The estimation of parameters from data is a common problem in many areas the physical sciences, and frequently used algorithms rely on sets simulated which are fit to data. In this article, an analytic solution for simulation-based parameter problems presented. matrix formalism, termed Linear Template Fit, calculates best estimators interest. It combines linear regression with method least squa...