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InfoQ Homepage Presentations Liquidity Modeling in Real Estate Using Survival Analysis

AI, ML & Data Engineering

Liquidity Modeling in Real Estate Using Survival Analysis

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38:53

Summary

Xinlu Huang and David Lundgren discuss hazard and survival modeling, metrics, and data censoring, describing how Opendoor uses these models to estimate holding times for homes and mitigate risk.

Bio

Xinlu Huang is a data scientist on the pricing and revenue optimization group at Opendoor in San Francisco. David Lundgren is a data scientist on the pricing and revenue optimization group at Opendoor in San Francisco.

About the conference

QCon.ai is a AI and Machine Learning conference held in San Francisco for developers, architects & technical managers focused on applied AI/ML.

Recorded at:

May 29, 2018

This content is in the AI, ML & Data Engineering topic

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