Manoj Varma

From Traditional to Advanced Models: A Comparative Study between Time Series and Machine Leaning Models in Agriculture

Praveenkumar A., Manoj Varma, Srinatha T. N., Satyam Verma, Naveen G. P., Ankit Kumar Singh & Anita Sarkar · Journal of Scientific Research and Reports · 2024

The agricultural sector plays a crucial role in the global economy, with edible oil crops like groundnut being vital commodities. Accurate price forecasting is essential for stakeholders, including farmers, traders, and policymakers. The primary aim of this study is to evaluate a...

Open access Research Article 10.9734/jsrr/2024/v30i92356

Evaluating Model-assisted Estimators: A Comparative Study in High-dimensional Survey Data

Rakesh Chhalotre, B. Samuel Naik, V C Karthik, Manoj Varma, Akarsh Singh, Balan C & Ashish Gupta · Journal of Scientific Research and Reports · 2024

Model-assisted estimators have gained significant attention due to their ability to efficiently utilize auxiliary information during the estimation process. These estimators rely on a working model that links the survey variable to the auxiliary variables, which is then fitted to...

Open access Research Article 10.9734/jsrr/2024/v30i92398