bFaculty of Computer ScienceZhihua Cai & Dianhong WangcDepartment of Electronic EngineeringTaylor & Francis GroupJournal of Experimental & Theoretical Artificial IntelligenceJiang, L.; Zhang, H.; Cai, Z.; Wang, D. Weighted average of one dependence estimators. J. Exp. Theor. Artif. Intell. ...
R and γ rated the average strength of interactions within the neighborhood (n–n) and within remote brain regions (o–o) differently. With both indices, d and T, we observed pronounced directed interactions between the SOZ as well as its neighborhood and remote brain regions (f–o and n...
The error terms of spatial regression are usually not independent and, like in time series analysis, their covariance is assumed to follow some spatial models, such as the simultaneous autoregressive (SAR) and moving average (MA) models [12, 30, 34]. However, the first-order stationarity is ...
in terms of complexity (since the average degree is always\(\left\langle k \right\rangle\) = n–1 and most of other metrics, such as average path length, network diameter, graph density, and clustering coefficient are equal to one), we filter the setEof the ESG connections, aiming...
Herein, one is attempting to estimate the average joint effect of the treatments. Thus, IPTW estimation is attempting to mimic a situation in which each concurrent treatment is randomized individually. This requires that one construct a model of the probability that a patient would receive any ...
theestimationofdefiniteintegralsofconditionalexpectations.Supposeθ=Zx∈XE(w|x)dx(2)forsomerandomvariablew,whereX⊂supp(x).Thenθcanberewrittenasθ=E[y/f(x)]withy=wI(x∈X),andwhereIistheindicatorfunctionthatequalsoneifitsargumentistrueandzerootherwise.Anumberofexistingsemiparametricestimators...
With the results from this work, the weighted average haz- ard ratio therefore becomes a very attractive new effect measure for clinical trials with composite endpoints. Additional files Additional file 1: The additional file contains further simulation results with the distributions described in this ...
One is that the weighted kappa with linear weights can be interpreted as a weighted arithmetic mean of the kappas corresponding to the 2×2 tables, where the weights are the denominators of the 2×2 kappas. In addition, it is shown that similar results and interpretations hold for linearly...
A widely used approach is to only consider the ordinary least-squares estimated differential expression, often referred to as the log fold-change, here abbreviated as FC, or as the average M-value. In the present paper, the ranking of the genes imposed by this method will be included in co...
Journal of Experimental & Theoretical Artificial IntelligenceJiang, L.; Zhang, H.; Cai, Z.; Wang, D. Weighted average of one dependence estimators. J. Exp. Theor. Artif. Intell. 2012, 24, 219-230.L. Jiang, H. Zhang, Z. Cai, and D. Wang, "Weighted average of one-dependence ...