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Regression modelGIS / spatial

Uchanganuzi wa Msongamano wa Kiini cha Paneli

Uchanganuzi wa Msongamano wa Kiini cha Paneli (Panel KDE) unapanua kipimo cha kawaida cha msongamano wa kiini kwa data ya paneli (longitudinal), ukikokotoa nyuso laini za msongamano kwa ajili ya vigezo vya anga au sifa vilivyozingatiwa katika vipindi vingi vya vitengo na wakati. Unaonyesha jinsi usambazaji wa jambo unavyobadilika, kujikita, au kuenea kwa muda na katika vikundi, na kuufanya kuwa zana ya asili ya kufuatilia ruwaza za anga katika seti za data za vipimo-vinavyorudiwa au paneli.

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Vyanzo

  1. Parzen, E. (1962). On estimation of a probability density function and mode. Annals of Mathematical Statistics, 33(3), 1065-1076. DOI: 10.1214/aoms/1177704472
  2. Silverman, B. W. (1986). Density Estimation for Statistics and Data Analysis. Chapman and Hall, London. ISBN: 978-0412246203

Jinsi ya kunukuu ukurasa huu

ScholarGate. (2026, June 3). Panel Kernel Density Estimation. ScholarGate. https://scholargate.app/sw/spatial-analysis/panel-kernel-density-estimation

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ScholarGatePanel Kernel Density Estimation (Panel Kernel Density Estimation). Imepatikana 2026-06-15 kutoka https://scholargate.app/sw/spatial-analysis/panel-kernel-density-estimation · Seti ya data: https://doi.org/10.5281/zenodo.20539026