CALCULUS,VOLUME 1 (OER)
16th Edition
ISBN: 2810019900790
Author: OpenStax
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Textbook Question
Chapter 3.4, Problem 166E
The centripetal force of an object of mass m is given by
- Find the rate of change of centripetal force with respect to the distance from the center of rotation.
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Chapter 3 Solutions
CALCULUS,VOLUME 1 (OER)
Ch. 3.1 - For the following exercises, use Equation 3.3 to...Ch. 3.1 - For the following exercises, use Equation 3.3 to...Ch. 3.1 - For the following exercises, use Equation 3.3 to...Ch. 3.1 - For the following exercises, use Equation 3.3 to...Ch. 3.1 - For the following exercises, use Equation 3.3 to...Ch. 3.1 - For the following exercises, use Equation 3.3 to...Ch. 3.1 - For the following exercises, use Equation 3.3 to...Ch. 3.1 - For the following exercises, use Equation 3.3 to...Ch. 3.1 - For the following exercises, use Equation 3.3 to...Ch. 3.1 - For the following exercises, use Equation 3.3 to...
Ch. 3.1 - For the following functions, use Equation 3.4 to...Ch. 3.1 - For the following functions, use Equation 3.4 to...Ch. 3.1 - For the following functions, use Equation 3.4 to...Ch. 3.1 - For the following functions, use Equation 3.4 to...Ch. 3.1 - For the following functions, use Equation 3.4 to...Ch. 3.1 - For the following functions, use Equation 3.4 to...Ch. 3.1 - For the following functions, use Equation 3.4 to...Ch. 3.1 - For the following functions, use Equation 3.4 to...Ch. 3.1 - For the following functions, use Equation 3.4 to...Ch. 3.1 - For the following functions, use Equation 3.4 to...Ch. 3.1 - For the following functions y=f(x) , find f(a)...Ch. 3.1 - For the following functions y=f(x) , find f(a)...Ch. 3.1 - For the following functions y=f(x) , find f(a)...Ch. 3.1 - For the following functions y=f(x) , find f(a)...Ch. 3.1 - For the following functions y=f(x) , find f(a)...Ch. 3.1 - For the following functions y=f(x) , find f(a)...Ch. 3.1 - For the following functions y=f(x) , find f(a)...Ch. 3.1 - For the following functions y=f(x) , find f(a)...Ch. 3.1 - For the following functions y=f(x) , find f(a)...Ch. 3.1 - For the following functions y=f(x) , find f(a)...Ch. 3.1 - For the following exercises, given the function...Ch. 3.1 - For the following exercises, given the function...Ch. 3.1 - For the following exercises, given the function...Ch. 3.1 - For the following exercises, given the function...Ch. 3.1 - [T] For the following position functions y=s(t),...Ch. 3.1 - [T] For the following position functions y=s(t),...Ch. 3.1 - [T] For the following position functions y=s(t),...Ch. 3.1 - [T] For the following position functions y=s(t),...Ch. 3.1 - [T] For the following position functions y=s(t),...Ch. 3.1 - [T] For the following position functions y=s(t),...Ch. 3.1 - For the following exercises, use the limit...Ch. 3.1 - For the following exercises, use the limit...Ch. 3.1 - For the following exercises, use the limit...Ch. 3.1 - For the following exercises, use the limit...Ch. 3.1 - [T] The position in feet of a lace car along a...Ch. 3.1 - [T] The distance in feet that a ball rolls down an...Ch. 3.1 - Two vehicles start out traveling side by side...Ch. 3.1 - [T] The total cost C(x), in hundreds of dollars,...Ch. 3.1 - [T] For the function f(x)=x32x211x+12 , do the...Ch. 3.1 - [T] For the function f(x)=x1+x2 , do the...Ch. 3.1 - Suppose that N(x) computes the number of gallons...Ch. 3.1 - [T] For the function f(x)=x45x2+4 , do the...Ch. 3.1 - [T] For the function f(x)=x2x2+1 , do the...Ch. 3.2 - For the following exercises, use the definition of...Ch. 3.2 - For the following exercises, use the definition of...Ch. 3.2 - For the following exercises, use the definition of...Ch. 3.2 - For the following exercises, use the definition of...Ch. 3.2 - For the following exercises, use the definition of...Ch. 3.2 - For the following exercises, use the definition of...Ch. 3.2 - For the following exercises, use the definition