Sentence examples for of sample estimates from inspiring English sources

This is so because such a procedure retains regressors based on the use of sample estimates of the true model weights.

The method was first given formal mathematical treatment by Deming and Stephan (1940), based on a restricted least-squares criterion, in the context of the adjustment of sample estimates to fixed census marginal totals in the construction of contingency tables.

To this end, we developed a generally applicable method that compares the CIs of sample estimates with the true parameter of an infinite population.

The bootstrap is a statistical method of assessing the accuracy (e.g., standard errors and CIs) of sample estimates to population parameters, based on the empirical distribution of sample estimates from random resamples of a given sample whose distribution is unknown.

Two well-known cross-validation procedures were used to provide such out-of-sample estimates.

Our cross-validation procedures produced out-of-sample estimates that were not quantitatively compromised, relative to the in-sample predictions reported in Ramsden et al. (2011), see Table 3.

We discuss how these out-of-sample estimates compare to in-sample estimates; and draw some recommendations for k-fold cross-validation procedures when dealing with small datasets that are typical in the neuroimaging literature.

Overall, we suggest that the Leave-One-Out analysis is the preferred approach for quantifying out-of-sample estimates of effect size using longitudinal data from a small number of subjects as in our study.

Survey parameters for June to October consisted of anticipated brucellosis prevalence 21% (Alausa and Awoseyi 1976), desired precision of sample estimate 5%, degree of confidence 95% and intra-cluster coefficient 0.20.

Survey parameters in March consisted of anticipated trypanosomiasis prevalence 45% (Majekodunmi et al. 2013), desired precision of sample estimate 5%, degree of confidence 95% and intra-cluster correlation coefficient 0.18 (Majekodunmi et al. 2013).

This process will be repeated until "out of sample" estimated probabilities are obtained for all participants in the given analysis.