Calculus Volume 1
17th Edition
ISBN: 9781938168024
Author: Strang, Gilbert
Publisher: OpenStax College
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Textbook Question
Chapter 3.3, Problem 118E
For the following exercises, find the equation of the tangent line T(x) to the graph of the given function at the indicated point. Use a graphing calculator to graph the function and the tangent line.
118. [T]
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Chapter 3 Solutions
Calculus Volume 1
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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- Given sets X and Y with X ∈ Y, is it always true that P (X) ∈ P (Y) (power sets)? If not, what is a counterexample?arrow_forwardA random variable X takes values 0 and 1 with probabilities q and p, respectively, with q+p=1. find the moment generating function of X and show that all the moments about the origin equal p. (Note- Please include as much detailed solution/steps in the solution to understand, Thank you!)arrow_forward1 (Expected Shortfall) Suppose the price of an asset Pt follows a normal random walk, i.e., Pt = Po+r₁ + ... + rt with r₁, r2,... being IID N(μ, o²). Po+r1+. ⚫ Suppose the VaR of rt is VaRq(rt) at level q, find the VaR of the price in T days, i.e., VaRq(Pt – Pt–T). - • If ESq(rt) = A, find ES₁(Pt – Pt–T).arrow_forward
- 2 (Normal Distribution) Let rt be a log return. Suppose that r₁, 2, ... are IID N(0.06, 0.47). What is the distribution of rt (4) = rt + rt-1 + rt-2 + rt-3? What is P(rt (4) < 2)? What is the covariance between r2(2) = 1 + 12 and 13(2) = r² + 13? • What is the conditional distribution of r₁(3) = rt + rt-1 + rt-2 given rt-2 = 0.6?arrow_forward3 (Sharpe-ratio) Suppose that X1, X2,..., is a lognormal geometric random walk with parameters (μ, o²). Specifically, suppose that X = Xo exp(rı + ...Tk), where Xo is a fixed constant and r1, T2, ... are IID N(μ, o²). Find the Sharpe-ratios of rk and log(Xk) — log(Xo) respectively, assuming the risk free return is 0.arrow_forwardi need help with question 2arrow_forward
- 亚 ח Variables Name avgdr employ educ exerany Label AVG ALCOHOLIC DRINKS PER DAY IN PAST 30 EMPLOYMENT STATUS EDUCATION LEVEL EXERCISE IN PAST 30 DAYSarrow_forwardNumerical anaarrow_forwardVariables Name wage hours IQ KWW educ exper tenure age married black south urban sibs brthord meduc feduc Label monthly earnings average weekly hours IQ score knowledge of world work score years of education years of work experience years with current employer age in years =1 if married =1 if black =1 if live in south =1 if live in SMSA number of siblings birth order mother's education father's educationarrow_forward
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