Bias correction is a method used in research to adjust for systematic errors or inaccuracies in the data that can skew the results of an analysis. This can include errors in measurement instruments, sampling techniques, or other sources of bias that may impact the validity of a study's findings. Bias correction techniques aim to adjust for these errors in order to ensure that the data is as accurate and reliable as possible, allowing researchers to draw more valid and meaningful conclusions from their research.