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New estimator accurately predicts linear regression with outliers for precise results.
The article introduces a new way to estimate the slope in a simple linear regression when there are outliers present. The new estimator, called the AM estimator, is compared to other traditional methods like least squares and repeated median. Results from simulations show that the AM estimator is accurate and precise even when outliers are present.