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Dota Lane Composition Theory: Domain-Informed Draft Risk Model
A reproducible "Kaggle-style" predictive analytics project testing whether Dota 2 draft-composition and lane-risk features can explain match outcomes. The report compares logistic regression and a tree-based model, evaluates performance against a baseline, and discusses limitations and next steps for lane-versus-lane modeling.
Homework 5 — Chi-Square and ANOVA - Hernan Vasquez
Three problems — one chi-square goodness-of-fit, one chi-square test of independence, and one one-way ANOVA.
Activity 3
Completed activity 3 from DATA 101
Backup
Backup version
Scatter plot Safety Index vs EB approach
SI/L ranking vs EB_HSM/L ranking
Capital Intensity Is a Symptom: Execution Structure and the Typology Owners Don't Buy
In a companion note, we examine how contract typology determines V&V exposure across EPC and EPCM engagements: Why 70–90% of EPC/EPCM Projects Fail — and What Contract Structure Actually Controls. This note extends that argument to the capital dimension.
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