In this article, I present a new command, precombine, that alerts the user to, and provides assurance concerning, some problems that can occur when multiple Stata datasets are merged and appended. It describes variables that are common to multiple datasets as well as variables that are unique ...
Consistently, the GDF‐15 protein in blood was significantly increased in GC patients as compared to controls (SMD = 3.74, 95% CI = 1.81–5.68). In addition, based on information from TCGA and GEO datasets, the expression level of GDF‐15 mRNA may be of use for the diagnosis...
Additionally, 109 DMRs were confirmed using additional public datasets. The regulatory pathways SOX5-NEDD4L/PBX3, miR429-GNAQ/ANLN—RHOA, and miR429-ANLN—KIF11 may participate in the progression of the androgen-independent phenotype in prostate cancer. Keywords: androgen-independent; prostate ...
Examples shared by community members include the standard practice of removing data for high pollution "exceptional events" (such as fires) from regulatory datasets, as well as reported instances when regulatory monitors were offline or did not report very high PM levels when the air quality at ...
Methodology and Datasets Used In order to assess the quality of crowdsourced POIs, we used two general approaches: (i) use intrinsic characteristics and measurements derived from the crowdsourced datasets at hand, and (ii) evaluate crowdsourced POIs using an external dataset, that can either be ...
A detailed description of the training and testing datasets in this experiment is provided in Table 4. We used 51,681 images for training and 4510 images for testing. The size of the testing dataset remained as predefined one to fairly compare our detection performance with those of previous ...
The experimental results on various real-world datasets showed our methods outperformed the traditional search and score methods and the state-of-the-art genetic algorithm-based methods. Keywords: Bayesian causal model; causal direction learning; K2; brain storm optimization 1. Introduction In recent ...