The US election will have a certain impact on the economy. In this paper, different index systems are established to analyze influence of factors and American After establishing system, paper use machine learning regression algorithm fit data in recent decades. We choose variety models, including ordinary linear model, Bayesian ridge elastic network support vector model gradient enhanced model....

Housing can be considered as one of the most important needs of each family and the provision ofsuitable housing for people has always been considered as one of the indicators of progress in any country. Because ofthe specific attitude to the issue of housing in Iran, in other words, turning it into an investment, the major part of thehouseholds' income has been accounted for housing. Given the...

The primary objective of this paper is to evaluate the association between market value and cash flow ratio, and to understand how economic instability alters it. Because this relationship is cross-temporal and may change if other financial indicators are considered, we model this relationship via multiple functional linear regression. We conclude from our multiple sectors study that market val...

This work presents a novel approach for combining multiple Electronic Patient Records (EPRs) to a self-learning fall risk assessment tool. This tool is used by a new type of home-visiting nurses to track the fall risk of their patients. In order to provide personalized healthcare for elderly people, we combine multiple EPRs using an agent-based architecture, where each patient is represented by...

BACKGROUND To assess and compare multiple measurements of socioeconomic position (SEP) in order to determine the relationship with adverse perinatal outcomes across various contexts. METHODS A birth registry, the Nova Scotia Atlee Perinatal Database, was confidentially linked to income tax and related information for the year in which delivery occurred. Multiple logistic regression was used t...

Many researchers have presented results of the relationships between health-related quality of life (HRQOL) indicators (outcomes) and health risk factors using either linear or logistic regression modeling. We combined the results of multiple HRQOL models by using item response theory (IRT) to assess the association between multiple correlated HRQOL indicators and multiple demographic and healt...

The Army, as an agent of the nation, continues to engage regions of conflict. Multiple level engagements, especially after conflict has occurred, are exceptionally expensive, dangerous and poorly planned. The US is in a better position to engage if regions are identified prior to going into (or back into) conflict. Planned efforts to engage these regions will result in less expense in terms of ...