answer

Running Head: INFORMATION TECHNOLOGY 1

INFORMATION TECHNOLOGY 5

Information technology

Professor’s name:

Student’s name:

Date:

Question 1

The aspect of looking at all analytic options is established as being a daunting task, although luckily, the analytic tools at a high level are subject to being categorized into three distinct types. It is established that there isn't a type of analytic that is established as being better than another, establishing the fact that they complement alongside co-existing with one another. With a subject to a business having a holistic market view and effective competition by the company within a particular market is established to be including a robust analytic environment with the inclusion of descriptive analytics that is established to be employing aggregation and data mining with subject to the provision of insights regarding the past while establishing answers regarding what happened. Predictive analytics is established to be employing statistical models and forecasting techniques with subject to understanding the past while establishing answers regarding what could happen. On the other hand, predictive analytics is established to be employing the optimization and simulation algorithms subject to advising regarding the possible outcomes while establishing solutions regarding what should be done. Thus, descriptive analytics is established to be telling you what happened in the past; predictive analytics enhances the prediction with regards to the most likely to happen in the future while predictive analytics makes a recommendation with regards to actions that can be taken with subject to affecting those outcomes (Hurley, 2020).

Question 2

A static model entails a description of relationships with subject to parts of a system regarding a point in time. On the other hand, a dynamic model is established to be describing a relationship with subject to parts of a system with regards to moving through time with the subject to its state at one instant, influencing its next state. Thus, a static model is established not to be accounting for the element of time while, on the other hand, as a dynamic model does. Thus, a dynamic model is established to be accounting for time-dependent changes subject to the state of the system, while the static model makes a calculation of the system with subject to equilibrium subject to being established as being time-variant (Willis, 2007).

Question 3

An uncertainty situation is presented with subject to a situation whereby we can’t make a prediction with confidence regarding what outcomes can be attributed to a certain action. An optimistic approach is established to be assuming the best possible outcome with subject to every single alternative while it makes a selection of the best of the best. On the other hand, the pessimistic approach is established to assume the worst possible situation while it makes a selection of the worst (Barnhill & Kopits, 2003).

Question 4

With a subject to solving a problem with subject to Uncertainty, the decision-maker is established to be thinking about the situation with subject to various possible results for every single action. Again, solving a problem at risk, the decision-maker is mandated to think about the possible results with subject to every single choice. Thus, solving a problem under Uncertainty is established as being complex based on the fact that there is inadequate information with subject to solving the problem. Thus, in a situation whereby there is inadequate information, the problem is mandated to be solved with subject to an uncertainty condition that is established as being less definitive (Barnhill & Kopits, 2003).

Question 5

The creation of the Department of Homeland Security alongside its work and other agencies and departments have been established to have led to an expansion of the United States intelligence and law enforcement capabilities, the facilitation of quick dissemination, and improved information sharing of threat-related information with subject to the front-lines. The United States has been employing the application of simulations over the years with subject to exploring capabilities with subject to its military forces and training soldiers with subject to performing their missions' better, especially in the war against terrorism. In a situation whereby they're employed as analytical and decision support tools, the aspect of models and simulations are established like simulations are established as databases that automatically change with subject to the old and new information. Thus, both in the United States and across the globe, models have been significantly adopted with subject to the fact that it is established as being a potentially invaluable tool subject to predicting future terrorist actions on the basis of the past and present conditions and events (Younis, 2011).

References

Barnhill, M. T., & Kopits, M. G. (2003). Assessing fiscal sustainability under Uncertainty. International Monetary Fund.

Hurley, R. (2020). Predictive analytics: The secret to predicting future events using big data and data science techniques such as data mining, predictive modeling, statistics, data analysis, and machine learning.

Willis, H. H. (2007). Terrorism risk modeling for intelligence analysis and infrastructure protection. Rand Corporation.

Younis, M. I. (2011). MEMS Linear and nonlinear statics and dynamics. Springer Science & Business Media.