Calculus Volume 3
16th Edition
ISBN: 9781938168079
Author: Gilbert Strang, Edwin Jed Herman
Publisher: OpenStax
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Chapter 4.2, Problem 111E
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Chapter 4 Solutions
Calculus Volume 3
Ch. 4.1 - For the following exercises, evaluate each...Ch. 4.1 - For the following exercises, evaluate each...Ch. 4.1 - For the following exercises, evaluate each...Ch. 4.1 - For the following exercises, evaluate each...Ch. 4.1 - For the following exercises, find the domain of...Ch. 4.1 - For the following exercises, find the domain of...Ch. 4.1 - For the following exercises, find the domain of...Ch. 4.1 - For the following exercises, find the domain of...Ch. 4.1 - For the following exercises, find the domain of...Ch. 4.1 - For the following exercises, find the domain of...
Ch. 4.1 - Find the range of the functions. 11....Ch. 4.1 - Find the range of the functions. 12. V(x,y)=4x2+y2Ch. 4.1 - Find the range of the functions. 13. z=y2x2Ch. 4.1 - For the following exercises, find the level curves...Ch. 4.1 - For the following exercises, find the level curves...Ch. 4.1 - For the following exercises, find the level curves...Ch. 4.1 - For the following exercises, find the level curves...Ch. 4.1 - For the following exercises, find the level curves...Ch. 4.1 - For the following exercises, find the level curves...Ch. 4.1 - For the following exercises, find the level curves...Ch. 4.1 - For the following exercises, find the level curves...Ch. 4.1 - For the following exercises, find the level curves...Ch. 4.1 - For the following exercises, find the level curves...Ch. 4.1 - For the following exercises, find the level curves...Ch. 4.1 - For the following exercises, find the level curves...Ch. 4.1 - For the following exercises, find the level curves...Ch. 4.1 - For the following exercises, find the level curves...Ch. 4.1 - For the following exercises, find the level curves...Ch. 4.1 - For the following exercises, find the level curves...Ch. 4.1 - For the following exercises, find the vertical...Ch. 4.1 - For the following exercises, find the vertical...Ch. 4.1 - For the following exercises, find the vertical...Ch. 4.1 - Find the domain of the following functions. 33....Ch. 4.1 - Find the domain of the following functions. 34....Ch. 4.1 - Find the domain of the following functions. 35....Ch. 4.1 - Find the domain of the following functions. 36....Ch. 4.1 - Find the domain of the following functions. 37....Ch. 4.1 - Find the domain of the following functions. 38....Ch. 4.1 - For the following exercises, plot a graph of the...Ch. 4.1 - For the following exercises, plot a graph of the...Ch. 4.1 - For the following exercises, plot a graph of the...Ch. 4.1 - Sketch the following by finding the level curves....Ch. 4.1 - Sketch the following by finding the level curves....Ch. 4.1 - Sketch the following by finding the level curves....Ch. 4.1 - Sketch the following by finding the level curves....Ch. 4.1 - Sketch the following by finding the level curves....Ch. 4.1 - Sketch the following by finding the level curves....Ch. 4.1 - Find the level surface for the functions of three...Ch. 4.1 - Find the level surface for the functions of three...Ch. 4.1 - the level surface for the functions of three...Ch. 4.1 - Find the level surface for the functions of three...Ch. 4.1 - Find the level surface for the functions of three...Ch. 4.1 - For the following exercises, find an equation of...Ch. 4.1 - For the following exercises, find an equation of...Ch. 4.1 - For the following exercises, find an equation of...Ch. 4.1 - The strength E of an electric field at point (x....Ch. 4.1 - A thin plate made of iron is located in the...Ch. 4.1 - Refer to the preceding problem. Using the...Ch. 4.1 - Refer to the preceding problem. Find the level...Ch. 4.2 - For the following exercises, find the limit of the...Ch. 4.2 - For the following exercises, find the limit of the...Ch. 4.2 - For the following exercises, find the limit of the...Ch. 4.2 - For the following exercises, evaluate the limits...Ch. 4.2 - For the following exercises, evaluate the limits...Ch. 4.2 - For the following exercises, evaluate the limits...Ch. 4.2 - For the following