The main aim of the package is to offer freely accessible resources for hierarchical Bayesian ANOVA analysis, which makes it easy to use for behavioral researchers. We also develop generalized Bayesian mediation models for analysis of mediation effects. By using Bayesian analysis, inference is ...
potential confounding in multilevel mediation effect estimates can arise in these models when within-group effects differ from between-group effects. This study summarizes three types of HLM-based multilevel mediation models, and then explains that in two types of these models confounding can be prod...
The analysis of the HMS contents reveals that the HMS aims to establish a healthcare service system with an orderly division of labor and mutual collaboration, as well as certain integrated functions, rather than a system with clear distinctions in terms of functions. Therefore, the degree of co...
Power struggles: when and why the benefits of power for individuals paradoxically harm groups 2020, Current Opinion in Psychology Citation Excerpt : Interest in the effects of power dispersion on groups has exploded in recent years, cumulating in a meta-analysis which showed that power hierarchies ...
To compute a neural audiovisual weight indexwAV, we applied multivariate pattern analysis to single-trial EEG activity patterns (i.e. 64 electrodes) of 20 ms time intervals. We trained a support-vector regression model on EEG activity patterns independently at each time point of the audiovisua...
for Multilevel Analysis”Journal of the American Statistical Association80: 513-524. Also of potential interest (refer also to Skrondal and Rabe-Hesketh, 2003): Agresti, Booth, Hobert, and Caffo. “Random Effects Modeling of Categorical Data”. ...
(also known as sequential factor analysis). This method identifies the hierarchical structure by using the factor scores derived from multiple exploratory factor analyses (EFAs) that extract different numbers of factors (Goldberg,2006). Unlike traditional methods that adopt a bottom-up process to ...
Chemical-state analysis of deposits was carried out by X-ray photoelectron spectroscopy (XPS) using an ESCALAB 250 X-ray photoelectron spectrometer. All XPS spectra were corrected using the C 1s line at 284.6 eV. Curve fitting and background subtraction were accomplished. The electrocatalytic ...
Neural encoding of social ranks in the right pSTS and the right aDLPFC Figure 2: The neural representation of competitive social ranks. Full size image Figure 3: Absence of rank encoding in the fusiform face area (FFA). On the left, results of the whole-brain analysis for the contrast [...
The bridging process thus is usually complex and difficult to precisely quantify, but current progress suggests that it is possible to reduce user mediation in the bridging process to merely the specification of desired primary applications. As a means to streamline this process, we have developed ...