📂 STATYPUS ACADEMY

The Repository of Modular Learning
Statypus Kart

The Philosophy of the Block

Instructor Note: Each single "block" is calibrated for approximately 25 minutes of active, in-class technical work.

In a modern world saturated with automated solutions and high-level wrappers, we believe in the logic of the block. Learning isn't about mastering a final product; it's about mastering the individual components—the "language" of the system—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. To navigate this landscape, we utilize two primary tools:

Grab a block and start building!

Chapter 9: The Normal Distribution
Clocktower Analysis 4 BLOCKS
Chapter 10: Sampling Distributions
Section 10.1: Simulation & Logic
Mean Variation & CLT 1 BLOCK
The Water Audit 1 BLOCK
Section 10.2: The t-distribution & Hypothesis Testing
Reality Check: From P to Mu 1 BLOCK
Modifying the Under-the-Hood Curve 1 BLOCK
Calculating the Evidence 1 BLOCK
Section 10.3: Confidence Intervals
The Precision Metric 1 BLOCK
The Scout's Warning (Prediction Intervals) 1 BLOCK
The Scout's Calibration 1 BLOCK
Section 10.4: Two-Sample Inference
The Logic of the Gap 1 BLOCK
The Universal Translator 1 BLOCK
Chapter 12: Inference for Regression
Foundational Review 1 BLOCK
Section 12.1: Inference for Correlation
The Notation Audit (r vs. rho) 1 BLOCK
From Shuffles to Shortcuts 1 BLOCK
Section 12.2: The Prediction Perimeter
The Confidence Ripple (Estimating the Mean) 1 BLOCK
The Hourglass Effect (Individual Prediction) 1 BLOCK
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