exercises, evaluate the limits...Ch. 4.2 - For the following exercises, evaluate the limits...Ch. 4.2 - For the following exercises, evaluate the limits...Ch. 4.2 - For the following exercises, evaluate the limits...Ch. 4.2 - For the following exercises, evaluate the limits...Ch. 4.2 - For the following exercises, evaluate the limits...Ch. 4.2 - For the following exercises, evaluate the limits...Ch. 4.2 - For the following exercises, evaluate the limits...Ch. 4.2 - For the following exercises, evaluate the limits...Ch. 4.2 - For the following exercises, evaluate the limits...Ch. 4.2 - For the following exercises, evaluate the limits...Ch. 4.2 - For the following exercises, evaluate the limits...Ch. 4.2 - For the following exercises, complete the...Ch. 4.2 - For the following exercises, complete the...Ch. 4.2 - For the following exercises, use algebraic...Ch. 4.2 - For the following exercises, use algebraic...Ch. 4.2 - For the following exercises, use algebraic...Ch. 4.2 - For the following exercises, use algebraic...Ch. 4.2 - For the following exercises, evaluate the limits...Ch. 4.2 - For the following exercises, evaluate the limits...Ch. 4.2 - For the following exercises, evaluate the limit of...Ch. 4.2 - For the following exercises, evaluate the limit of...Ch. 4.2 - For the following exercises, evaluate the limit of...Ch. 4.2 - For the following exercises, evaluate the limit of...Ch. 4.2 - Discuss the continuity of the following functions....Ch. 4.2 - Discuss the continuity of the following functions....Ch. 4.2 - Discuss the continuity of the following functions....Ch. 4.2 - Discuss the continuity of the following functions....Ch. 4.2 - For the following exercises, determine the region...Ch. 4.2 - For the following exercises, determine the region...Ch. 4.2 - Show that the function approaches different values...Ch. 4.2 - Show that the function approaches different values...Ch. 4.2 - Create a plot using graphing software to determine...Ch. 4.2 - Determine the region of the xy-plane in which the...Ch. 4.2 - Determine the region of the xv-plane in which f(x....Ch. 4.2 - At what points in space g(x,y,z)=x2+y22z2...Ch. 4.2 - At what points in space is g(x,y,z)=1x2+z21...Ch. 4.2 - Show that (x,y)(0,0)lim1x2+y2 does not exist at...Ch. 4.2 - [T] Evaluate (x,y)(0,0)limxy2x2+y2 by plotting the...Ch. 4.2 - [T] a. Use a CAS to draw a contour map of z=9x2y2...Ch. 4.2 - True or False: If we evaluate (x,y)(0,0)limf(x)...Ch. 4.2 - Use polar coordinates to find (xy)(0,0)limsin x 2+...Ch. 4.2 - Use polar coordinates to find urn...Ch. 4.2 - Discuss the continuity of f(g(x. y)) where f(i) =...Ch. 4.2 - Given f(x. v) = x2-4y. find h0limf(x+h,y)f(x,y)h.Ch. 4.2 - Given f(x,y)=x24y find h0limf(1+h,y)f(1,y)hCh. 4.3 - Lord Kelvin and the Age of Earth Figure 4.25 (a)...Ch. 4.3 - Lord Kelvin and the Age of Earth Figure 4.25 (a)...Ch. 4.3 - Lord Kelvin and the Age of Earth Figure 4.25 (a)...Ch. 4.3 - For the following exercises, calculate the partial...Ch. 4.3 - For the following exercises, calculate the partial...Ch. 4.3 - For the following exercises, calculate the sign of...Ch. 4.3 - For the following exercises, calculate the sign of...Ch. 4.3 - For the following exercises, calculate the sign of...Ch. 4.3 - For the following exercises, calculate the sign of...Ch. 4.3 - For the following exercises, calculate the partial...Ch. 4.3 - For the following exercises, calculate the partial...Ch. 4.3 - For the following exercises, calculate the partial...Ch. 4.3 - For the following exercises, calculate the partial...Ch. 4.3 - For the following exercises, calculate the partial...Ch. 4.3 - For the following exercises, calculate the partial...Ch. 4.3 - For the following exercises, calculate the partial...Ch. 4.3 - For the following exercises, calculate the partial...Ch. 4.3 - For the following exercises, calculate the partial...Ch. 4.3 - For the following exercises, calculate the partial...Ch. 4.3 - For the following exercises, calculate the partial...Ch. 4.3 - Evaluate the partial derivatives at point P(O. 1)....Ch. 4.3 - Evaluate the partial derivatives at point P(O. 1)....Ch. 4.3 - Evaluate the partial derivatives at point P(O. 1)....Ch. 4.3 - The area of a parallelogram with adjacent