Advanced Resource Allocation Optimization Model

Develop a sophisticated data analytics model for optimizing institutional resource allocation using linear programming and machine learning techniques. Create a predictive framework that can dynamically allocate teaching resources, classroom spaces, and educational technology based on complex performance metrics. Integrate historical data, current student enrollment trends, and projected learning outcomes to generate resource deployment recommendations. Include a simulation component that can model different allocation scenarios with statistical confidence intervals.