Sample interview questions: Have you ever developed or implemented novel algorithms or software tools for genomics data imputation or missing data handling? If yes, please provide details.
Sample answer:
- Developed a novel algorithm for imputing missing data in genomics data. The algorithm uses a combination of machine learning and statistical methods to estimate the missing values based on the observed data. The algorithm has been shown to outperform existing methods in terms of accuracy and robustness.
- Implemented a software tool for missing data imputation in genomics data. The software tool is easy to use and can be applied to a variety of genomics data types. The software tool has been used by researchers to impute missing data in gene expression data, DNA methylation data, and chromatin accessibility data.
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