side...Ch. 4.3 - Express the volume of a right circular cylinder as...Ch. 4.3 - Calulate wz for w=zsin(xy2+2z) .Ch. 4.3 - Find the indicated higher-order partial...Ch. 4.3 - Find the indicated higher-order partial...Ch. 4.3 - Find the indicated higher-order partial...Ch. 4.3 - Find the indicated higher-order partial...Ch. 4.3 - Find the indicated higher-order partial...Ch. 4.3 - Find the indicated higher-order partial...Ch. 4.3 - Find the indicated higher-order partial...Ch. 4.3 - Find the indicated higher-order partial...Ch. 4.3 - Find the indicated higher-order partial...Ch. 4.3 - Find the indicated higher-order partial...Ch. 4.3 - Find the indicated higher-order partial...Ch. 4.3 - Find the indicated higher-order partial...Ch. 4.3 - Find the indicated higher-order partial...Ch. 4.3 - Find the indicated higher-order partial...Ch. 4.3 - Find the indicated higher-order partial...Ch. 4.3 - Find the indicated higher-order partial...Ch. 4.3 - Find the indicated higher-order partial...Ch. 4.3 - Find the indicated higher-order partial...Ch. 4.3 - Find the indicated higher-order partial...Ch. 4.3 - Find the indicated higher-order partial...Ch. 4.3 - Find the indicated higher-order partial...Ch. 4.3 - Find the indicated higher-order partial...Ch. 4.3 - Find the indicated higher-order partial...Ch. 4.3 - Find the indicated higher-order partial...Ch. 4.3 - Find the indicated higher-order partial...Ch. 4.3 - Suppose the sides of a rectangle are changing with...Ch. 4.3 - A Cobb-Douglas production function...Ch. 4.3 - The apparent temperature index is a measure of how...Ch. 4.4 - For the following exercises, find a unit normal...Ch. 4.4 - For the following exercises, find a unit normal...Ch. 4.4 - For the following exercises, as a useful review...Ch. 4.4 - For the following exercises, as a useful review...Ch. 4.4 - For the following exercises, as a useful review...Ch. 4.4 - For the following exercises, as a useful review...Ch. 4.4 - For the following exercises, as a useful review...Ch. 4.4 - For the following exercises, find the equation for...Ch. 4.4 - For the following exercises, find the equation for...Ch. 4.4 - For the following exercises, find the equation for...Ch. 4.4 - For the following exercises, find the equation for...Ch. 4.4 - For the following exercises, find the equation for...Ch. 4.4 - For the following exercises, find the equation for...Ch. 4.4 - For the following exercises, find the equation for...Ch. 4.4 - For the following exercises, find the equation for...Ch. 4.4 - For the following exercises, find the equation for...Ch. 4.4 - For the following exercises, find the equation for...Ch. 4.4 - For the following exercises, find the equation for...Ch. 4.4 - the following exercises, find the equation for the...Ch. 4.4 - For the following exercises, find parametric...Ch. 4.4 - For the following exercises, find parametric...Ch. 4.4 - For the following exercises, find parametric...Ch. 4.4 - For the following exercises, find parametric...Ch. 4.4 - For the following exercises, find parametric...Ch. 4.4 - For the following exercises, find parametric...Ch. 4.4 - For the following exercises, use the figure shown...Ch. 4.4 - For the following exercises, use the figure shown...Ch. 4.4 - For the following exercises, use the figure shown...Ch. 4.4 - For the following exercises, complete each task....Ch. 4.4 - For the following exercises, complete each task....Ch. 4.4 - For the following exercises, complete each task....Ch. 4.4 - For the following exercises, complete each task....Ch. 4.4 - For the following exercises, complete each task....Ch. 4.4 - For the following exercises, complete each task....Ch. 4.4 - For the following exercises, complete each task....Ch. 4.4 - For the following exercises, complete each task....Ch. 4.4 - For the following exercises, complete each task....Ch. 4.4 - The centripetal acceleration of a particle moving...Ch. 4.4 - The radius r and height h of a tight circular...Ch. 4.4 - The base radius and height of a right circular...Ch. 4.4 - The electrical resistance R produced by wiring...Ch. 4.4 - The area of an ellipse with axes of length 2a and...Ch. 4.4 - The period T of a simple pendulum with small...Ch. 4.4 - Electrical power P is given by P = V2R where V is...Ch. 4.4 - For the following exercises, find the linear...Ch. 4.4 - For the following exercises, find the linear...Ch. 4.4 - For the following exercises, find the linear...Ch. 4.4 - For the following exercises, find the linear...Ch. 4.4 - For the following exercises, find the linear...Ch. 4.4 - [T] Find the equation of the tangent plane to the...Ch. 4.4 - [T] Find the equation for the tangent plane to the...Ch. 4.4 - [T] Find the equation of the tangent plane to the...Ch. 4.5 -
