RISK-CONTROLLED OPERATIONS COST PERFORMANCE MODELING AND ASSOCIATED SYSTEMS AND METHODS

摘要

Risk-controlled operations cost performance modeling and associated systems and methods are disclosed herein. A retail store generates operations data and performance data, where the operations data represents values of an operations parameter collected over a period of time from the retail store and the performance data represents a value of a performance parameter measured for each of the values of the operations data. Based on the operations and performance data, an initial relationship model is generated. A confidence interval for the initial relationship model is generated using intermediate relationship models, generated by subsampling the operations and performance data. The confidence interval is used to select an operations threshold, which modifies the initial relationship model to generate a risk-controlled relationship model. The risk-controlled relationship model is used to select a value of the operations parameter for use in the retail environment to achieve a desired performance value.