CD Genomics is a data analysis service company for biological big data analysis. We are able to provide our customers with comprehensive T-test analysis services, help them solve common problems during T-test analysis, and provide them with the most complete results analysis services.
Introduction of T-test Analysis
The T-test is generally used for quantitative data, mainly to compare whether data samples are significantly different from each other. the precondition for a t-test is the assumption that the sample obeys or approximately obeys a normal distribution. t-tests can be used as a tool to assess whether a group differs from a known value for one or both overall means.
Figure 1. T-test step detection method. (Seol Y, et al., 2016)
Application Field
T-test analysis can be used for but not limited to the following research:
- For microarray differential expression analysis.
- For the identification of metabolomic student biomarkers.
- For the identification of differentially expressed genes.
- For proteomics data analysis.
- For macrogenomic data analysis.
Data Requirements
- The data is continuous.
- The sample data are randomly sampled from the overall population.
- The variability of the data in each group is similar.
- The distribution is close to normal.
CD Genomics T-test Analysis Pipeline
Bioinformatics Analysis Content
CD Genomics is able to provide three types of t-test, namely, one-sample t-test, two-sample t-test, and paired t-test. We are able to help customers select the correct test and provide accurate conclusions based on the characteristics of each test.
| One-sample t-test |
Data quality control |
| Normality test |
| Wilcoxon signed-rank test |
| Two-sample t-test |
Data quality control |
| Welch's t -test |
| Paired t-test |
Data quality control |
| Normality test |
| Paired-sample Wilcoxon test |
For t-test analysis, we will help you choose the right type of t-test analysis based on the data you provide. For questions about analysis content, project cycle, and pricing, please click online inquiry.
How It Works
CD Genomics is a high-tech company specializing in multiomic data analysis. We provide services such as project design, data analysis, and database construction. With a focus on developing breakthrough products and services, we are a pioneer in the biotechnology industry, serving researchers and partners worldwide.
CD Genomics has professional bioinformatics experts who have successfully helped researchers in many different fields with their t-test analysis of biological data. Our professional skills and enthusiasm will provide you with high-quality analysis services. If you are interested in our services, please contact us for more details.
Reference
- Seol Y, et al. Single molecule measurements of DNA helicase activity with magnetic tweezers and t-test based step-finding analysis. Methods. 2016 Aug 1; 105: 119-27.
