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One longstanding focus has been on probability sampling techniques, a second focus has been on statistical modeling of longitudinal and spatially correlated data, and a third has been an abiding interest on the nature of statistical inference.
The paper by Chaudhary and Vandendorpe, focuses on the design of adaptive power allocation schemes for decentralized parameter estimation with spatially correlated data and (possibly) imperfect channel state information.
First, to the best of our knowledge, this article is the first that explicitly quantifies the interactions between the performance of networks with spatial-temporally correlated data and various system parameters, such as spatial node density, temporal sampling rate, measurement noise, and channel distortions, for both 1-D and 2-D networks.
Data were analyzed using generalized estimating equations, which took into account correlated data and repeated measures.
This model is capable of modeling serially correlated data and allows for parameters of the model to change gradually over time.
Multilevel modelling is especially suitable for repeated measurements of individuals nested in groups, as it is capable of examining correlated data and unequal variances [ 55].
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When the staff statement says I had no program, strategic direction in place to integrate, correlate data and move data across the community, that's wrong.
A stress-based model is proposed for correlating data and predicting fatigue life under conditions where cyclic creep fatigue interaction occurs.
Accordingly, our ability to correlate data and biospecimens from different biobanks will be pivotal to accelerating the pace of translational research.
Section Special Considerations in Data Analysis considers special topics in data analysis, including correlated data, microarray data, and related issues of multiple comparisons and massive data sets.
Subsequently, an alternating conditional expectation (ACE) was used to transform input/output data space to a highly correlated data space and consequently to develop a strong formulation among them.
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