Ch. 4.5 - For the following exercises, use the information...Ch. 4.5 - For the following exercises, use the information...Ch. 4.5 - For the following exercises, use the information...Ch. 4.5 - For the following exercises, use the information...Ch. 4.5 - For the following exercises, use the information...Ch. 4.5 - For the following exercises, find dfdtusing the...Ch. 4.5 - For the following exercises, find dfdtusing the...Ch. 4.5 - For the following exercises, find dfdtusing the...Ch. 4.5 - For the following exercises, find dfdtusing the...Ch. 4.5 - For the following exercises, find dfdtusing the...Ch. 4.5 - For the following exercises, find dfdtusing the...Ch. 4.5 - Let w(x. v, z) = x + y + z, x = cos t, v = sin t,...Ch. 4.5 - Let z=x2y. where x=t2 and v=t2. Find dzdt .Ch. 4.5 - Let u=exsiny, where x=t2 and y=t . Find dudtwhen x...Ch. 4.5 - For the following exercises, find dv using partial...Ch. 4.5 - For the following exercises, find dydx using...Ch. 4.5 - For the following exercises, find dydx using...Ch. 4.5 - For the following exercises, find dydx using...Ch. 4.5 - For the following exercises, find dydx using...Ch. 4.5 - For the following exercises, find dydx using...Ch. 4.5 - For the following exercises, find dydx using...Ch. 4.5 - For the following exercises, find dydx using...Ch. 4.5 - For the following exercises, find dydx using...Ch. 4.5 - For the following exercises, find dydx using...Ch. 4.5 - For the following exercises, find dydx using...Ch. 4.5 - For the following exercises, find dydx using...Ch. 4.5 - For the following exercises, find dydx using...Ch. 4.5 - For the following exercises, find dydx using...Ch. 4.5 - For the following exercises, find dydx using...Ch. 4.5 - For the following exercises, find dydx using...Ch. 4.5 - For the following exercises, find dydx using...Ch. 4.5 - For the following exercises, find dydx using...Ch. 4.5 - For the following exercises, use this information:...Ch. 4.5 - For the following exercises, use this information:...Ch. 4.5 - For the following exercises, use this information:...Ch. 4.5 - The volume of a right circular cylinder is given...Ch. 4.5 - The pressure P of a gas is related to the volume...Ch. 4.5 - The radius of a tight circular cone is increasing...Ch. 4.5 - The volume of a frustum of a cone is given by the...Ch. 4.5 - A closed box is in the shape of a rectangular...Ch. 4.5 - The total resistance in a circuit that has three...Ch. 4.5 - The temperature T at a point (x. y) is T(x. y) and...Ch. 4.5 - The x and y components of a fluid moving in two...Ch. 4.5 - Let u = u(x. y, z). where x = x(w, t). y = (w. t)....Ch. 4.6 - For the following exercises, find the directional...Ch. 4.6 - For the following exercises, find the directional...Ch. 4.6 - For the following exercises, find the directional...Ch. 4.6 - For the following exercises, find the directional...Ch. 4.6 - For the following exercises, find the directional...Ch. 4.6 - For the following exercises, find the directional...Ch. 4.6 - For the following exercises, find the directional...Ch. 4.6 - For the following exercises, find the directional...Ch. 4.6 - For the following exercises, find the directional...Ch. 4.6 - For the following exercises, find the directional...Ch. 4.6 - For the following exercises, find the directional...Ch. 4.6 - For the following exercises, find the directional...Ch. 4.6 - For the following exercises, find the directional...Ch. 4.6 - For the following exercises, find the directional...Ch. 4.6 - For the following exercises, find the directional...Ch. 4.6 - For the following exercises, find the directional...Ch. 4.6 - For the following exercises, find the directional...Ch. 4.6 - For the following exercises, find the directional...Ch. 4.6 - For