Sentence examples for statistical paradigm from inspiring English sources

Full Bayesian analysis is an alternative statistical paradigm, as opposed to traditionally used methods, usually called frequentist statistics.

Analogous to the familiar confidence interval but arising from within the Bayesian statistical paradigm, a credible interval allows the investigator to make a statement such as "the nanoparticle diameter lies between 36 and 48 nm with 95% probability" instead of merely "the nanoparticle diameter is estimated to be 42 nm".

GLMMs are more appropriate than the independent-contrasts approach [36] in situations where a complete phylogeny of the study taxon is unavailable, when categorical variables are included in the analysis, and when model selection, rather than hypothesis testing, is the statistical paradigm used.

We used Case control (CC) and Case-only (CO) statistical paradigm to identify prognostic markers.

Control samples do indeed contain splicing mutations and this is a strength of our statistical paradigm.

In particular, we have previously developed a new statistical paradigm for eQTL mapping called structured association mapping [ 7].

Four statistical paradigms discussed are: classical statistics or error statistics, Bayesian statistics, likelihood-based statistics, and the Akaikean-Information Criterion-based statistics.

The main statistical paradigms are briefly reviewed and evaluated with reference to the practice of DM.

Many powerful computational and statistical paradigms have been developed, including supervised learning, unsupervised learning, trial- and-error learning, and reinforcement learning.

These facts are especially problematic when using conventional statistical paradigms to identify rare variants of clinical significance in small, endogamous groups (11).

Zhou et al. exploit the tensor structure in imaging data and integrate tensor decomposition within a statistical regression paradigm to model multidimensional arrays [14].