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Use the Table Below to Answer the Following Questions) Develop a Nonlinear Optimization Models Model to Find the Optimal

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Use the table below to answer the following questions) .
Jonathan Reese is considering three stocks in which to invest with a fixed budget. The table below provides information on Jonathan's expected returns for each stock. The table also provides information, collected from market researchers, on the variance-covariance matrix of the individual stocks. He expects a total return of at least 10%.  Reese’s Stuck  Investment  Plan  Data  Expected  Variance-Covariance Matrix  Return  Stack 1  Stack 2  Stack 3  Stack 1 10% Stack 1 0.0210.0180.003 Stack 2 11% Stack 2 0.0180.0700.006 Stack 3 9% Stack 3 0.0030.0060.003 Target  Retum 10%\begin{array} { | l | r | l | l | l | l | r | } \hline \begin{array} { l } \text { Reese's Stuck } \\\text { Investment } \\\text { Plan }\end{array} & & & & & & \\\hline & & & & & & \\\hline \text { Data } & & & & \\\hline & \text { Expected } & & & { \text { Variance-Covariance Matrix } } \\\hline & \text { Return } & & & \text { Stack 1 } & \text { Stack 2 } & \text { Stack 3 } \\\hline \text { Stack 1 } & 10 \% & & \text { Stack 1 } & 0.021 & 0.018 & - 0.003 \\\hline \text { Stack 2 } & 11 \% & & \text { Stack 2 } & 0.018 & 0.070 & 0.006 \\\hline \text { Stack 3 } & 9 \% & & \text { Stack 3 } & - 0.003 & 0.006 & 0.003 \\\hline \begin{array} { l } \text { Target } \\\text { Retum }\end{array} & 10 \% & & & & & \\\hline\end{array} Develop a Nonlinear Optimization Models model to find the optimal allocation of the budget to each stock, and variance calculations for squared terms and cross-products based on the variance-covariance matrix.
-According to the model, what is the squared term value for Stock 1 variance?


Definitions:

Industry Competition

The rivalry among companies within the same industry to gain more market share, customers, or profits.

Economy State

The current conditions and overall health of a country's economy, influenced by factors such as GDP growth, unemployment rates, and inflation.

Required Return

The minimum return an investor expects to achieve on an investment, considering its risk.

Expected Market Return

The anticipated average rate of return on an investment portfolio or a market index over a certain period, based on historical data and market conditions.

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