Simple Linear Regression Model for Hidden/Hard-to-Reach/Elusive Populations

摘要

Estimation methods have over the years been a problem for Statistician especially in sectors that have to do with Hidden/Hard-to-Reach population. In this paper, a regression model was derived for Elusive/Hard-to-Reach/Hidden populations. This was achieved by modelling the Multiplicity Estimator given by Birnbaum and Sirken (1965) into a regression model. The paper also gave the least-squares estimation of the unknown parameters style="white-space:nowrap;">β₀ and style="white-space:nowrap;">β₁, and style="white-space:nowrap;">σ2.