Central Limit Theorem: A sampling distribution of the mean is approximately normally distributed if the sample size is sufficiently large. This is true no matter what the population distribution is.

The sampling plan using the classical statistics under the exponential distribution can be applied only when there are certainty and clearness and in observations and parameters.

Sampling Distribution of t This applet is designed to allow you to draw samples from a particular population with a known mean ( = 0), calculate the mean, standard deviation, and t for each sample, ...

It is shown that exact distribution-free confidence intervals for a population median can be obtained from a stratified sample under very special circumstances. The principal result concerns the order ...

Gina-Maria Pomann, Ana-Maria Staicu, Sujit Ghosh, A two-sample distribution-free test for functional data with application to a diffusion tensor imaging study of multiple sclerosis, Journal of the ...

1 Department of Studies in Statistics, University of Mysore, Mysore, India. 2 All India Institute of Speech and Hearing, Mysore, India. In many studies where sampling is used, such as environmental ...

A research team has developed a novel direct sampling method based on deep generative models. Their method enables efficient ...