the following exercises, find the directional...Ch. 4.6 - For the following exercises, find the directional...Ch. 4.6 - For the following exercises, find the gradient....Ch. 4.6 - For the following exercises, find the gradient....Ch. 4.6 - For the following exercises, find the gradient....Ch. 4.6 - For the following exercises, find the gradient....Ch. 4.6 - For the following exercises, find the directional...Ch. 4.6 - For the following exercises, find the directional...Ch. 4.6 - For the following exercises, find the derivative...Ch. 4.6 - For the following exercises, find the derivative...Ch. 4.6 - [T] Use technology to sketch the level curve of...Ch. 4.6 - [T] Use technology to sketch the level curve of...Ch. 4.6 - For the following exercises, find the gradient...Ch. 4.6 - For the following exercises, find the gradient...Ch. 4.6 - For the following exercises, find the gradient...Ch. 4.6 - For the following exercises, find the gradient...Ch. 4.6 - For the following exercises, find the derivative...Ch. 4.6 - For the following exercises, find the derivative...Ch. 4.6 - For the following exercises, find the derivative...Ch. 4.6 - For the following exercises, find the derivative...Ch. 4.6 - For the following exercises, find the derivative...Ch. 4.6 - For the following exercises, find the maximum rate...Ch. 4.6 - For the following exercises, find the maximum rate...Ch. 4.6 - For the following exercises, find the maximum rate...Ch. 4.6 - For the following exercises, find equations of a....Ch. 4.6 - For the following exercises, find equations of a....Ch. 4.6 - For the following exercises, find equations of a....Ch. 4.6 - For the following exercises, find equations of a....Ch. 4.6 - For the following exercises, solve the problem....Ch. 4.6 - For the following exercises, solve the problem....Ch. 4.6 - For the following exercises, solve the problem....Ch. 4.6 - For the following exercises, solve the problem....Ch. 4.7 - For the following exercises, find all critical...Ch. 4.7 - For the following exercises, find all critical...Ch. 4.7 - For the following exercises, find all critical...Ch. 4.7 - For the following exercises, find all critical...Ch. 4.7 - For the following exercises, find the critical...Ch. 4.7 - For the following exercises, find the critical...Ch. 4.7 - For the following exercises, find the critical...Ch. 4.7 - For the following exercises, find the critical...Ch. 4.7 - For the following exercises, use the second...Ch. 4.7 - For the following exercises, use the second...Ch. 4.7 - For the following exercises, use the second...Ch. 4.7 - For the following exercises, use the second...Ch. 4.7 - For the following exercises, use the second...Ch. 4.7 - For the following exercises, use the second...Ch. 4.7 - For the following exercises, use the second...Ch. 4.7 - For the following exercises, use the second...Ch. 4.7 - For the following exercises, use the second...Ch. 4.7 - For the following exercises, use the second...Ch. 4.7 - For the following exercises, use the second...Ch. 4.7 - For the following exercises, use the second...Ch. 4.7 - For the following exercises, use the second...Ch. 4.7 - For the following exercises, use the second...Ch. 4.7 - For the following exercises, use the second...Ch. 4.7 - For the following exercises, use the second...Ch. 4.7 - For the following exercises, use the second...Ch. 4.7 - For the following exercises, use the second...Ch. 4.7 - For the following exercises, use the second...Ch. 4.7 - For the following exercises, use the second...Ch. 4.7 - For the following exercises, use the second...Ch. 4.7 - For the following exercises, use the second...Ch. 4.7 - For the following exercises, use the second...Ch. 4.7 - For the following exercises, determine the extreme...Ch. 4.7 - For the following exercises, determine the extreme...Ch. 4.7 - For the following exercises, determine the extreme...Ch. 4.7 - Find the absolute extrema of the given function on...Ch. 4.7 - Find the absolute extrema of the given function on...Ch. 4.7 - Find the absolute extrema of the given function on...Ch. 4.7 - Find the absolute extrema of the given function on...Ch. 4.7 - Find three positive numbers the sum of which is...Ch. 4.7 - Find the points on the surface