What This Document Is
This document is Part 2 of the open-book section of the Fall 2020 Midterm Exam 1 for ISYE 6414, Regression Analysis at Georgia Tech. It’s an R Markdown file designed for students to complete and submit as their exam responses. The exam focuses on applying regression techniques to a real estate dataset from Taipei, Taiwan.
Why This Document Matters
This exam component is crucial for students enrolled in ISYE 6414 to demonstrate their understanding of regression modeling concepts and their ability to implement those concepts using the R programming language. It assesses skills in data analysis, model building, and statistical inference within the context of a practical real estate application. Students will use this to assess their preparedness for the course and identify areas for improvement.
Common Limitations or Challenges
This document *is* the exam itself, not a study guide or solution manual. It provides the questions and a template for answers, but does not offer guidance on *how* to solve the problems. Students are expected to have a solid grasp of regression analysis principles and R coding skills to successfully complete it. It assumes familiarity with the provided “real estate.csv” dataset.
What This Document Provides
The full document includes:
* 15 regression analysis questions, each worth between 2-6 points.
* Code chunks for students to write and execute R code.
* Text blocks for students to provide written answers and interpretations.
* A real estate dataset ("real estate.csv") to be used for analysis.
* Instructions for completing and submitting the exam.
* An example question to illustrate the expected format.
This preview only shows the introductory material and the first two questions with partial code and responses. It does *not* include the remaining questions, complete code solutions, or full answers. It does not provide any instruction on how to complete the exam.
