Sentence examples for uses a nonparametric method from inspiring English sources

There are two kinds of pattern identification unit: One uses a parametric method for which the probability distribution of data is known in advance and another uses a nonparametric method which requires collected data because the probability distribution of data is unknown.

The software used to calculate the detection p-values (Illumina BeadStudio) uses a nonparametric method for the computation of detection p-values.

Amos Golan and Jeffrey M. Perloff, "Superior Forecasts of the U.S. Unemployment Rate Using a Nonparametric Method," Review of Economics and Statististics, 86(1), February 2004.

We take as our model h = β ( r, d ) σ + α ( r, d ) + ∈, where β r, d) and α r, d) are unknown parameters and ∈ is an independent and identically distributed random variable with an arbitrary continuous distribution function F. We use a nonparametric method [19] for the linear regression problem as an automatic way of choosing h given an image neighborhood size and d.

Whenever the transformation procedure failed to satisfy the ANOVA assumptions, we used a nonparametric method: the Kruskal-Wallis One Way Analysis of Variance.

Note that, since we used a nonparametric method, there is no need to estimate the beta parameters in real data application.

Histopathologic scores were compared using a nonparametric method (Steel-Dwass method).

Model building was done a priori, using a nonparametric method called 'random forests' [ 18].

Another natural approach is to use a nonparametric method so that we do not need to specify the functional shape.

To test whether more than two independent samples originate from the same distribution we used a nonparametric method, the Kruskal-Wallis one-way analysis of variance by ranks.

Rather than apply a transformation to these data, it is convenient to use a nonparametric method known as the sign test.