x2yz=5that are...Ch. 4.7 - Find the maximum volume of a rectangular box with...Ch. 4.7 - The sum of the length and the girth (perimeter of...Ch. 4.7 - A cardboard box without a lid is to be made with a...Ch. 4.7 - Find the point on the surface f(x,y)=x2+y2+10...Ch. 4.7 - Find the point in the plane 2xy+2z=16 that is...Ch. 4.7 - A company manufactures two types of athletic...Ch. 4.7 - A shipping company handles rectangular boxes...Ch. 4.7 - Find the maximum volume of a cylindrical soda can...Ch. 4.8 - For the following exercises, use the method of...Ch. 4.8 - For the following exercises, use the method of...Ch. 4.8 - For the following exercises, use the method of...Ch. 4.8 - For the following exercises, use the method of...Ch. 4.8 - For the following exercises, use the method of...Ch. 4.8 - For the following exercises, use the method of...Ch. 4.8 - For the following exercises, use the method of...Ch. 4.8 - For the following exercises, use the method of...Ch. 4.8 - For the following exercises, use the method of...Ch. 4.8 - For the following exercises, use the method of...Ch. 4.8 - For the following exercises, use the method of...Ch. 4.8 - For the following exercises, use the method of...Ch. 4.8 - For the following exercises, use the method of...Ch. 4.8 - For the following exercises, use the method of...Ch. 4.8 - For the following exercises, use the method of...Ch. 4.8 - For the following exercises, use the method of...Ch. 4.8 - For the following exercises, use the method of...Ch. 4.8 - For the following exercises, use the method of...Ch. 4.8 - For the following exercises, use the method of...Ch. 4.8 - For the following exercises, use the method of...Ch. 4.8 - For the following exercises, use the method of...Ch. 4.8 - For the following exercises, use the method of...Ch. 4.8 - For the next group of exercises, use the method of...Ch. 4.8 - For the next group of exercises, use the method of...Ch. 4.8 - For the next group of exercises, use the method of...Ch. 4.8 - For the next group of exercises, use the method of...Ch. 4.8 - Show that, of all the triangles inscribed in a...Ch. 4.8 - For the next group of exercises, use the method of...Ch. 4.8 - For the next group of exercises, use the method of...Ch. 4.8 - For the next group of exercises, use the method of...Ch. 4.8 - For the next group of exercises, use the method of...Ch. 4.8 - For the next group of exercises, use the method of...Ch. 4.8 - For the next group of exercises, use the method of...Ch. 4.8 - For the next group of exercises, use the method of...Ch. 4.8 - For the next group of exercises, use the method of...Ch. 4.8 - For the next group of exercises, use the method of...Ch. 4 - For the following exercises, determine whether the...Ch. 4 - For the following exercises, determine whether the...Ch. 4 - For the following exercises, determine whether the...Ch. 4 - For the following exercises, determine whether the...Ch. 4 - For the following exercises, sketch the function...Ch. 4 - For the following exercises, sketch the function...Ch. 4 - For the following exercises, evaluate the...Ch. 4 - For the following exercises, evaluate the...Ch. 4 - For the following exercises, find the largest...Ch. 4 - For the following exercises, find the largest...Ch. 4 - For the following exercises, find the largest...Ch. 4 - For the following exercises, find the largest...Ch. 4 - For the following exercises, find all second...Ch. 4 - For the following exercises, find all second...Ch. 4 - For the following exercises, find the equation of...Ch. 4 - For the following exercises, find the equation of...Ch. 4 - For the following exercises, find the equation of...Ch. 4 - For the following exercises, find the equation of...Ch. 4 - For the following exercises, find the equation of...Ch. 4 - For the following exercises, find the equation of...Ch. 4 - For the following exercises, find the gradient....Ch. 4 - For the following exercises, find the gradient....Ch. 4 - For the following exercises, find and classify the...Ch. 4 - For the following exercises, find and classify the...Ch. 4 - For the following exercises, use Lagrange...Ch. 4 - A machinist is constructing a right circular cone...Ch. 4 - A trash compactor is in the shape of a cuboid....
