Sentence examples for dimension estimation from inspiring English sources

Section IV describes a simulation experiment designed to investigate the effect of different scales of error variability on the accuracy of different methods of dimension estimation (both in estimating the dimension itself and in the impact on Root-Mean-Squared-Error (RMSE)).

> -wrap-foot> The results of the simulation experiment described in Section IV suggest that the RMT method of dimension estimation has good accuracy in estimating the correct latent variable dimension when the magnitude of the latent effects is sufficiently large relative to other error components, superior to simpler methods based on AIC and BIC.

Our simulations also suggest that the RMT method of dimension estimation, proposed by Teschendorff et al. (2011), performs well for estimating the dimension of the latent structure.

In each simulation (except those conducted to compare methods of dimension estimation), the RMT method of Teschendorff et al. (2011) was used to estimate the latent dimension.

Foroutan-pour, K., Dutilleul, P. & Smith, D. Advances in the implementation of the box-counting method of fractal dimension estimation.

Miklos Racz: (1) A primer on exact recovery in the general stochastic block model; (2) Estimating the dimension of a random geometric graph on a high-dimensional sphere; (3) The fundamental limits of dimension estimation in random geometric graphs; (4) Entropic central limit theorems and a proof of the fundamental limits of dimension estimation.

Second, a geometry matching method based on the Principal Component Analysis (PCA), which relates the as-built model constructed from the point cloud data to the corresponding as-designed BIM model, is utilized for precise dimension estimations of the actual precast slab.

The paper "Dimension estimation-based spectrum sensing for cognitive radio" by B Zayen and A Hayar exploits signal space analysis and presents a dimension estimation-based detector for sensing in CR context.

In this article, the CD and ED will serve as references when evaluating the performance of the dimension estimation-based detectors.

In this article, we will derive closed-form expressions of false alarm probabilities for a given threshold for the dimension estimation-based detector (DED) using Akaike information criterion (AIC) and the minimum description length (MDL) criterion.

The measurement of chamber dimensions, estimation of ejection fraction, and fractional shortening were performed according to recommendations of the American Society of Echocardiography [ 20].