Unlike existing Bayesian variable selection methods, LASSOplus both selects and estimates effects while returning estimated confidence intervals for discovered effects.
Forty-five expert cardiologists returned estimates on 473 patients, 37 randomly chosen practicing cardiologists returned estimates on 202 patients, 29 randomly chosen practicing internists returned estimates on 162 patients, 13 academic cardiologists returned estimates on 145 patients, and 27 academic internists returned estimates on 272 patients.
Results suggested that the two-stage approach returned estimates of both the within- and between-country covariance matrices that closely resembled the generating matrices.
Joseph Masiero of NASA's Jet Propulsion Laboratory (JPL) in Pasadena, California, and colleagues report that WISE has returned estimates of the size of 100,000 asteroids, the Baptistina family among them.
In short, as in their Georgia poll, Survey USA's approach to accounting for Latino votes has returned estimates that almost certainly bear little resemblance to reality.
The results showed that the log-link Poisson generally returned estimates smaller than those from the identity-link models.
The fitting procedures described below returned estimates of all model parameters for each dataset along with 95% confidence intervals.
Analysis of the two loci that reliably amplified oocysts, TA1 and ARA2, both returned estimates of Fis that were not significantly different from zero.
The MATLAB function robustfit also returns estimates of the standard error for each α-coefficient, and these were used to iteratively discard the least significant transcription factors.
This has striking implications for the clinical utility of dynamic MRI; in particular, the ability to return estimates of physiologically meaningful pharmacokinetic parameters at high spatial resolution for direct comparison of lesion morphology.
