Reference no: EM131296843
The following are the data analysis techniques:
1. Machine learning
2. Genetic algorithms
3. Regression analysis
4. Classification tree analysis
5. Association rule learning
6. Sentiment analysis
7. Social network analysis
Machine learning is a method used to give a computer ability to learn using a specific software without necessarily programmed.
Genetic algorithms are mostly inspired by the way evolution works.
Regression analysis involves manipulating independent variables it works best with continuous quantitative data such as age, weight or speed
The healthcare industry over the years has been producing large amount of data, which has to be preserved for future use for the benefit of the patient care and regulatory requirements. Over the years most of the data was stored in hard copy but the current trend is to digitalize the data for improving the quality and reducing the cost. One of the data analysis include the clinical data from CPOE and the clinical decision support system, example of this are doctor's prescription, insurance, medical imaging etc. The other one is the digitalized patient record form and example of this is the sensor data. Social media being one of trending and popular for networking globally it is one of the platforms for analyzing data through Facebook post and status updates, through tweets on tweeter, blogs and web pages. Lastly is the patient information and that is emergency data. Analyzing data in the health care industry plays a very big role in improving service delivery, lowering the cost and saving lives.
|
Various types of evaluation methods
: List and describe the various types of evaluation methods (including 360-degree evaluations) that can be used to appraise the performance of an employee. Who would be responsible for providing information for each of these methods?
|
|
What factors would you consider in your forecast
: If rent control policies are in place that keep rent below the market price determined by supply and demand, will there be a shortage or a surplus of apartments?
|
|
Would the business performance of chc be more exposed
: Would the business performance of CHC be more exposed to economic growth in the United States as a whole or to economic growth in the local area? Why?
|
|
Formal planning process
: In the video Overview of the Strategic Planning Process, Erica Olsen illustrates the key steps that should be applied in the formal planning process. Imagine you and a peer have recently opened a new consulting firm that offers advice on technolog..
|
|
Explain about genetic algorithms
: Machine learning is a method used to give a computer ability to learn using a specific software without necessarily programmed - Genetic algorithms are mostly inspired by the way evolution works.
|
|
Would chcs business performance be more exposed
: Would CHC's business performance be more exposed to inflation in the United States as a whole or in the local area?
|
|
Caught and confesses to the crime
: It appears the student (your school's star athlete) is using their cell phone to get information to answer the questions. What would you do, if anything? Why? If he is caught and confesses to the "crime", what should the discipline be?
|
|
Is manufacturing firm more exposed
: A health club differs from manufacturing firms in that it produces a service rather than products.- Is this manufacturing firm more exposed than CHC to the overall economic conditions in the United States?
|
|
The capital asset pricing model shows the
: The Capital Asset Pricing Model shows the
|