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Case Studies
Method-led studies structured around a question, assumptions, statistical approach, measured result,
limitations and supported decision.
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7 results
ExperimentationAdvancedSimulated
Experiment Design and Causal Impact Measurement
Design and analysis of controlled experiments to estimate incremental impact and support decisions grounded in evidence.
- A/B Testing
- Multivariate Testing
- Experimental Design
- Causal Inference
- +6 more
Read caseStatistical InferenceAdvancedSimulated
Time Series Impact Analysis and Counterfactual Forecasting
Evaluation of whether an observed change in a metric was caused by an intervention or by trend, seasonality, or noise.
- Time Series Inference
- Forecasting
- Counterfactual Analysis
- Interrupted Time Series
- +1 more
Read caseStatistical ModelingAdvancedPublic
Survival Analysis for Time-to-Event Modeling
Analysis of time-to-event data to estimate risk, compare groups and support prioritization decisions.
- Survival Analysis
- Kaplan-Meier
- Cox Proportional Hazards
- Hazard Ratio
Read caseOptimizationAdvancedSimulated
Quantitative Portfolio and Pricing Optimization
Simulation-based approach to optimize offer mix, pricing scenarios, attribute value and expected market share.
- Price Elasticity
- MaxDiff
- Conjoint Analysis
- TURF
- +1 more
Read caseQuantitative IntelligenceAdvancedSimulated
Quantitative Segmentation, Churn, LTV and ROI
Quantitative segmentation and value modeling to prioritize actions based on risk, return and expected impact.
- Clustering
- RFM Segmentation
- Churn Prediction
- LTV Analysis
- +1 more
Read caseNLPIntermediatePublic
NLP Pipeline for Quantitative Text Intelligence
Pipeline to transform unstructured text into quantitative indicators, recurring themes and executive summaries.
- Sentiment Analysis
- Topic Modeling
- Entity Extraction
- Summarization
- +1 more
Read caseAI AutomationIntermediateSimulated
RAG Assistant for Knowledge Base Search
Prototype of a retrieval-augmented assistant for querying manuals, policies or internal technical documentation.
- RAG
- Embeddings
- Vector Search
- AI Agents
- +1 more
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