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Some Aspects of Estimation Procedures in Regression Models (Paperback)
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Some Aspects of Estimation Procedures in Regression Models (Paperback)
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In this book, an attempt has been made to propose some new
estimation procedures for the linear regression models such as
elemental slopes methods, Grouping method, Hat diagonals method,
and Dispersion and Correlation methods for estimating for
estimating the parameters of the linear regression models. The
proposed methods have been applied to two and three variables
linear models for their validity.In this book Introduction given in
the Chapter I, some important existing estimation procedures such
as OLS, GLS, WLS, RLS and ML have been described in Chapter II. A
brief about the review of the literature has been described in
chapter III. In Chapter IV, some new estimation methods namely
Elemental Slopes method, Grouping method, Hat diagonals method and
Dispersion and Corrrelation methods have been proposed and applied
to two and three variables linear models for their validity. The
summary and conclusions besides the suggestions for future
research, have been give in Chapter V.The slected list of research
articles has been presented under Bibliography.
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