Sentence examples similar to sample estimation and from inspiring English sources

One important feature of our approach is that the same loss function is used for in-sample estimation and out-of-sample prediction.

PCG is involved in study design conception and coordination, provided substantial contribution to sampling estimation and revised the manuscript.

Bootstrapping is a method for assigning measures of accuracy to sample estimates and allows estimation of the sampling distribution [ 40].

Meanwhile, the sample size estimation and rationale for setting the sample size in "study design", which was designed based on 3-month lag censoring analysis, was not amended.

Table  4 gives some examples, including both our original and our updated sample size estimation, and shows the effects of variation in variables on the sample size.

Risk adjustment models for readmission at both time points were developed separately for medical and surgical cases by randomly splitting the full samples into estimation and validation samples.

This study also tests the resistance of the precoding design to finite-sample estimation errors, and explores the effects of the precoding scheme on channel equalization through pairwise error probability (PEP) analysis.

This article also tests the resistance of the precoding design to finite-sample estimation errors, and explores the effects of the precoding scheme on channel equalization by performing pairwise error probability analysis.

Provide guidance on practical methods of complex sample AF estimation and inference using contemporary software tools.

This paper reviews the benefits of power and sample size estimation and considers several problems with the use of power calculations in applied research that result from misunderstandings or misapplications of statistical power.

Absence of sample size estimation and power consideration as well as failure in (or reporting) randomization is common.