How is conducting a statistical analysis like riding a bicycle?
Bill Greco has used this question in his classes, and here are some interesting answers, ending with his two favorites:
- Once you learn how, you never lose the skill.
- Sometimes the tools are expensive ($10,000 racing bicycles; $100,000+ annual fees for some statistical packages), sometimes the tools are cheap or free.
- There are experts at both activities, and there are novices.
- Both take a few minutes to learn, but a lifetime to master.
- Both activities can be either leisure activities, or professions.
- Technical experts in both fields love to talk “shop”.
- Both activities can be dangerous.
- You can customize your tools for both activities.
- You can read books on both activities, but usually the best way to learn is to perform the activity.
- Some projects (trips) are short, while others are long.
- Accidents can happen with both activities.
- There are journals and books devoted to both activities.
- There are professional organizations for both activities.
- Many practitioners have more than one tool (software package or bicycle) in their arsenal.
- Many practitioners have a favorite tool, which they use whenever possible.
- There are specialties in both fields.
- Some practitioners disobey the rules.
- You can make money at both activities, or perform them only for fun.
- Each activity has extensive jargon, which experts love to use to impress novices.
- Both have long histories, with famous practitioners.
- For both, the tools have evolved from primitive to modern.
- There are strong disagreements among the experts.
- Both activities can be exhausting.
- Both activities can make you swear.
- They both make you fit.
- For good statistical power, you usually require large sample size; for good bicycling power, you usually require large ample thighs.