In the field of Epidemiology, weights are numerical values assigned to data points to adjust for differences in the sample that may affect the validity and generalizability of study results. These adjustments help ensure that the study findings are representative of the target population, thereby improving the accuracy of estimates like prevalence, incidence, and risk factors.