of...Ch. 3.2 - For the following exercises, use the definition of...Ch. 3.2 - For the following exercises, use the definition of...Ch. 3.2 - For the following exercises, use the definition of...Ch. 3.2 - For the following exercises, use the graph of...Ch. 3.2 - For the following exercises, use the graph of...Ch. 3.2 - For the following exercises, use the graph of...Ch. 3.2 - For the following exercises, use the graph of...Ch. 3.2 - For the following exercises, the given limit...Ch. 3.2 - For the following exercises, the given limit...Ch. 3.2 - For the following exercises, the given limit...Ch. 3.2 - For the following exercises, the given limit...Ch. 3.2 - For the following exercises, the given limit...Ch. 3.2 - For the following exercises, the given limit...Ch. 3.2 - For the following functions, sketch the graph and...Ch. 3.2 - For the following functions, sketch the graph and...Ch. 3.2 - For the following functions, sketch the graph and...Ch. 3.2 - For the following functions, sketch the graph and...Ch. 3.2 - For the following graphs, a. determine for which...Ch. 3.2 - For the following graphs, a. determine for which...Ch. 3.2 - Use the graph to evaluate a. f’(0.5), b. f’(0), c....Ch. 3.2 - For the following functions, use...Ch. 3.2 - For the following functions, use...Ch. 3.2 - For the following functions, use...Ch. 3.2 - For the following exercises, use a calculator to...Ch. 3.2 - For the following exercises, use a calculator to...Ch. 3.2 - For the following exercises, use a calculator to...Ch. 3.2 - For the following exercises, use a calculator to...Ch. 3.2 - For the following exercises, use a calculator to...Ch. 3.2 - For the following exercises, use a calculator to...Ch. 3.2 - For the following exercises, describe what the two...Ch. 3.2 - For the following exercises, describe what the two...Ch. 3.2 - For the following exercises, describe what the two...Ch. 3.2 - For the following exercises, describe what the two...Ch. 3.2 - For the following exercises, describe what the two...Ch. 3.2 - For the following exercises, describe what the two...Ch. 3.2 - Sketch the graph of a function y=f(x) with all of...Ch. 3.2 - Suppose temperature T in degrees Fahrenheit at a...Ch. 3.2 - Suppose the total profit of a company is y=P(x)...Ch. 3.2 - The graph in the following figure models die...Ch. 3.2 - For the following exercises, use the following...Ch. 3.2 - [T] Construct a table of values for h' (t) and...Ch. 3.2 - [T] The best linear fit to the data is given by...Ch. 3.2 - [T] The best quadratic fit to the data is given by...Ch. 3.2 - [T] The best cubic fir to the data is given by...Ch. 3.2 - Using the best linear, quadratic, and cubic fits...Ch. 3.3 - Figure 3.21 (a) one section of the racetrack can...Ch. 3.3 - Figure 3.21 (a) one section of the racetrack can...Ch. 3.3 - Figure 3.21 (a) one section of the racetrack can...Ch. 3.3 - Figure 3.21 (a) one section of the racetrack can...Ch. 3.3 - Figure 3.21 (a) one section of the racetrack can...Ch. 3.3 - Figure 3.21 (a) one section of the racetrack can...Ch. 3.3 - For the following exercises, find f(x) for each...Ch. 3.3 - For the following exercises, find f(x) for each...Ch. 3.3 - For the following exercises, find f(x) for each...Ch. 3.3 - For the following exercises, find f(x) for each...Ch. 3.3 - For the following exercises, find f(x) for each...Ch. 3.3 - For the following exercises, find f(x) for each...Ch. 3.3 - For the following exercises, find f(x) for each...Ch. 3.3 - For the following exercises, find f(x) for each...Ch. 3.3 - For the following exercises, find f(x) for each...Ch. 3.3 - For the following exercises, find f(x) for each...Ch. 3.3 - For the following exercises, find f(x) for each...Ch. 3.3 - For the following exercises, find f(x) for each...Ch. 3.3 - For the following exercises, find the equation of...Ch. 3.3 - For the following exercises, find the equation of...Ch. 3.3 - For the following exercises, find the equation of...Ch. 3.3 - For the following exercises, find the equation of...Ch. 