This research describes Iraqi housing in the first decade of the twenty-first century, taking ALAdhamiya
as a model, depending on descriptive method of inductive approach to the study of this decade.
By doing the field study for three neighborhood in Adhamiya district. Which takes in consideration the
comparison between housing in the first period of the first decade of the twenty-first century with the
second period of this decade: the latest decades of 21th century. And for many aspects involving areas,
sizes, forming, direction of opening of housing and the function, to reach the most important transformation
of Iraqi housing in the first decade of this century in order to give a picture of the residential fact for this
period.
Linear regression is one of the most important statistical tools through which it is possible to know the relationship between the response variable and one variable (or more) of the independent variable(s), which is often used in various fields of science. Heteroscedastic is one of the linear regression problems, the effect of which leads to inaccurate conclusions. The problem of heteroscedastic may be accompanied by the presence of extreme outliers in the independent variables (High leverage points) (HLPs), the presence of (HLPs) in the data set result unrealistic estimates and misleading inferences. In this paper, we review some of the robust
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