As a practical use of this finding, this paper proposes a bootstrap method for conditional moment restrictions that are asymptotically valid in the presence of cube root-converging single-index estimators. Some results from Monte Carlo simulations are presented and discussed....
ZCA-cor whitening extends this by applying an additional rotation G to revert to the original basis of the standardized variables. Each whitening method is optimal according to specific criteria. For instance, ZCA-cor is unique in ensuring that the whitened variables retain the maximum correlation ...
In Section 3, we present the asymptotic properties of the estimates of the single-index coefficients and the quantile treatment effect. In Section 4, we study the finite-sample performance of the proposed method, and in Section 5, we apply the method to a real-life clinical study involving ...
First, we evaluated the EAP estimation by examining the scalar features: MSD and RTOP. The LEAPE results on a representative subject are shown and compared with the gold standard and the results obtained by the conventional SHORE method [8] in a coronal slice in Fig.3. Note that here for ...
(TFR) method, which can reveal the complex structure of signals with multiple components, has been widely used to analyze nonstationary signals. Many studies have proven the effectiveness of TFR-based bearing-fault diagnosis approaches. Klein [25] suggested a bearing diagnostics solution that applied...
Automatic and accurate estimation of disease severity is critical for disease management and yield loss prediction. Conventional disease severity estimation is performed using images with simple backgrounds, which is limited in practical applications. Thus, there is an urgent need to develop a method for...
To overcome the limitations of both keypoints and edge detectors, it was proposed in [43] to couple the Robert Cross Method for edge detection with the Harris corner detector, improving the computational efficiency of the IP chain applied to thermal images only. Concerning visible images, the ...
p(x)V=k/n, p(x)=k/nVParzen Window Method IntroductionNow, taking R as a hyper-cube, for...
Increasing the upper surface layer to 5 m reduced the RMS with AusSeabed from 4.3 m to 2.3 m in the shallow water region (depth of 5–15 m) south of 27.29°S. This is shown in the southern section in Figs. 7 and 8. Whatever method we applied, we could not estimate the bathymetry...
Accurate state-of-health (SOH) estimation of lithium-ion batteries (LIBs) is crucial to ensure the safety and reliability of electric vehicles. Deep learning has become a popular method for SOH estimation. However, this has mostly relied on convolutional neural networks (CNNs) and recurrent neura...