Published onDecember 6, 2024Hierarchical Modeling for Improving Causal Estimate Robustnesscausal-inferencebayesianpricingeconometricstime-seriesCompare multiple product elasticity estimates obtained from separate individual models vs. a single hierarchical model.
Published onNovember 19, 2024Synthesizing Cross Elasticity Dataset for Researchsynthetic-datapricingtime-seriesSynthesize a time series dataset that can be used for modeling both price and cross elasticity of demand, and for optimizing product portfolios.
Published onMay 15, 2024Using Bayesian Workflow in Estimating Price Elasticitycausal-inferencebayesianpricingeconometricstime-seriesEstimate Price Elasticity by building bayesian linear model with Bayesian Workflow.
Published onApril 18, 2024Estimating Price Elasticity using Double MLcausal-inferencepricingeconometricstime-seriesEstimate Price Elasticity using DoubleML, coding from scratch. Analyse and compare against OLS on accuracy of causal estimate and predictions.
Published onFebruary 7, 2024Modeling Via Synthesizing Data. And Vice Versasynthetic-datapricingtime-seriesSynthesize a time series dataset that can be used for modeling price elasticity of demand.