Measurement Errors, Linear Regression, Variance, Correlation.
irrelevant variables contain measurement errors. There is a flip side to observation #2. Even an irrelevant variable, when it is measured erroneously, will cause a loss of precision to some degree in the resulting model. Hence, if you are doubtful about the relevance of a variable, and it is also