We used exploratory factor analysis to transform individual survey questions into a smaller set of factors, and linear regression to understand the effect of key variables of interest on the factor scores.
In order to focus on genes of interest, we narrowed down the original 2918 DEG to a smaller set of DEG (i.e. the second DEG set).
PSI-BLAST is used in a first step to reduce a large sequence database to a smaller set of sequences showing a minimal amount of sequence similarity to the protein family of interest.
In a number of experimental settings, including synthetic genetic arrays, genetic perturbations and RNAi screens, scientists identify a small set of protein interactions of interest.
We propose a methodology to rank protein protein pairs that are most similar to a given small set of protein protein pairs of interest.
Starting from a small set of initial genes of interest, a network is learned in the form of a static Bayesian network, and genes from an extended list are iteratively added to the network - with the gene that leads to a model that is statistically most likely to have generated the observed data being added at each iteration.
It would be of interest to study smaller sets of breast and prostate tumors for the entire coding region of MYH11.
Our previous work (Kantorovitz et al. 2009; Kazemian et al. 2011) offers a practical solution to this CRM discovery problem: it does not rely on TFs or their binding motifs, but instead exploits the observation that for many regulatory systems of interest, a small set of known CRMs can be used as training data to facilitate a more complete characterization of related CRMs.
For one thing, like Darwinism itself, it posits that characters operate from a small set of shared drives -- whereas novels interest us because they emphasize the idiosyncrasy of human behavior.
Such a donor-based system would promote political equality among the citizenry by heavily taxing the most affluent organizations promoting the interests of a small set of wealthy people and groups, while incentivizing organizations to broaden their appeal to more sectors of society.
To date, the vast majority of imaging studies is based on unimodal MR images and typically limited to a small set of either gray or white matter regions-of-interest.
