Stat 4914 Final Project 3
Project 3: Free Rein
The main goal of this project will be to implement the analysis methods we have discussed this semester on a problem of your choosing.
Limit your report to 15 pages, including reproducible code. Hide unnecessary code output (library loading, ggplot code, etc.) but include relevant exploratory and modeling code (collinearity screening, model build- ing, assumption checking, etc.). Caption figures and tables, cite all sources, and proofread your submission.
https://sportsandsociety.osu.edu/sports-data-sets Some suggested topics:
• MVP or Coach of the Year: choose a league or season and propose a coach of the year or most valuable player based on empirical findings.
• Compare Eras: compare and contrast the performance between two eras of a sport.
• Playoff Format: propose an alternative format for a league’s playoffs or championship.
• Rule Change: propose a rule change to reduce risk of injury, increase competitiveness, or improve a consistent flaw in a game.
• Fantasy League: suggest a winning team for a fantasy league and support your choices with data.
• Division Realignment: propose a realignment of teams to increase competitive balance.
• Draft Grades: determine which teams historicaly perform best and worst in their league draft.
a) Data Selection
Find a high-fidelity data set of your choosing - please provide a reference.
b) Question Formulation
Thoroughly motivate and describe the research question you wish to explore. Provide relevant context so the ready can appreciate and understand your motivation and approach.
c) Exploratory Analysis
Conduct an exploratory analysis of your data, including preliminary variable screening and exploratory plots. Your exploration should be thorough and provide high-level visualizations and interpretation in context. Consider several aspects of a successful college basketball team - offense, defense, experience, coaching, level of competition, etc.
d) Analysis
Use appropriate statistical methods and tools to explore your research question. Provide necessary plots, figures, and tables. Provide statistical and contextual interpretations of your findings.
e) Recommendations and/or Findings
Provide a professional write-up of your findings, describing both the statistical and practical findings of your analysis.