3.3 - For the following exercises, find the equation of...Ch. 3.3 - For the following exercises, find the equation of...Ch. 3.3 - For the following exercises, find the equation of...Ch. 3.3 - For the following exercises, find the equation of...Ch. 3.3 - For the following exercises, assume that f(x) and...Ch. 3.3 - For the following exercises, assume that f(x) and...Ch. 3.3 - For the following exercises, assume that f(x) and...Ch. 3.3 - For the following exercises, assume that f(x) and...Ch. 3.3 - For the following exercises, use the following...Ch. 3.3 - For the following exercises, use the following...Ch. 3.3 - For the following exercises, use the following...Ch. 3.3 - For the following exercises, evaluate f(a), and...Ch. 3.3 - For the following exercises, evaluate f(a), and...Ch. 3.3 - For the following exercises, evaluate f(a), and...Ch. 3.3 - For the following exercises, a. evaluate f(a), and...Ch. 3.3 - For the following exercises, evaluate f(a), and...Ch. 3.3 - For the following exercises, evaluate f(a), and...Ch. 3.3 - For the following exercises, evaluate f(a), and...Ch. 3.3 - For the following exercises, evaluate f(a), and...Ch. 3.3 - For the following exercises, evaluate f(a), and...Ch. 3.3 - Determine all points on the graph of f(x)=x3+x2x1...Ch. 3.3 - Find a quadratic polynomial such that f(1)=5 ,...Ch. 3.3 - A car driving along a freeway with traffic has...Ch. 3.3 - [T] A herring swimming along a straight line has...Ch. 3.3 - The population in millions of arctic flounder in...Ch. 3.3 - [T] The concentration of antibiotic in the...Ch. 3.3 - A book publisher has a cost function given by...Ch. 3.3 - 149. [T] According to Newton’s law of universal...Ch. 3.4 - For the following exercises, the given functions...Ch. 3.4 - For the following exercises, the given functions...Ch. 3.4 - For the following exercises, the given functions...Ch. 3.4 - A rocket is fired vertically upward from the...Ch. 3.4 - A ball is thrown downward with a speed of 8 ft/s...Ch. 3.4 - The position function s(t)=t23t4 represents the...Ch. 3.4 - The position of a hummingbird flying along a...Ch. 3.4 - A potato is launched vertically upward with an...Ch. 3.4 - The position function s(t)=t38t gives the position...Ch. 3.4 - The following graph shows die position y=s(t) of...Ch. 3.4 - The cost function, in dollars, of a company that...Ch. 3.4 - The price p (in dollars) and the demand x for a...Ch. 3.4 - [T] A profit is earned when revenue exceeds cost....Ch. 3.4 - [T] In general, the profit function is the...Ch. 3.4 - A small town in Ohio commissioned an actuarial...Ch. 3.4 - [T] A culture of bacteria grows in number...Ch. 3.4 - The centripetal force of an object of mass m is...Ch. 3.4 - The following questions concern the population (in...Ch. 3.4 - The following questions concern the population (in...Ch. 3.4 - For the following exercises, consider an astronaut...Ch. 3.4 - For the following exercises, consider an astronaut...Ch. 3.4 - For the following exercises, consider an astronaut...Ch. 3.4 - For the following exercises, consider an astronaut...Ch. 3.4 - For the following exercises, consider an astronaut...Ch. 3.4 - [T] The populations of the snowshoe hare (in...Ch. 3.5 - For the following exercises, find dydx for the...Ch. 3.5 - For the following exercises, find dydx for the...Ch. 3.5 - For the following exercises, find dydx for the...Ch. 3.5 - For the following exercises, find dydx for the...Ch. 3.5 - For the following exercises, find dydx for the...Ch. 3.5 - For the following exercises, find dydx for the...Ch. 3.5 - For the following exercises, find dydx for the...Ch. 3.5 - For the following exercises, find dydx for the...Ch. 3.5 - For the following exercises, find dydx for the...Ch. 3.5 - For the following exercises, find dydx for the...Ch. 3.5 - For the following exercises, find the equation of...Ch. 3.5 - For the following exercises, find the equation of...Ch. 3.5 - For the following exercises, find the equation of...Ch. 3.5 - For the following exercises, find the