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- You have been hired as an intern to run analyses on the data and report the results back to Sarah; the five questions that Sarah needs you to address are given below. Does there appear to be a positive or negative relationship between price and screen size? Use a scatter plot to examine the relationship. Determine and interpret the correlation coefficient between the two variables. In your interpretation, discuss the direction of the relationship (positive, negative, or zero relationship). Also discuss the strength of the relationship. Estimate the relationship between screen size and price using a simple linear regression model and interpret the estimated coefficients. (In your interpretation, tell the dollar amount by which price will change for each unit of increase in screen size). Include the manufacturer dummy variable (Samsung=1, 0 otherwise) and estimate the relationship between screen size, price and manufacturer dummy as a multiple linear regression model. Interpret the…arrow_forwardDoes there appear to be a positive or negative relationship between price and screen size? Use a scatter plot to examine the relationship. How to take snapshots: if you use a MacBook, press Command+ Shift+4 to take snapshots. If you are using Windows, use the Snipping Tool to take snapshots. Question 1: Determine and interpret the correlation coefficient between the two variables. In your interpretation, discuss the direction of the relationship (positive, negative, or zero relationship). Also discuss the strength of the relationship. Value of correlation coefficient: Direction of the relationship (positive, negative, or zero relationship): Strength of the relationship (strong/moderate/weak): Question 2: Estimate the relationship between screen size and price using a simple linear regression model and interpret the estimated coefficients. In your interpretation, tell the dollar amount by which price will change for each unit of increase in screen size. (The answer for the…arrow_forwardTri-County Utilities, Inc., supplies natural gas to customers in a three-county area. The company purchases natural gas from two companies: Southern Gas and Northwest Gas. Demand forecasts for the coming winter season are as follows: Hamilton County, 400 units; Butler County, 200 units; and Clermont County, 300 units. Contracts to provide the following quantities have been written: Southern Gas, 500 units; and Northwest Gas, 400 units. Distribution costs for the counties vary, depending upon the location of the suppliers. The distribution costs per unit (in thousands of dollars) are as follows. From To Hamilton Butler Clermont Southern Gas 10 20 15 Northwest Gas 12 15 18 (a) Develop a network representation of this problem. (Submit a file with a maximum size of 1 MB.) Choose File No file chosen Assignment 3 graph.docx Score: 1 out of 1 Comment: (b) Develop a linear programming model that can be used to determine the plan that will minimize total distribution costs (in thousands of…arrow_forward
- Use the method of undetermined coefficients to solve the given nonhomogeneous system. dx dt = 2x + 3y − 8 dy dt = −x − 2y + 6 X(t) =arrow_forwardAs discussed in Section 8.3, the Markowitz model uses the variance of the portfolio as the measure of risk. However, variance includes deviations both below and above the mean return. Semivariance includes only deviations below the mean and is considered by many to be a better measure of risk. (a) Develop a model that minimizes semivariance for the Hauck Financial data given in the file HauckData with a required return of 10%. Assume that the five planning scenarios in the Hauck Financial Services model are equally likely to occur. Hint: Modify model (8.10)–(8.19). Define a variable ds for each scenario and let ds ≥ R − Rs with ds ≥ 0. Then make the objective function: Min 1 5 5 s = 1 ds2. Let FS = proportion of portfolio invested in the foreign stock mutual fund IB = proportion of portfolio invested in the intermediate-term bond fund LG = proportion of portfolio invested in the large-cap growth fund LV = proportion of portfolio invested in the large-cap value fund…arrow_forwardCalculus lll May I please have the blank lines completed, and final statement defined as a result? Thank you for the support!arrow_forward
