📂 STATYPUS ACADEMY
The Repository of Modular Learning
THE STATYPUS WAY
"Deliberate interaction between human intuition and logical architecture."
[ READ THE MANIFESTO ]THE LOGIC OF THE BLOCK
Instructor Note: Each single "block" is calibrated for approximately 25 minutes of active, in-class technical work.
In a world of automated solutions and high-level wrappers, we believe in the mastery of components. Learning isn't about mastering a final product; it's about mastering the individual pieces of the "language" so you can build anything from the ground up.
Each module below is labeled by its weight. A single block represents a specific concept, while multi-block units integrate several foundational ideas into a unified analysis. We utilize three primary tools:
- Given R Code: Curated scripts showing the "under-the-hood" mechanics. These are your blueprints.
- Textbook References Prompts to find answers within the Statypus textbook. We help students find the answer themselves.
- Artificial Intelligence: A collaborative partner to debug, explain, or help translate your logic into code.
Grab a block and start building!
Chapter 9: The Normal Distribution
Chapter Project: Clocktower Analysis
4 BLOCKS
- ClocktowerCensus.pdf HANDOUT (PDF)
Chapter 10: Sampling Distributions
Section 10.1: Simulation & Logic
Mean Variation & CLT
1 BLOCK
- PaperWater.pdf HANDOUT (PDF)
The Water Audit
1 BLOCK
- DigitalWater.pdf HANDOUT (PDF)
- DigitalWater.r R SCRIPT
Section 10.2: The t-distribution & Hypothesis Testing
Reality Check: From P to Mu
1 BLOCK
- RealityCheck.pdf HANDOUT (PDF)
Modifying the Under-the-Hood Curve
1 BLOCK
- SafetyNet.pdf HANDOUT (PDF)
- visualizingt.r R SCRIPT
Calculating the Evidence
1 BLOCK
- tScoreUpgrade.pdf HANDOUT (PDF)
Section 10.3: Confidence Intervals
The Precision Metric
1 BLOCK
- PrecisionMetric.pdf HANDOUT (PDF)
The Scout's Warning (Prediction Intervals)
1 BLOCK
- ScoutsWarning.pdf HANDOUT (PDF)
The Scout's Calibration
1 BLOCK
- ScoutsCalibration.pdf HANDOUT (PDF)
Section 10.4: Two-Sample Inference
The Logic of the Gap
1 BLOCK
- DifferenceLogic.pdf HANDOUT (PDF)
- DifferenceLogic.r R SCRIPT
The Universal Translator
1 BLOCK
- TwoSampleHero.pdf HANDOUT (PDF)
- TwoSampleHero.r R SCRIPT
Chapter 12: Inference for Regression
Foundational Review
1 BLOCK
- RegressionReview.pdf HANDOUT (PDF)
Section 12.1: Inference for Correlation
The Notation Audit (r vs. rho)
1 BLOCK
- rhoConfInt.pdf HANDOUT (PDF)
From Shuffles to Shortcuts
1 BLOCK
- AreTheyRelated.pdf HANDOUT (PDF)
Section 12.2: The Prediction Perimeter
The Confidence Ripple (Estimating the Mean)
1 BLOCK
- ConfidenceRipple.pdf HANDOUT (PDF)
The Hourglass Effect (Individual Prediction)
1 BLOCK
- ConfidentPredictions.pdf HANDOUT (PDF)