equation of...Ch. 3.5 - For the following exercises, find the equation of...Ch. 3.5 - For the following exercises, find the equation of...Ch. 3.5 - For the following exercises, find d2ydx2 for the...Ch. 3.5 - For the following exercises, find d2ydx2 for the...Ch. 3.5 - For the following exercises, find d2ydx2 for the...Ch. 3.5 - For the following exercises, find d2ydx2 for the...Ch. 3.5 - For the following exercises, find d2ydx2 for the...Ch. 3.5 - For the following exercises, find d2ydx2 for the...Ch. 3.5 - Find all x values on the graph of f(x)=3sinxcosx...Ch. 3.5 - Find all x values on the graph of f(x)=x2cosx for...Ch. 3.5 - Let f(x)=cotx . Determine the points on the graph...Ch. 3.5 - [T] A mass on a spring bounces up and down in...Ch. 3.5 - Let the position of a swinging pendulum in simple...Ch. 3.5 - After a diver jumps off a diving board, the edge...Ch. 3.5 - The number of hamburgers sold at a fast-food...Ch. 3.5 - [T] The amount of rainfall per month in Phoenix,...Ch. 3.5 - For the following exercises, use the quotient rule...Ch. 3.5 - For the following exercises, use the quotient rule...Ch. 3.5 - For the following exercises, use the quotient rule...Ch. 3.5 - Use the definition of derivative and the identity...Ch. 3.5 - For the following exercises, find the requested...Ch. 3.5 - For the following exercises, find the requested...Ch. 3.5 - For the following exercises, find the requested...Ch. 3.5 - For the following exercises, find the requested...Ch. 3.5 - For the following exercises, find the requested...Ch. 3.6 - For the following exercises, given y=f(u) and...Ch. 3.6 - For the following exercises, given y=f(u) and...Ch. 3.6 - For the following exercises, given y=f(u) and...Ch. 3.6 - For the following exercises, given y=f(u) and...Ch. 3.6 - For the following exercises, given y=f(u) and...Ch. 3.6 - For the following exercises, given y=f(u) and...Ch. 3.6 - For each of the following exercises, decompose...Ch. 3.6 - For each of the following exercises, decompose...Ch. 3.6 - For each of the following exercises, decompose...Ch. 3.6 - For each of the following exercises, decompose...Ch. 3.6 - For each of the following exercises, decompose...Ch. 3.6 - For each of the following exercises, decompose...Ch. 3.6 - For each of the following exercises, decompose...Ch. 3.6 - For each of the following exercises, decompose...Ch. 3.6 - For the following exercises, find dydx for each...Ch. 3.6 - For the following exercises, find dydx for each...Ch. 3.6 - For the following exercises, find dydx for each...Ch. 3.6 - For the following exercises, find dydx for each...Ch. 3.6 - For the following exercises, find dydx for each...Ch. 3.6 - For the following exercises, find dydx for each...Ch. 3.6 - For the following exercises, find dydx for each...Ch. 3.6 - For the following exercises, find dydx for each...Ch. 3.6 - For the following exercises, find dydx for each...Ch. 3.6 - For the following exercises, find dydx for each...Ch. 3.6 - Let y=[f(x)]3 and suppose that f(1)=4 and dydx=10...Ch. 3.6 - Let y=(f(x)+5x2)4 and suppose that f(1)=4 and...Ch. 3.6 - Let y=(f(u)+3x)2 and u=x32x . If f(4)=6 and...Ch. 3.6 - [T] Find the equation of the tangent line of...Ch. 3.6 - [T] Fine the equation of the tangent line to...Ch. 3.6 - Find the x-coordinates at which the tangent line...Ch. 3.6 - [T] Find an equation of the line that is normal to...Ch. 3.6 - For the following exercises, use the information...Ch. 3.6 - For the following exercises, use the information...Ch. 3.6 - For the following exercises, use the information...Ch. 3.6 - For the following exercises, use the information...Ch. 3.6 - For the following exercises, use the information...Ch. 3.6 - For the following exercises, use the information...Ch. 3.6 - For the following exercises, use the information...Ch. 3.6 - For the following exercises, use the information...Ch. 3.6 - For the following exercises, use the information...Ch. 3.6 - For the following exercises, use the information...Ch. 3.6 - For the following exercises, use