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Finite-Sample Bias-Correction Factors for the Median Absolute Deviation
Communications in Statistics - Simulation and Computation, 2014The median absolute deviation is widely used as a robust measure of scale. In this paper, computer simulations were used to calculate finite-sample correction factors for sample sizes to n = 100. Prediction equations for these correction factors are also provided and are shown to eliminate systematic biases between even and odd values of n.
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Outlier and Trend Detection Using Approximate Median and Median Absolute Deviation
2022 5th International Conference on Computational Intelligence and Networks (CINE), 2022Gagandeep Singh, Suman Kundu
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Enhanced minimum description length CFAR based on median absolute deviation
Thirteenth International Conference on Signal Processing Systems (ICSPS 2021), 2022Jinwei Gu +5 more
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Abnormal Training Samples Detection Method Based on Median Absolute Deviation
Laser & Optoelectronics Progress, 2020龚循强 Gong Xunqiang +3 more
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Abstract This study investigates the effectiveness and sociological acceptance of Median Absolute Deviation (MAD)-based control charts in monitoring industrial processes. Traditional control charts, such as Shewhart and CUSUM, depend on normality assumptions, making them less effective in detecting variations in non-normal data or environments with ...
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A Dual Response Problem Based on Median and Median Absolute Deviation
2018KOCATÜRK, AHMET +3 more
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2025 International Conference on Electrical Automation and Artificial Intelligence (ICEAAI)
Qinxin Xu +3 more
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Qinxin Xu +3 more
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