His approach integrates cutting edge template-based methods and empirical score based methods using various machine learning techniques including Bayesian network methods to analyze large collections of biological data and elucidate interaction specificities among the molecules.
After BMIQ normalization, magnitude of batch effects are assessed and corrected using the ComBat normalization method, which is an empirical Bayes based method to correct for technical variation related to the slide [ 41].
While the p-value was generated using a robust empirical Monte-Carlo based method, it is possible the partitioning of people into clusters of trios may inflate type I error.
So far, all the literature on AQF can be divided into three categories [10]: (1) simple empirical methods, (2) physically based methods, and (3) parametric or non-parametric statistical methods.
In addition to time and frequency domain, time-frequency based methods including wavelet, empirical mode decomposition (EMD) and time-frequency representation (TFR) are selected for detailed analysis.
If feasible, the empirical dielectric model based method in [66] may be applied to GNSS-based soil moisture retrieval.
It is straightforward to use distance based methods to reveal divergence of two sister species in the empirical and simulated data.
We propose an empirical mode decomposition (EMD-) based method to extract features from the multichannel recordings of local field potential (LFP), collected from the middle temporal (MT) visual cortex in a macaque monkey, for decoding its bistable structure-from-motion (SFM) perception.
The API method is empirical based on tests performed in the 1940's.
We then compared our MMES based empirical method with logistic regression model the same way as before: all predicted junction by MMES based method (designated as P0.01) and logistic regression model (designated as LR) were divided into 3 non-overlapping categories: common, P0.01_uniq and LR_uniq (Figure 3C).
This paper proposes empirical likelihood based inference methods for causal effects identified from regression discontinuity designs.
