Resource Allocation Based on Available Predictions

摘要

Provided are systems, methods and techniques for facilitating allocation of resources based on available data estimates, using steps to: input a set of predictor variables and data values pertaining to them; generate a first transfer function that maps values for the predictor variables to values for a predefined set of factor variables; generate distribution information for the predictor variables based on the input data values; conduct a simulation using the distribution information for the predictor variables; map the simulated values for the predictor variables to information regarding the factor variables, using the first transfer function; map such information to estimation information for a set of target variables using a second transfer function; and display the estimation information, use the estimation information to recommend a purchase or sale of an asset, and/or directly purchase and/or sell an asset based on the estimation information.

主权项

1. A system for facilitating allocation of resources based on available data estimates, said system comprising:
a processor for executing stored computer-executable process steps; and a data storage device coupled to the processor and storing said process steps, said process steps including steps to:
(a) input a set of first variables;(b) input data values pertaining to said first variables, including estimated values for the first variables;(c) generate a first transfer function that maps values for said first variables to values for a predefined set of factor variables, based on historical values for the first variables and historical values for the factor variables;(d) generate distribution information for the first variables based on the input data values;(e) conduct a simulation using the distribution information for the first variables in order to obtain simulated values for the first variables;(f) map the simulated values for the first variables to information regarding the factor variables, using the first transfer function;(g) map said information regarding the factor variables to estimation information for a set of target variables using a second transfer function; and(h) at least one of directly display the estimation information, use the estimation information to recommend at least one of a purchase or sale of an asset, or directly purchase or sell an asset based on the estimation information.