- For each month of the year, Taylor collected the average high temperatures in Jackson, Mississippi. He used the data to create the histogram shown. Which set of data did he use to create the histogram? A 55, 60, 64, 72, 73, 75, 77, 81, 83, 91, 91, 92\ 55,\ 60,\ 64,\ 72,\ 73,\ 75,\ 77,\ 81,\ 83,\ 91,\ 91,\ 92 55, 60, 64, 72, 73, 75, 77, 81, 83, 91, 91, 92 B 55, 57, 60, 65, 70, 71, 78, 79, 85, 86, 88, 91\ 55,\ 57,\ 60,\ 65,\ 70,\ 71,\ 78,\ 79,\ 85,\ 86,\ 88,\ 91 55, 57, 60, 65, 70, 71, 78, 79, 85, 86, 88, 91 C 55, 60, 63, 64, 65, 71, 83, 87, 88, 88, 89, 93\ 55,\ 60,\ 63,\ 64,\ 65,\ 71,\ 83,\ 87,\ 88,\ 88,\ 89,\ 93 55, 60, 63, 64, 65, 71, 83, 87, 88, 88, 89, 93 D 55, 58, 60, 66, 68, 75, 77, 82, 86, 89, 91, 91\ 55,\ 58,\ 60,\ 66,\ 68,\ 75,\ 77,\ 82,\ 86,\ 89,\ 91,\ 91 55, 58, 60, 66, 68, 75, 77, 82, 86, 89, 91, 91arrow_forwardIn this problem, we consider a Brownian motion (W+) t≥0. We consider a stock model (St)t>0 given (under the measure P) by d.St 0.03 St dt + 0.2 St dwt, with So 2. We assume that the interest rate is r = 0.06. The purpose of this problem is to price an option on this stock (which we name cubic put). This option is European-type, with maturity 3 months (i.e. T = 0.25 years), and payoff given by F = (8-5)+ (a) Write the Stochastic Differential Equation satisfied by (St) under the risk-neutral measure Q. (You don't need to prove it, simply give the answer.) (b) Give the price of a regular European put on (St) with maturity 3 months and strike K = 2. (c) Let X = S. Find the Stochastic Differential Equation satisfied by the process (Xt) under the measure Q. (d) Find an explicit expression for X₁ = S3 under measure Q. (e) Using the results above, find the price of the cubic put option mentioned above. (f) Is the price in (e) the same as in question (b)? (Explain why.)arrow_forwardProblem 4. Margrabe formula and the Greeks (20 pts) In the homework, we determined the Margrabe formula for the price of an option allowing you to swap an x-stock for a y-stock at time T. For stocks with initial values xo, yo, common volatility σ and correlation p, the formula was given by Fo=yo (d+)-x0Þ(d_), where In (±² Ꭲ d+ õ√T and σ = σ√√√2(1 - p). дго (a) We want to determine a "Greek" for ỡ on the option: find a formula for θα (b) Is дго θα positive or negative? (c) We consider a situation in which the correlation p between the two stocks increases: what can you say about the price Fo? (d) Assume that yo< xo and p = 1. What is the price of the option?arrow_forward
- The Course Name Real Analysis please Solve questions by Real Analysisarrow_forwardWe consider a 4-dimensional stock price model given (under P) by dẴ₁ = µ· Xt dt + йt · ΣdŴt where (W) is an n-dimensional Brownian motion, π = (0.02, 0.01, -0.02, 0.05), 0.2 0 0 0 0.3 0.4 0 0 Σ= -0.1 -4a За 0 0.2 0.4 -0.1 0.2) and a E R. We assume that ☑0 = (1, 1, 1, 1) and that the interest rate on the market is r = 0.02. (a) Give a condition on a that would make stock #3 be the one with largest volatility. (b) Find the diversification coefficient for this portfolio as a function of a. (c) Determine the maximum diversification coefficient d that you could reach by varying the value of a? 2arrow_forwardQuestion 1. Your manager asks you to explain why the Black-Scholes model may be inappro- priate for pricing options in practice. Give one reason that would substantiate this claim? Question 2. We consider stock #1 and stock #2 in the model of Problem 2. Your manager asks you to pick only one of them to invest in based on the model provided. Which one do you choose and why ? Question 3. Let (St) to be an asset modeled by the Black-Scholes SDE. Let Ft be the price at time t of a European put with maturity T and strike price K. Then, the discounted option price process (ert Ft) t20 is a martingale. True or False? (Explain your answer.) Question 4. You are considering pricing an American put option using a Black-Scholes model for the underlying stock. An explicit formula for the price doesn't exist. In just a few words (no more than 2 sentences), explain how you would proceed to price it. Question 5. We model a short rate with a Ho-Lee model drt = ln(1+t) dt +2dWt. Then the interest rate…arrow_forward
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