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More powerful statistical tests are available.
Combining multiple federal databases, such as through record linkage techniques, can help researchers address more refined questions and produce more powerful statistical analyses.
It was recommended that the creation of a collaborative database would improve the extraction of data and allow for more powerful statistical analyses for evaluating the overall harm and benefits associated with reconstructive neurosurgery.
Also, it is now possible to extract all the statistical information such as mean, quantile, variability in relation to survival times consistently under one parametric model and this opens up the prospect of developing more powerful statistical models and tests for censored survival data frequently used in engineering and medicine.
We tested this hypothesis using a high-resolution protocol, within-subjects analyses, and more powerful statistical methods.
In our study, we further used MART®, a more powerful statistical method that "boosts" or increases accuracy in the CART method [29], [30], [31], [32].
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Statistical inference on the hidden states is generally more powerful than statistical comparisons of observed data because the models are more informed or constrained, leaving greater degrees of freedom in the data for efficient inference.
These models enable us to use more powerful parametric statistical techniques for both estimating isoform and processing event frequencies and detecting DP genes between samples.
The Monte Carlo technique has become a very powerful tool in radiation transport as full advantage is taken of enhanced cross-section data, more powerful computers and statistical techniques, together with better characterisation of neutron and photon source spectra.
With more powerful experimental and statistical approaches, these effects can likely be detected on many thousands of genes, or even onto all of the transcriptome.
From the original review: First, the relationships between physico-chemical characteristics of residues encoded and functional category of the gene could be analyzed with more specific and powerful statistical approaches.
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