Method and system for valuation of a pool of real estate assets
AssigneeNorth American Home Finance Inc.
InventorsAdam GANT, Dimitri MARINAKIS, Ashlin RICHARDSON
Life of this patent
Estimating the term…
Abstract
A method and system for evaluation of a pool of real estate assets is disclosed. The method may include a threefold hierarchy of models to encompass geospatiotemporal fluctuations in price for a plurality of assets, at the appropriate comprehensively representative microscopic, mesoscopic, and macroscopic levels of description. The method is particularly useful in enhancing the resilience of modelling and forecasting the price of a pool of real estate assets, owing to the improvements in signal to noise ratio that are gained as a result of data aggregation within suitably small like-with-like groupings of similar real estate units.
Claims3
A method for valuation of a pool of real estate assets, comprising:
- performing a microscopic analysis by tracking prices and asset features of individual real estate assets;
- performing an initial mesoscopic analysis by using an unsupervised clustering technique of price and asset features a pool of individual real estate assets;
- performing a further mesoscopic analysis by using a targeted clustering technique to divide the pool into sub-pools of individual real estate assets that are related in terms of mutual geographic proximity and mutual similarity of asset features;
- and
- performing a tertiary macroscopic analysis by representing the totality of the price for the real estate assets within each of the sub-pools as a composite asset, with a valuation of the individual real estate assets that make up each sub-pool being computed by taking the totality of the price for each sub-pool divided by the number of individual real estate assets in the sub-pool.
A system for valuation of a pool of real estate assets, comprising:
- a transactional data base of property statistics in which prices and asset features of a pool of individual real estate assets are stored;
- a valuation processor which
- performs an initial mesoscopic analysis by using an unsupervised clustering technique of price and asset features on the pool of individual real estate assets stored in the transactional data base;
- performs a further mesoscopic analysis by using a targeted clustering technique to divide the pool into sub-pool of individual real estate assets that are related in terms of mutual geographic proximity and mutual similarity of asset features;
- and
- performs a tertiary macroscopic analysis by representing the totality of the price for the real estate assets within each of the sub-pools as a composite asset, with a valuation of the individual real estate assets that make up each sub-pool being computed by taking the totality of the price for each sub-pool divided by the number of individual real estate assets in the sub-pool.
Dependencies are inferred from the claim text.