Sentences with phrase «statistical modeling details»

Important topics include design and task specification, planned group comparisons, behavioral performance metrics, imaging details, data pre-processing, intersubject registration, statistical modeling details for both the individual and group level, and statistical inference including approach to multiple comparisons correction.

Not exact matches

The reliability and stability of these methods were described by Wu et al. 27 Illumina tag sequencing of the 16S rRNA gene V4 - V5 hypervariable region was performed at the Marine Biological Laboratory in Woods Hole, Massachusetts, using established methods.28, 29 Details of sequencing methods, quality control and filtering, and statistical modeling are presented in the eAppendix in the Supplement.

By combining 3D models of the face with a statistical algorithm that measures local changes in shape, we have been able to create detailed «face heritability maps».

Any results that are reported to constitute a blinded, independent validation of a statistical model (or mathematical classifier or predictor) must be accompanied by a detailed explanation that includes: 1) specification of the exact «locked down» form of the model, including all data processing steps, algorithm for calculating the model output, and any cutpoints that might be applied to the model output for final classification, 2) date on which the model or predictor was fully locked down in exactly the form described, 3) name of the individual (s) who maintained the blinded data and oversaw the evaluation (e.g., honest broker), 4) statement of assurance that no modifications, additions, or exclusion were made to the validation data set from the point at which the model was locked down and that neither the validation data nor any subset of it had ever been used to assess or refine the model being tested

Although a more detailed understanding of the physics of the two layers is necessary to improve the computer models, the stratospheric effects can simply be used as another factor to incorporate into statistical predictions.

Pearson and Fox - Kemper wanted to look in detail at how the model dealt with eddy dissipation in statistical terms.

The August study is the third published by the group and details how a new statistical model designed specifically for children can be used to reliably discriminate performance among hospitals.

In addition to the statistical analysis of the data, the detailed study of single objects through spatially resolving the disk and detailed modeling of the data is a main goal of the project.

How can it be that an incredibly stripped - down statistical model outpredicted legal experts with access to detailed information about the cases?

Unfortunately, the figure also confirms that the spatial resolution of theoutput from the GCMs used in the Mediterranean study is too coarse for constructing detailed regional scenarios.To develop more detailed regional scenarios, modelers can combine the GCM results with output from statistical models.3 This is done by constructing a statistical model to explain the observed temperature or precipitation at a meteorological station in terms of a range of regionally - averaged climate variables.

And as I wrote, seemingly minor changes in the details of the statistical algorithm (long memory model of natural variation vs short memory model; p = 0.01 instead of p = 0.10 [with its well - known high type 1 error rate in settings of multiple testing]-RRB- produce dramatically different inferences based on the time series of summary statistics.

The individual responses were based on a range of methods: statistical, numerical models, comparison with previous observations and rates of ice loss, or composites of several approaches; details can be found in the individual outlooks available at the bottom of this page.

The individual responses were based on a range of methods: statistical, numerical models, comparison with previous observations and rates of ice loss, or composites of several approaches; details can be found in the individual outlooks available at the end of this report.

I worry about the minute detail involved; 0.1 per decade here, an adjustment there, the arguments over statistical methods, the use of models, the fact that a global average is nonsense etc..

More detail can be found here: Kass, R.E. and Steffey, D. (1989) Approximate Bayesian inference in conditionally independent hierarchical models (parametric empirical Bayes models) Journal of the American Statistical Association, 84: 717 - 726.

The regional outlook contributions help shed light on the uncertainties associated with the Pan-Arctic estimates by providing more detail at the regional scale, and were based on numerical models, statistical methods, and heuristic estimates.

What climate scientists don't seem to understand is that in every analysis situation, they have implicitly specified a statistical model and that the correct interpretation of their statistically derived results depends on an understanding of the details of the model.

From developing statistical models and evaluating overall performance to conducting research and producing detailed reports, my background has prepared me to excel in this capacity.

Knowledgeable and detail - oriented data scientist with multiple years of experience utilizing statistical models.

Those interested in a Statistical Data Analyst position will highlight the following skills in their resumes: data modeling expertise, analytical thinking, statistics knowledge, accuracy, and attention to details.

• Possess well demonstrated financial analysis skills, including sophisticated financial modeling and statistical analysis along with detailed knowledge of financial systems, rules and procedures.