the information...Ch. 3.6 - For the following exercises, use the information...Ch. 3.6 - For the following exercises, use the information...Ch. 3.6 - For the following exercises, use the information...Ch. 3.6 - For the following exercises, use the information...Ch. 3.7 - For the following exercises, use the graph of...Ch. 3.7 - For the following exercises, use the graph of...Ch. 3.7 - For the following exercises, use the graph of...Ch. 3.7 - For the following exercises, use the graph of...Ch. 3.7 - For the following exercises, use the functions...Ch. 3.7 - For the following exercises, use the functions...Ch. 3.7 - For the following exercises, use the functions...Ch. 3.7 - For the following exercises, use the functions...Ch. 3.7 - For each of the following functions, find (f1)(a)...Ch. 3.7 - For each of the following functions, find (f1)(a)...Ch. 3.7 - For each of the following functions, find (f1)(a)...Ch. 3.7 - For each of the following functions, find (f1)(a)...Ch. 3.7 - For each of the following functions, find (f1)(a)...Ch. 3.7 - For each of the following functions, find (f1)(a)...Ch. 3.7 - For each of the given function y=f(x) . Find the...Ch. 3.7 - For each of the given function y=f(x) . Find the...Ch. 3.7 - For each of the given function y=f(x) . Find the...Ch. 3.7 - For each of the given function y=f(x) . Find the...Ch. 3.7 - For each of the given function y=f(x) . Find the...Ch. 3.7 - For each of the given function y=f(x) . Find the...Ch. 3.7 - For each of the given function y=f(x) . Find the...Ch. 3.7 - For each of the given function y=f(x) . Find the...Ch. 3.7 - For each of the given function y=f(x) . Find the...Ch. 3.7 - For each of the given function y=f(x) . Find the...Ch. 3.7 - For each of the given function y=f(x) . Find the...Ch. 3.7 - For each of the given function y=f(x) . Find the...Ch. 3.7 - For each of the given function y=f(x) . Find the...Ch. 3.7 - For each of the given function y=f(x) . Find the...Ch. 3.7 - For each of the given function y=f(x) . Find the...Ch. 3.7 - For the following exercises, use the given values...Ch. 3.7 - For the following exercises, use the given values...Ch. 3.7 - For the following exercises, use the given values...Ch. 3.7 - For the following exercises, use the given values...Ch. 3.7 - For the following exercises, use the given values...Ch. 3.7 - For the following exercises, use the given values...Ch. 3.7 - [T] The position of a moving hockey puck after t...Ch. 3.7 - [T] A building that is 225 feet tall casts a...Ch. 3.7 - [T] A pole stands 75 feet tall. An angle is...Ch. 3.7 - [T] A television camera at ground level is 2000...Ch. 3.7 - [T] A local movie theater with a 30-foot-high...Ch. 3.8 - For the following exercises, use implicit...Ch. 3.8 - For the following exercises, use implicit...Ch. 3.8 - For the following exercises, use implicit...Ch. 3.8 - For the following exercises, use implicit...Ch. 3.8 - For the following exercises, use implicit...Ch. 3.8 - For the following exercises, use implicit...Ch. 3.8 - For the following exercises, use implicit...Ch. 3.8 - For the following exercises, use implicit...Ch. 3.8 - For the following exercises, use implicit...Ch. 3.8 - For the following exercises, use implicit...Ch. 3.8 - For the following exercises, find the equation of...Ch. 3.8 - For the following exercises, find the equation of...Ch. 3.8 - For the following exercises, find the equation of...Ch. 3.8 - For the following exercises, find the equation of...Ch. 3.8 - For the following exercises, find the equation of...Ch. 3.8 - For the following exercises, find the equation of...Ch. 3.8 - [T] The graph of a folium of Descartes with...Ch. 3.8 - For the equation x2+2xy3y2=0 , Find the equation...Ch. 3.8 - Find all points on the graph of y327y=x290 at...Ch. 3.8 - For the equation x2+xy+y2=7 , Find the x...Ch. 3.8 - Find the equation of the tangent line to the graph...Ch. 3.8 - Find the equation of the tangent line to the graph...Ch. 3.8 - Find y and y for x2+6xy2y2=3 .Ch. 3.8 - T] The number of cell