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India targets 20% ethanol blending (E20) by 2025-26. This article weighs the real benefits — lower import bills, farmer income, cleaner emissions — against genuine concerns: food vs. fuel conflict, water stress, engine compatibility, and distillery effluent.
Keywords: Rao’s U-Statistic, Discriminant Analysis, Multivariate Inference, Mahalanobis Distance, Variable Selection, Fisher’s Iris Data, Statistical Modeling, C.R. Rao, Data Science Introduction to Rao’s U-Statistic In…
A comprehensive, mathematically rigorous guide to L-moment-based Regional Frequency Analysis of maximum monthly rainfall in Haryana, detailing the screening, clustering, and best-fit distributions (GLO, GEV, PE3) for three distinct homogeneous regions.
A comprehensive guide to the Multivariate Behrens-Fisher problem, detailing Yao’s test, Nel & Van der Merwe’s approximation, Johansen’s F-approximation, and agricultural examples.
A mathematically rigorous guide to the Two-Sample Behrens-Fisher problem, detailing Welch’s t-test, Cochran’s approximation, agricultural examples, and R/Python code.
A comprehensive, mathematically rigorous guide to sample size calculations for means, proportions, and their differences, featuring real-world agricultural examples and Python/R codes.
This statistical series presents the All-India area, production and yield of wheat from 2015-16 to 2024-25. The figures are from Table 2.5(a) of the Government…
Export volume is shown in lakh metric tonnes (LMT). India’s Basmati rice exports show a strong recovery after the 2021-22 dip. Export volume rose from…
Authors: BK Hooda This article presents an empirical application of Principal Variable Analysis (PVA) methods for trait selection in agricultural research using a dataset of…
In the dynamic world of agricultural statistics and data science, the ability to extract meaningful insights from complex datasets is paramount. From understanding the socio-economic…