FIT5197-Predictive, Inferential Statistical Analysis – IT Computer Science Assignment Help

Assignment Task

Task

Use this rubric to determine what you need to do in the assignment to get the highest marks.

This assignment covers the lecture and tutorial material up to, and including, week 9 with a focus on:

• Maximum Likelihood Estimation
• Central Limit Theorem
• Confidence Interval
• Hypothesis testing
• Regression

This assignment is worth 30% of the final grade and addresses the following unit learning outcomes:

1. Perform exploratory data analysis with descriptive statistics on given datasets.
2. Construct models for inferential statistical analysis.
3. Produce models for predictive statistical analysis.
4. Perform fundamental random sampling, simulation and hypothesis testing for required scenarios.
5. Implement a model for data analysis through programming and scripting.
6. Interpret results for a variety of models.

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