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Smith, Harrell and Muhlbaier [ 16] used simulation to assess the error in survival predictions with increasing numbers of model covariates.
As genome sequences are determined for increasing numbers of model organisms, demand has grown for better tools to facilitate unified genome annotation efforts by communities of biologists.
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Fitting the complete model structure to experimental data becomes, of course, increasingly challenging with increasing number of model parameters.
Such procedures become computational inefficient for increasing number of model parameters and cannot be used in an optimization framework.
It has been known that lengthening the system by increasing the number of reaction steps, i.e, increasing number of model species, reduces the cooperativity necessarily required for sustained oscillations [ 15, 19].
Root mean PRESS and T values plotted against increasing number of model factors indicated that a two-factor PLS model provided good predictions (overall R value of 72.5%), while simultaneously guarding against overfitting (Supporting Information, Figure 2).
And we could have a developmental in terms of an increasing number of models that can be constricted.
For those interested in a less-frenzied pace, the continuously variable transmission, available in an increasing number of models, provides passing performance smoother than an elevator ride.
Over the past several years, an increasing number of models for the formation of exhaust gas emissions have been implemented.
An increasing number of models for predicting land use change in rapidly urbanizing regions are being proposed and built using ideas from cellular automata (CA).
The car will have a new 1.8 litre diesel engine and a six-speed manual gearbox, and will also join the increasing number of models featuring a fuel-saving "stop-start" system that cuts the engine at rest and automatically restarts it when the driver re-engages gear.
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CEO of Professional Science Editing for Scientists @ prosciediting.com