Important note: don’t use AI, I will provide the pdf with all the questions please provide me the answers in order so I can copy and paste them into my workbook that I will submit in the final submission, there will be some code cells try to do the work as much as you can manually use the code cells if necessary, also provide the codes in the correct order so I can copy and paste them into the workbook label the question so I can know which is for which.
The assignment is in the workbook. Make sure to follow all the instructions:
All answers must be typed directly into the provided spaces.
Only long or complex handwritten equations/graphs can be submitted as a PDF attachment.
Python codes must be written in the cells provided on the Forum. Submissions of Python code in PDF format will not be accepted.
This problem set is intended to be done fully solo – that is, without consulting classmates. This is because we want to develop our individual capacities for grappling with hard problems to bring more to the table when collaborating with our peers later. This will also allow instructors to give more personalized feedback on your solutions.
As you work the problems and write up your solutions, try to use the correct vocabulary and notation for your ideas. Ensure the submitted PDF is readable and properly formatted.
Assignment Information
Weight:15%
Learning Outcomes Added
Distributions: Identify different types of distributions and make inferences based on samples from distributions appropriately.
Probability: Apply and interpret fundamental concepts of probability, including conditional and bayesian probabilities.
ModelSelection: Apply appropriate statistical theory and methods to determine which model generated observed data.
ParameterEstimation: Apply appropriate statistical theory and methods to determine which parameter values generated observed data.
CompTools: Use appropriate computational tools to solve problems in Probability and Statistics.
MathTools: Use appropriate mathematical notation (including DAGs) and tools to solve problems in Probability and Statistics.
ProfessionalWorkProduct: Follows the established guidelines for the task and academic conventions in writing and presentations.