phones produced when...Ch. 3.8 - T] The number of cars produced when x dollars is...Ch. 3.8 - The volume of a right circular cone of radius xand...Ch. 3.8 - For the following exercises, consider a closed...Ch. 3.8 - For the following exercises, consider a closed...Ch. 3.8 - For the following exercises, use implicit...Ch. 3.8 - For the following exercises, use implicit...Ch. 3.8 - For the following exercises, use implicit...Ch. 3.9 - For the following exercises, find f(x) for each...Ch. 3.9 - For the following exercises, find f(x) for each...Ch. 3.9 - For the following exercises, find f(x) for each...Ch. 3.9 - For the following exercises, find f(x) for each...Ch. 3.9 - For the following exercises, find f(x) for each...Ch. 3.9 - For the following exercises, find f (x) for each...Ch. 3.9 - For the following exercises, find f(x) for each...Ch. 3.9 - For the following exercises, find f(x) for each...Ch. 3.9 - For the following exercises, find f(x) for each...Ch. 3.9 - For the following exercises, find f(x) for each...Ch. 3.9 - For the following exercises, find f(x) for each...Ch. 3.9 - For the following exercises, find f(x) for each...Ch. 3.9 - For the following exercises, find f(x) for each...Ch. 3.9 - For the following exercises, find f(x) for each...Ch. 3.9 - For the following exercises, find f(x) for each...Ch. 3.9 - For the following exercises, use logarithmic...Ch. 3.9 - For the following exercises, use logarithmic...Ch. 3.9 - For the following exercises, use logarithmic...Ch. 3.9 - For the following exercises, use logarithmic...Ch. 3.9 - For the following exercises, use logarithmic...Ch. 3.9 - For the following exercises, use logarithmic...Ch. 3.9 - For the following exercises, use logarithmic...Ch. 3.9 - For the following exercises, use logarithmic...Ch. 3.9 - [T] Find an equation of the tangent line to the...Ch. 3.9 - [T] Find the equation of the line that is normal...Ch. 3.9 - [T] Find the equation of the tangent line to the...Ch. 3.9 - Consider the function y=x1/x for x > 0. Determine...Ch. 3.9 - The formula I(t)=sintet is the formula for a...Ch. 3.9 - [T] The population of Toledo, Ohio, in 2000 was...Ch. 3.9 - [T] An isotope of the element erbium has a...Ch. 3.9 - [T] The number of cases of influenza in New York...Ch. 3.9 - [T] The relative rate of change of a...Ch. 3.9 - For the following exercises, use the population of...Ch. 3.9 - For the following exercises, use the population of...Ch. 3.9 - For the following exercises, use the population of...Ch. 3.9 - For the following exercises, use the population of...Ch. 3 - True or False? Justify the answer with a proof or...Ch. 3 - True or False? Justify the answer with a proof or...Ch. 3 - True or False? Justify the answer with a proof or...Ch. 3 - True or False? Justify the answer with a proof or...Ch. 3 - Use the Limit definition of the derivative to...Ch. 3 - Use the Limit definition of the derivative to...Ch. 3 - Find the derivatives of the following functions....Ch. 3 - Find the derivatives of the following functions....Ch. 3 - Find the derivatives of the following functions....Ch. 3 - Find the derivatives of the following functions....Ch. 3 - Find the derivatives of the following functions....Ch. 3 - Find the derivatives of the following functions....Ch. 3 - Find the derivatives of the following functions...Ch. 3 - Find the derivatives of the following functions....Ch. 3 - Find the following derivatives of various orders...Ch. 3 - Find the following derivatives of various orders...Ch. 3 - Find the following derivatives of various orders....Ch. 3 - Find the equation of the tangent line to the...Ch. 3 - Find the equation of the tangent line to the...Ch. 3 - Draw the derivative for the following graphs. 386.Ch. 3 - Draw the derivative for the following graphs. 387....Ch. 3 - Find and graph the derivative. What is the...Ch. 3 - Find w' (3). What is the physical meaning of this...Ch. 3 - Using the table, estimate the derivative of the...Ch. 3 - Estimate the derivative of the wind speed at hour...
