Simple Random Sampling: 6 Basic Steps With Examples

A simple random sample is a subset of a statistical population where each member of the population is equally likely to be ...

This Is What Will Ruin Public Opinion Polling for Good

Instead of navigating the obstacles to conduct polls with human respondents, pollsters are running A.I. simulations instead.
IEEE

Towards Better Generalization of Deep Neural Networks via Non-Typicality Sampling Scheme

Abstract: Improving the generalization performance of deep neural networks (DNNs) trained by minibatch stochastic gradient descent (SGD) has raised lots of concerns from deep learning practitioners.
IEEE

Improved Ratio Estimator under Stratified Simple Random Sampling Using Auxiliary Variable

Abstract: In this study, we suggested an improved ratio estimator for stratification utilizing an auxiliary variable in simple random sampling. Theoretically, bias ...