The study entitled, "Statistical Modeling for fodder yield estimation of Grewia optiva in Jammu Shiwaliks" was undertaken with a objective to develop different linear/non-linear statistical models and validation of models thereof. This work gives insight about different re-sampling techniques. In the present Investigation half splitting validation technique along with non-parametric statistics was used to assess the performance of models.