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Msaidizi
Regression model

Uthabiti wa Kiwango cha Thamani ya Kati ya Upotofu kamili (MAD)

Uthabiti wa kiwango cha thamani ya kati ya upotofu kamili (MAD) ni kipimo thabiti cha utawanyiko wa takwimu ambacho huchukua nafasi ya upotofu sanifu wakati kuna data ghushi. Kwa msingi wa mfumo wa athari-kama ulioandaliwa na Hampel (1974), unajumuisha usambazaji wa kigezo kinachoendelea kwa kutumia thamani za kati badala ya wastani, hivyo thamani moja ya nje haiwezi kupotosha matokeo.

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Method map

The neighbourhood of related methods — select a node to explore.

Uthabiti wa Kiwango cha Thamani ya Kati ya Upotofu kamili (MAD)
Uchambuzi wa Sehemu ya K…Urejeshaji wa Njia ya Vi…Regression ya Kiasi (Qua…Muundo Imara wa Athari Z…Vipimo thabiti vya Sn na…Boxplot Iliyorekebishwa…Uchambuzi wa Ushawishi (…Mbinu ya kusampuli upya…Uthabiti wa Makadirio ya…Umbali Imara wa Mahalano…

+3 more

Vyanzo

  1. Hampel, F. R. (1974). The Influence Curve and Its Role in Robust Estimation. Journal of the American Statistical Association, 69(346), 383-393. DOI: 10.1080/01621459.1974.10482962 ↗
  2. Rousseeuw, P. J. & Croux, C. (1993). Alternatives to the Median Absolute Deviation. Journal of the American Statistical Association, 88(424), 1273-1283. DOI: 10.1080/01621459.1993.10476408 ↗

Jinsi ya kunukuu ukurasa huu

ScholarGate. (2026, June 1). Median Absolute Deviation Estimation. ScholarGate. https://scholargate.app/sw/statistics/mad-estimation

Which method?

Set this method beside its closest kin and read them side by side — the library lays the books on the table; the choice is yours.

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Imerejelewa na

Boxplot Iliyorekebishwa kwa Usambazaji Wenye UpotofuUchambuzi wa Ushawishi (Umbali wa Cook, DFFITS, Leveraji)Mbinu ya kusampuli upya ya jackknifeUthabiti wa Makadirio ya Kovariansi (MCD)Umbali Imara wa MahalanobisUchambuzi Imara wa Mfululizo wa WakatiVipimo thabiti vya Sn na Qn vya kiwango (mtawanyiko)Kipimo cha Wastani Uliopunguzwa (Kipimo cha Yuen)Uthabiti wa Winsor

Umeona tatizo kwenye ukurasa huu? Ripoti au pendekeza marekebisho →

ScholarGate — MAD Estimation (Median Absolute Deviation Estimation). Imepatikana 2026-06-15 kutoka https://scholargate.app/sw/statistics/mad-estimation · Seti ya data: https://doi.org/10.5281/zenodo.20539026