1. A trending system for trending performance in an mechanical system, the trending system comprising: a performance estimator, the performance estimator receiving sensor data and generating performance parameter estimates for the mechanical system; and a predictive trending mechanism, the predictive trending mechanism receiving the performance parameter estimates and determining an estimated trend for the performance parameters through monotonic regression of the performance parameter estimates.