Hello, the problem below needs to be done in Matlab code and/or please write your solution by hand so I can understand. Thank you very much for your help!

Topic is Non-linear model regression and optimization.

Here is equation 2.27

Using hemoglobin as a blood substitute: hemoglobin-oxygen binding lxst dit values for tlAC Hill palau ciers Psu) auACI // m 1, luua tio2.2Y. Find the (a) Use the fminsearch function to find optimal values that correspond to the (b) Compare your optimal values with those obtained using linear regression of the (c) Use the bootstrap method to calculate the covariance matrix of the model least-squared error. transformed equation. parameters. Create ten data sets from the original data set. Calculate the stand- ard deviation for each parameter. The Hill equation describes a mathematical relationship between the extent of oxygen saturation of hemoglobin and the partial pressure of 02 in blood. This equation is derived from the application of the law of mass action to the state of chemical equilibrium of the reaction Hb(02n (p02)" (2.27) Equation (2.27) is the Hill equation, and accounts for the observed cooperative binding that The partial pressure of oxygen that results in occupancy of half of the oxygen binding sites of produces the characteristic sigmoidal shape of the hemoglobin-oxygen dissociation curve. hemoglobin is denoted by P50 Using hemoglobin as a blood substitute: hemoglobin-oxygen binding lxst dit values for tlAC Hill palau ciers Psu) auACI // m 1, luua tio2.2Y. Find the (a) Use the fminsearch function to find optimal values that correspond to the (b) Compare your optimal values with those obtained using linear regression of the (c) Use the bootstrap method to calculate the covariance matrix of the model least-squared error. transformed equation. parameters. Create ten data sets from the original data set. Calculate the stand- ard deviation for each parameter. The Hill equation describes a mathematical relationship between the extent of oxygen saturation of hemoglobin and the partial pressure of 02 in blood. This equation is derived from the application of the law of mass action to the state of chemical equilibrium of the reaction Hb(02n (p02)" (2.27) Equation (2.27) is the Hill equation, and accounts for the observed cooperative binding that The partial pressure of oxygen that results in occupancy of half of the oxygen binding sites of produces the characteristic sigmoidal shape of the hemoglobin-oxygen dissociation curve. hemoglobin is denoted by P50