Mathematics
7 years ago

New method simplifies linear regression, improving accuracy and efficiency.

Annals of the Institute of Statistical Mathematics
Inference about the slope in linear regression: an empirical likelihood approach
Ursula U. Müller, Hanxiang Peng, Anton Schίck

Paper Summary

A new method for estimating the slope in linear regression has been developed. This method is efficient and does not require complex calculations. It can be used even when some data is missing. Confidence intervals and tests for the slope can be obtained using this method. The results of a simulation study support the effectiveness of this approach.

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