Factor Analysis Vs Multiple Regression Analysis

Vertical Public Housing is high-rise building built, which are divided over structurally functional parts in horizontal and vertical directions, and are units that each can be owned and used separately, especially for shelter, equipped with shared space, shared objects, and shared land. Flats have special characteristics that distinguish it from other terraced occupancy, both functioning as a residential and non-residential.

Flats have a system of private ownership and together, both in the form of space and objects. This joint ownership system is also known as a condominium, which requires separation of the rights of each unit carried out through the creation of a separation deed containing a proportional comparison value, which will be used

It combines factor analysis and multiple regression to simultaneously test measurement model and structural relationships that are specified in the model. SEM includes measuring path analysis, path modeling analysis of covariance structures and latent variable analysis. Unlike multiple regression, SEM allows for multiple dependent variables and allows variables to correlate.

Structural Equation Modeling is a confirmatory factor analysis that integrates path analysis and factor analysis. SEM is more superior from multiple regression as is also took into consideration the modeling of interactions, nonlinearities, correlates independent measurement error, correlated error terms, multiple latent independent each measured by multiple indicators. As an extension of general liner model, it enables to run a set of multiple regression simultaneously. Moreover, it also allows the analysis of a more complex relationship and models (Arbuckle 2010).

The basic approach to SEM analysis is by utilizing the covariance matrix of observed variables as the analysis input. Sometime the correlation matrices and covariance means are used. The model includes a set of relationships among the observed

The size of Bandung is 16729.650 ha, part of Bandung Metropolitan Mainstay Area with a total population of 2,340,624 inhabitants. As the capital of West Java province, it has developed its activities and urban functions, even becoming one of the centers of economic growth for the western region of the island of Java. Bandung, because it is located geographically in the middle (center) of West Java Province, directly or indirectly, will receive the "impact" of the development of the surrounding region.

The issue of settlements in the city of Bandung is generally a problem experienced by other large cities, including slum. Based on the slum quick count by the Settlements Development Institution, total slums in the city of Bandung scattered in 185 locations which occupies an area of 224 hectares, the building houses stand as much as 26264 inhabited units and 30281 households. The slum or informal mixed assemblage that emerges in Bandung city engenders bottom-up urban growth. Despite being formally zoned as green space,