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- To compare two elementary schools regarding teaching of reading skills, 12 sets of identical twins were used. In each case, one child was selected at random and sent to school A, and his or her twin was sent to school B. Near the end of fifth grade, an achievement test was given to each child. The results follow: Twin Pair 1 2 3 4 5 6 School A 169 157 115 99 119 113 School B 123 157 112 99 121 122 Twin Pair 7 8 9 10 11 12 School A 120 121 124 145 138 117 School B 153 90 124 140 142 102 Suppose a sign test for matched pairs with a 1% level of significance is used to test the hypothesis that the schools have the same effectiveness in teaching reading skills against the alternate hypothesis that the schools have different levels of effectiveness in teaching reading skills. Let p denote portion of positive signs when the scores of school B are subtracted from the corresponding scores of school…arrow_forwardA horse trainer teaches horses to jump by using two methods of instruction. Horses being taught by method A have a lead horse that accompanies each jump. Horses being taught by method B have no lead horse. The table shows the number of training sessions required before each horse performed the jumps properly. Method A 25 23 39 29 37 20 Method B 41 21 46 42 24 44 Method A 45 35 27 31 34 49 Method B 26 43 47 32 40 Use a rank-sum test with a5% level of significance to test the claim that there is no difference between the training sessions distributions. If the value of the sample test statistic R, the rank-sum, is 150, calculate the P-value. Round your answer to four decimal places.arrow_forwardA data processing company has a training program for new salespeople. After completing the training program, each trainee is ranked by his or her instructor. After a year of sales, the same class of trainees is again ranked by a company supervisor according to net value of the contracts they have acquired for the company. The results for a random sample of 11 salespeople trained in the last year follow, where x is rank in training class and y is rank in sales after 1 year. Lower ranks mean higher standing in class and higher net sales. Person 1 2 3 4 5 6 x rank 8 11 2 4 5 3 y rank 7 10 1 3 2 4 Person 7 8 9 10 11 x rank 7 9 10 1 6 y rank 8 11 9 6 5 Using a 1% level of significance, test the claim that the relation between x and y is monotone (either increasing or decreasing). Verify that the Spearman rank correlation coefficient . This implies that the P-value lies between 0.002 and 0.01. State…arrow_forward
- Sand and clay studies were conducted at a site in California. Twelve consecutive depths, each about 15 cm deep, were studied and the following percentages of sand in the soil were recorded. 34.4 27.1 30.8 28.0 32.2 27.6 32.8 25.2 31.4 33.5 24.7 28.4 Converting this sequence of numbers to a sequence of symbols A and B, where A indicates a value above the median and B denotes a value below the median gives ABABABABAABB. Test the sequence for randomness about the median with a 5% level of significance. Verify that the number of runs is 10. What is the upper critical value c2? arrow_forwardSand and clay studies were conducted at a site in California. Twelve consecutive depths, each about 15 cm deep, were studied and the following percentages of sand in the soil were recorded. 34.4 27.1 30.8 28.0 32.2 27.6 32.8 25.2 31.4 33.5 24.7 28.4 Converting this sequence of numbers to a sequence of symbols A and B, where A indicates a value above the median and B denotes a value below the median gives ABABABABAABB. Test the sequence for randomness about the median with a 5% level of significance. Verify that the number of runs is 10. What is the upper critical value c2?arrow_forward29% of all college students major in STEM (Science, Technology, Engineering, and Math). If 46 college students are randomly selected, find the probability thata. Exactly 11 of them major in STEM. b. At most 12 of them major in STEM. c. At least 11 of them major in STEM. d. Between 11 and 15 (including 11 and 15) of them major in STEM.arrow_forward
