Data Scientist | Quant Methods PhD
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University of Pennsylvania
- Philadelphia
- katjanestrickland.github.io
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Propensity-Score-Weighting
Propensity-Score-Weighting PublicReview of propensity score matching techniques, especially IPTW, Overlap Weights, and Doubly Robust Estimation
HTML 1
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Live-Music-Analyst
Live-Music-Analyst PublicCommissioned project with data team at the Pudding, using the Spotify API to match studio and live recordings for over 700 artists
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Bayes-Music-Prediction
Bayes-Music-Prediction PublicMusic popularity prediction model, using hierarchical bayes with a Gibbs sampler
HTML
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NonParametric-Statistics
NonParametric-Statistics PublicData and modeling notes for Nonparametric Statistics
R
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Time-Series-Forecasting
Time-Series-Forecasting PublicData and modeling notes for Time Series Forecasting
R 2
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