TECHNICAL ARCHIVE

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
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Statistical 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
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Statistical 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
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OptimizationAdvancedSimulated

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
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Quantitative 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
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NLPIntermediatePublic

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
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AI 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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