- Sand and clay studies were conducted at a site in California. Twelve consecutive depths, each about 15 cm deep, were studied and the following percentages of sand in the soil were recorded. 27.3 34.6 30.6 27.8 33.4 31.5 27.3 31.2 32.0 24.7 24.4 28.2 Test this sequence for randomness about the median. Converting this sequence of numbers to a sequence of symbols A and B, where A indicates a value above the median and B denotes a value below the median gives BAABAABAABBB. Verify that the number of runs is 7, the lower critical number is 3, and the upper critical number is 11. Use a 5% level of significance. State the conclusion of the test and interpret your results.arrow_forward29% of all college students major in STEM (Science, Technology, Engineering, and Math). If 46 college students are randomly selected, find the probability thata. Exactly 11 of them major in STEM. b. At most 12 of them major in STEM. c. At least 11 of them major in STEM. d. Between 11 and 15 (including 11 and 15) of them major in STEM.arrow_forward4. Assume that a risk-free money market account is added to the market described in Q3. The continuously compounded rate of return on the money market account is log (1.1). (i) For each given μ, use Lagrange multipliers to determine the proportions (as a function of μ) of wealth invested in the three assets available for the minimum variance portfolio with expected return μ. (ii) Determine the market portfolio in this market and calculate its Sharp ratio.arrow_forward
- 3. A market consists of two risky assets with rates of return R₁ and R2 and no risk-free asset. From market data the following have been estimated: ER₁ = 0.25, ER2 = 0.05, Var R₁ = 0.01, Var R2 = 0.04 and the correlation between R1 and R2 is p = -0.75. (i) Given that an investor is targeting a total expected return of μ = 0.2. What portfolio weights should they choose to meet this goal with minimum portfolio variance? Correct all your calculations up to 4 decimal points. (ii) Determine the global minimum-variance portfolio and the expected return and variance of return of this portfolio (4 d.p.). (iii) Sketch the minimum-variance frontier in the μ-σ² plane and indicate the efficient frontier. (iv) Without further calculation, explain how the minimum variance of the investor's portfolio return will change if the two risky assets were independent.arrow_forward2. A landlord is about to write a rental contract for a tenant which lasts T months. The landlord first decides the length T > 0 (need not be an integer) of the contract, the tenant then signs it and pays an initial handling fee of £100 before moving in. The landlord collects the total amount of rent erT at the end of the contract at a continuously compounded rate r> 0, but the contract stipulates that the tenant may leave before T, in which case the landlord only collects the total rent up until the tenant's departure time 7. Assume that 7 is exponentially distributed with rate > 0, λ‡r. (i) Calculate the expected total payment EW the landlord will receive in terms of T. (ii) Assume that the landlord has logarithmic utility U(w) = log(w - 100) and decides that the rental rate r should depend on the contract length T by r(T) = λ √T 1 For each given λ, what T (as a function of X) should the landlord choose so as to maximise their expected utility? Justify your answer. Hint. It might be…arrow_forwardPlease solving problem2 Problem1 We consider a two-period binomial model with the following properties: each period lastsone (1) year and the current stock price is S0 = 4. On each period, the stock price doubleswhen it moves up and is reduced by half when it moves down. The annual interest rateon the money market is 25%. (This model is the same as in Prob. 1 of HW#2).We consider four options on this market: A European call option with maturity T = 2 years and strike price K = 5; A European put option with maturity T = 2 years and strike price K = 5; An American call option with maturity T = 2 years and strike price K = 5; An American put option with maturity T = 2 years and strike price K = 5.(a) Find the price at time 0 of both European options.(b) Find the price at time 0 of both American options. Compare your results with (a)and comment.(c) For each of the American options, describe the optimal exercising strategy.arrow_forward
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