Forensic
Inventory.
System Engine v2.5
10
Protocols
Statistical Foundations
Atomic building blocks & reasoning
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9
Protocols
ANOVA Comparison
Group mean differences & variance
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23
Protocols
Predictive Regression
Linear, Logistic, & Cox Models
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3
Protocols
Causal Inference
Propensity & Synthetic Controls
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8
Protocols
Meta-Analysis PRISMA
Fixed/Random Effects & Bias
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5
Protocols
Survival Analysis
Kaplan-Meier & Hazards
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13
Protocols
Nonparametric Logic
Distribution-free testing
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5
Protocols
Reliability Metrics
Kappa, Alpha, & ICC
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4
Protocols
Dimension Reduction
PCA & Factor Analysis
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6
Protocols
Bayesian Inference
Priors & Posteriors
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3
Protocols
Multilevel Modeling
Nested & Hierarchical Data
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8
Protocols
Logistic Analysis
Binary & Multinomial Outcomes
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12
Protocols
Diagnostics
Assumptions & Validation
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Methodological SafeguardScientific
Scientific
Integrity Protocol.
Active Audit Layer
Core v2.5.0 Engaged
01
a priori
The Blueprint
"Designing exactly what to collect. If you miss a variable now, you can't build it later."
Technical Standards
Protocol Pre-registration
Variable Logic Mapping
PICOT Framework Adherence
02
sensitivity
The Materials
"Selecting the right measurement tools. Cheap tools lead to shaky data."
Technical Standards
Psychometric Rigor Audit
Biomarker Sensitivity
Floor & Ceiling Effect Detection
03
post hoc
The Inspection
"Quality control and validation. Finding cracks before the roof (Analysis) goes on."
Technical Standards
Forensic Code Auditing
Risk of Bias (RoB 2.0)
Internal Validity Verification
Scientific Objective
Establish the Truth. Eliminate the Noise.
"Great research is not defined by the size of the data, but by the rigor of the lens through which it is viewed."