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For datasets with high-intrinsic dimensionality and low number of samples, the underlying estimation of the manifold might be difficult and highly variable.
Knowing that information can be important, because different software packages might produce varying results, owing to differences in the software's underlying estimation methods.
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The application of the methods proposed in the framework is supported by project management tools which can be used to customize these methods to a given project environment, to evaluate and validate the underlying estimations using empirical data, and to take into account their results for planning and controlling purposes.
The effect of imperfect knowledge of the initial target positions on the motion parameter estimation is also examined in Section 3. Section 4 derives the CRB for the underlying parameter estimation problem.
The assumptions underlying this estimation are: We base our cessation rates on the cumulative estimates in the recent systematic reviews conducted by Cochrane Tobacco Addiction Group [ 33- 36].
The underlying parameter estimation based on the second-order cumulants is derived using MOLC as an approach for statistical parameter estimation different from the MOM [15].
However, the plurality of the underlying econometric estimation techniques makes this unfeasible.12.12
To handle complex values involved in the underlying DOA estimation problem, a complex value can be decomposed into the real and imaginary components [16].
The Cramér-Rao bound (CRB) of the underlying parameter estimation problem is derived for a general multiple-target scenario in an MPR system.
Optimization problems arising in Optimum Experimental Design (OED) applications require repeated covariance matrix evaluations of the underlying Parameter Estimation (PE) problems.
The key ideas underlying the estimation of the quadratic transfer function by applying digital cross bispectral analysis to the sea wave input and moored vessel response data are described.
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CEO of Professional Science Editing for Scientists @ prosciediting.com