v45i72126

Research Article Open access CC BY 4.0

Non-Linear Growth Models for Acreage, Production and Productivity of Food-grains in Haryana

Sanju, Deepender

Journal of Experimental Agriculture International · pp. 1–8 · Published 14 Apr 2023

10.9734/jeai/2023/v45i72126

Abstract

In order to understand the growth patterns of diverse commodities, agricultural research heavily relies on the computation of growth rates. For the computation of the growth rate, many researchers adopted the parametric approach rather than the non-linear model. In this paper, an attempt has been made to develop non-linear growth models for acreage, production and productivity of total (kharif + rabi) food-grains in Haryana from 1966 to 2021. We discussed different non-linear growth model viz. Logistic, Gompertz and Monomolecular and also determined the initial value for each parameter. The parameters were estimated using Levenberg - Marquardt’s iterative method of non-linear regression. Best model was selected based on goodness of fit statistics such R2, RMSE and MAE. Finally we concluded that Logistic model was found suitable to fit for acreage, production and productivity of food-grains grown in Haryana followed by Gompertz model. Forecasting for the period 2022–2026 was done using the selected best non linear growth model.

Coefficient of determination Gompertz logistic monomolecular non-linear growth model

Cited by 1

1 citation reported by external sources — individual citing-article records aren't available to list yet.

Estimation of Air Quality in Aba Urban, Nigeria Using the Multiple Linear Regression Technique — shares topic coverage
A Statistical Approach for Analysis of Trend Pattern of Pigeon Pea in India — shares topic coverage
Empirical Analysis of the Growth Dynamics and Instability of Cotton, Jute, and Mesta in India — shares topic coverage
Statistical Modeling for Analysis of Growth and Trend Pattern of Wheat Production in Selected States of India — shares topic coverage
Performance of the Major Pulses Crop in India: Growth and Instability — shares topic coverage

Access this article

View at publisher

Cite this article

Sanju, Deepender (2023). Non-Linear Growth Models for Acreage, Production and Productivity of Food-grains in Haryana. Journal of Experimental Agriculture International , 1–8. https://doi.org/10.9734/jeai/2023/v45i72126

Affiliations

Sanju — Department of Mathematics and Statistics, CCS Haryana Agriculture University, Hisar, Haryana, India.
Deepender — School of Computer Applications, Lovely Professional University, Punjab, India.

Metrics

0
Views: 0
Downloads: 1
Citations: 0
Outbound

Full metrics

Article metrics

Real usage data collected on this platform.

0

Page views

0

PDF downloads

0

Outbound clicks

1

Citations

Views by country

Approximate, from request IP at view time — not citizenship or institution. Countries with fewer than 5 views are grouped as "Other".

No views recorded yet.

Traffic sources

Referring site, by host.

No traffic recorded yet.

Views and downloads exclude known bots/crawlers. Citations combines this platform's own DOI-resolved index with each external source's own reported total — see Cited by above for individually listed citing works. Last refreshed 0 seconds ago.