Developing cultivars that are stable in a variety of conditions has been a problem for plant breeders. The environment can have an impact on a cultivar's phenotypic performance, or different environments can have different effects on different cultivars. Variance resulting from a...
Open access
Research Article10.9734/jsrr/2024/v30i51944
Machine learning approaches has the advantage that in most of machine leaning algorithms data transformation is unnecessary, can handle missing predictor variables, success of prediction is not dependent on data meeting normality conditions or covariance homogeneity, variable sel...
Open access
Research Article10.9734/jeai/2022/v44i730833
Forecasting of agricultural outputs well in advance has always been the focus of numerous researchers due to its direct implications on various areas of the society. This study aims to develop State Space Models (SSMs) with weather as an exogenous input over the commonly used ARI...
Open access
Research Article10.9734/cjast/2020/v39i4831268
The present study is an attempt towards identification of principal agricultural and socio-economic dimensions in Haryana using principal component analysis (PCA) and canonical correlation analysis techniques. Principal component analysis transforms the original set of variables...
Open access
Research Article10.9734/AIR/2017/34767
The issue of poverty estimation in India has been drawing attention since independence. The process for measuring poverty in India was initiated in early sixties, when a working group from planning commission provided a quantification of minimum food and non-food requirements of...
Open access
Research Article10.9734/AIR/2017/34765
The purpose of the study was to check the efficacy of K-means and Genetic Algorithm methods for clustering of Indian mustard genotypes. The secondary data for the growth and yield characteristics of 80 Indian Mustard genotypes were used to identify patterns and best genotypes for...
Open access
Research Article10.9734/ajaees/2025/v43i52738
A GGE Biplot provides an efficient graphical procedure for identification of favourable genotypes and mega-environment analysis. It displays the Genotype main effect (G) and genotype-by-environment (GE) interaction in two dimensions. It also possesses an extra property in the eva...
Open access
Research Article10.9734/AIR/2018/43488