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Audit p-value claims in a results write-up
Catch and rewrite p-value statements that assert hypothesis probabilities, proof, or absence of effect.
Template library
2,142 engineered scaffolds across 26 categories. Pick a category, drill into a subcategory, then open one straight into the engine.
- 2,142
- templates
- 26
- categories
- 156
- subcategories
95
Clinical Trial Statistical Analysis Plan (SAP) Skeleton
Outlines the primary and secondary statistical methods, populations for analysis, and handling of missing data.
95
Compare results across studies without comparing p-values
Assess agreement between studies by estimating the difference in effects rather than by sorting p-values around a threshold.
95
Correct confidence interval reasoning in a report
Replace probability-of-containment and overlap-based reasoning with compatibility and width-based reasoning.
95
Counterfactual Impact Evaluation (CIE) Designer
Designs a methodology to measure what would have happened without the intervention.
95
de-bias a group-elicited impact matrix
Detect and correct for cognitive biases (anchoring, halo effect, overconfidence) in subjective expert estimates.
95
Plan multiple-comparison control for an exploratory analysis
Pre-commit to a correction procedure so a wide exploratory sweep does not produce a selective significance narrative.
95
Raw Material Safety Stock Calculator
Determines optimal safety stock levels using demand variance and lead time uncertainty.
95
Reframe a non-significant result using effect size and power
Convert an 'no effect found' conclusion into a statement about what effect sizes remain compatible with the data.
95
Screen test assumptions before computing any inference
Check that the chosen test matches the data's measurement scale and dependence structure before any p-value is generated.
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State the conditions attached to a reported p-value
Make the full conditioning set behind a p-value explicit so readers cannot silently extrapolate it.
95
Statistical Process Control (SPC) Out-of-Control Action Plan (OCAP)
Technical decision tree for operators when control charts signal a process shift.
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Choose a causal identification strategy for a non-experimental question
Match an available data structure to the identification strategy that removes the specific selection problem present.
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Decompose an observed correlation into effect plus selection
Attribute an eye-catching metric correlation between a genuine effect and self-selection before anyone builds a roadmap on it.
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Inventory Accuracy & Cycle Count Strategy
Establishes a statistically sound cycle counting program to replace annual physical counts.
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Segment Contrast And Contingency Analysis Plan
Compare an outcome across segments using grouped statistics, contingency tables and derived binary features before any modelling.
94
Statistical Result Interrogation
Interrogate a statistical result for power, confounding and overclaiming.
93
Campus Safety (Clery Act) Compliance Mapper
Audits Annual Security Reports (ASR) for Clery Act regulatory alignment and disclosure gaps.
93
Journal Club Critical Appraisal Summary
Provides a standardized critical appraisal of a medical research paper for peer-review discussion.
93
Meta-Analysis Data Extraction Formatter
Standardizes raw study results into a uniform format suitable for meta-analysis or systematic review.