PickleBALLER/docs/TITLE_OPTIONS.md
Split 42d0269e56 Major refactor: Convert from Glicko-2 to pure ELO rating system
- Created new ELO module (src/elo/) with:
  - Simple rating-only system (no RD or volatility tracking)
  - Standard ELO expected score calculation
  - Per-point performance scoring
  - Effective opponent formula for doubles
  - Full test suite (21 tests, all passing)

- Updated main.rs to use ELO calculator:
  - Per-point scoring: performance = points_scored / total_points
  - Effective opponent in doubles: Opp1 + Opp2 - Teammate
  - K-factor = 32 for casual play

- Created analysis tool (src/bin/elo_analysis.rs):
  - Reads match history from database
  - Recalculates all ratings using pure ELO
  - Generates before/after comparison (JSON + Markdown)

- Updated documentation:
  - New LaTeX report (rating-system-v3-elo.tex)
  - Simplified explanations (no volatility/RD complexity)
  - Plain English examples and use cases
  - FAQ section

- All tests passing (21/21 ELO tests)
- Code compiles without errors
- Release build successful
2026-02-26 11:35:07 -05:00

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# LaTeX Title Options (Pick Your Sass Level)
## Option 1: The Carry Problem
**"The Carry Problem: A Rating System That Finally Accounts for Your Terrible Doubles Partner"**
*Vibe:* Funny, relatable, speaks directly to the v2 innovation (effective opponent)
*Subtitle works:* "How I built a rating system that accounts for whether your partner is holding you back (or you are)"
---
## Option 2: Self-Deprecating Journey
**"I Needed to Know How Bad I Actually Was: Building a Pickleball Rating System That Doesn't Lie"**
*Vibe:* Personal narrative, self-aware, honest
*Works well because:* Sets up the journey (you built this to figure out the truth about yourself)
*Subtitle option:* "And why your doubles partner isn't the problem (probably)"
---
## Option 3: The Maximum Sass
**"No More Excuses: A Mathematically Rigorous Rating System for Blaming Your Partner"**
*Vibe:* Cheeky, acknowledges the real reason people care about ratings
*Subtitle:* "(Or Finally Admitting It Might Be You)"
*Best for:* Opening with humor but delivering rigor
---
## Option 4: The Honest Take
**"How Bad Am I, Actually? A Rating System for People Who Need to Know"**
*Vibe:* Vulnerable, funny, direct
*Works because:* Everyone who uses a rating system wants to know this
*Subtitle:* "Plus, does my partner actually suck? (Math says...)"
---
## Option 5: The Clever One
**"The Carry Problem: When Your Rating Doesn't Match Your Ego"**
*Vibe:* Self-aware sass, speaks to a real problem
*Best for:* Rec players who know exactly what you mean
*Full title with subtitle:*
```
The Carry Problem: When Your Rating Doesn't Match Your Ego
A Mathematically Principled Rating System for Pickleball
(That Finally Accounts for Whether Your Partner Sucks)
```
---
## My Recommendation
Go with **Option 5** with this structure:
### Main Title:
**"The Carry Problem: When Your Rating Doesn't Match Your Ego"**
### Subtitle:
**"A Mathematically Principled Approach to Rating Pickleball Players (And Proving Whether Your Partner Is Holding You Back)"**
### Authors:
Split (Implementation) & Dane Sabo (System Design)
**Why this works:**
- Opens with the pain point everyone relates to (the carry)
- Funny and self-aware
- The subtitle delivers the rigor + the hook
- "The Carry Problem" is specific to pickleball (team sport aspect)
- Sets up the v2 innovation beautifully: the system DOES account for partner strength
- Sassy but not mean-spirited
---
## Alternative (If You Want Maximum Cheeky):
**Main:** "No More Excuses: A Mathematician's Guide to Blaming Your Partner (With Proof)"
**Subtitle:** "Building a Rigorous Rating System for Recreational Pickleball"
---
## For the Table of Contents:
Whichever title you pick, the abstract can be:
> "This paper addresses a critical gap in recreational pickleball: a rating system that distinguishes between your skill and your partner's ability to carry you. We redesign the Glicko-2 system with three key improvements: per-point expected value scoring, corrected rating distribution, and a personalized 'effective opponent' formula for doubles. The result is a mathematically principled system that is brutally honest about your actual skill level—and whether your partner really is the problem."
---
## What I'll Update
Just tell me which title you want and I'll:
1. Update the LaTeX document title page
2. Update the abstract
3. Commit the change with a clean message
4. Everything else stays the same
**My vote:** Option 5 (The Carry Problem) — it's got sass, it's specific to the sport, and it perfectly sets up why v2's effective opponent formula matters.
What's your pick? 🎾