data sets from customers, you read them in, and you can get to work. I can simply get to work myself. That makes life a great deal simpler and more enjoyable. I no longer have to wait for other people. I no longer have questions for other people because I can simply do it m...
Using interpolation to reduce computing time for analysis of large but simple data sets with application to design of epidemiological studiesStatistics - ComputationOne way to investigate the precision of estimates likely to result from planned experiments and planned epidemiological studies is to simulate...
Simple random sampling does not cluster any population sets. Clustering (especially two-stage clustering) can enhance the randomness of sample items. In addition, cluster sampling may provide a deeper analysis on a specific snapshot of a population, which may or may not enhance the analysis. Adva...
When most people say average, they are talking about themean. It has the advantage that it uses all the data values obtained and can be used for further statistical analysis. However, it can be skewed by ‘outliers’, values which are atypically large or small. As a result, researchers so...
With the advent of high-density DNA marker data sets for the mouse and other model systems, 100 or more genotype are routinely generated from large groups of mice. Issues of the accuracy and reliability of the genotyping are extremely important but often not addressed until genetic analysis is ...
Inspired by these efforts, we design and compare data augmentation for named entity recognition, which is usually modeled as a token-level sequence labeling problem. Through experiments on two data sets from the biomedical and materials science domains (i2b2-2010 and MaSciP), we show that simple...
We thank the National Center for Protein Sciences at Peking University for technical help. We carried out data analysis on the High-Performance Computing Platform at the School of Life Sciences, Peking University. This study is supported by the Ministry of Science and Technology of China (no. ...
The same goes for the two other parameters, the “c” and “k” values—our prior knowledge about the behavior of the materials under indentation was used and some preliminary analysis was performed. That way, the best-fit parameters were found for each resampled dataset. The best-fit ...
This is used to compile statistical reports and heatmaps for the website owner. Maximum Storage Duration: PersistentType: HTML Local Storage www.mdpi.com 1 sentryReplaySessionRegisters data on visitors' website-behaviour. This is used for internal analysis and website optimization. Maximum ...
Excel's versatility for tasks like financial calculations and data analysis is undeniable. However, some specific tools can remain hidden, leaving users searching for solutions. One common challenge is selecting entire columns, a fundamental action for efficient data manipulation, especially with large ...