Reference no: EM133121001 , Length: word count:750
Assessment Description
It is essential that data/test case analysis is done with understanding and consideration of common challenges that may occur.
In 500-750 words, examine the analysis approaches or methods which could be applied to the situations below.
Using the experiment from the Topic 4 assignment "Benchmark - Experimental Design," address the following.
1. How would you address issues of objectivity and subjectivity when data is analyzed? Provide at least two data analysis approaches or methods. Justify your rationale.
2. How would you determine statistical significance and accurate outcome measurements? Provide at least two data analysis approaches or methods. Justify your rationale.
You are given a simulated stream of data, in the form of a time series. The time series represents traffic data from a simulated highway system and the process of mining the data is based on simulated motion sensors.
1. Describe a stochastic model, one you might build to generate such data. Define the appropriate distribution (e.g. Gaussian) for each data source.
2. Implement the model in your favorite programming language and show the time series it generates. Visualize the data using appropriate plots.
Prepare this assignment according to the guidelines found in the APA Style Guide, located in the Student Success Center. An abstract is not required.
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