Scientific Research Publishing

Stone, B. K. (2015). Choosing between a Nonparametric Test and a Parametric Test.

ABSTRACT: The article gives a critique of parametric and nonparametric tests and processes of inferential statistics in forecasting customer flows in 7 selected small business enterprises in Uganda.
Scientific Research Publishing

A Practical Guide to Statistical Tests in the Biomedical Field: From Parametric to Nonparametric, Where and How? ()

Laboratory of Epidemiology and Public Health, Faculty of Medicine and Pharmacy of Tangier, Abdelmalek Essaâdi University, CHU of Tangier, Tangier, Morocco. Healthcare decisions are based on scientific ...
JSTOR Daily

Non-parametric inference on (conditional) quantile differences and interquantile ranges, using L-statistics

We provide novel, high-order accurate methods for non-parametric inference on quantile differences between two populations in both unconditional and conditional settings. These quantile differences ...
IEEE

Correlation of parametric and nonparametric statistics for applications in signal detection

Abstract: In this paper, we address correlation coefficients among some representative statistics of independent and identically distributed random signals. The lower and upper bounds on the ...
Europe PMC

A BAYESIAN NONPARAMETRIC MIXTURE MODEL FOR SELECTING GENES AND GENE SUBNETWORKS.

It is very challenging to select informative features from tens of thousands of measured features in high-throughput data analysis. Recently, several parametric/regression models have been developed ...
JSTOR Daily

On Approximating Parametric Bayes Models by Nonparametric Bayes Models

Let τ be a prior distribution over the parameter space Θ for a given parametric model P θ, θ ∈ Θ. For the sample space X (over which P θ 's are probability measures) belonging to a general class of ...