Generalized robust regression techniques and adaptive cluster sampling for efficient estimation of population mean in case of rare and clustered populations

Generalized robust regression techniques and adaptive cluster sampling for efficient estimation of population mean in case of rare and clustered populations

Abstract Situations when field researchers are tempted to deviate from preselected sampling plan and to include nearby or related units in sample, then adaptive cluster sampling (ACS) offers a nearly completion solution. For rare and clustered populations, Thompson introduced ACS as an effective sam...

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Bibliographic Details
Main Authors: Mir Subzar, Taghreed Alqurashi, Deeksha Chandawat, Shahid Tamboli, T. A. Raja, Amit Kumar Attri, Shahid Ahmad Wani
Format: Article
Language:English
Published: Nature Portfolio 2025-01-01
Series:Scientific Reports
Subjects:
Adaptive cluster sampling (ACS)
OLS regression
Huber M
Generalized robust regressions
Mean square error
Online Access:https://doi.org/10.1038/s41598-025-85328-0

Internet

https://doi.org/10.1038/s41598-025-85328-0

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