CALCULUS,VOLUME 1 (OER)
16th Edition
ISBN: 2810019900790
Author: OpenStax
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Chapter 3.5, Problem 180E
For the following exercises, find
180.
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Problem: The probability density function of a random variable is given by the exponential
distribution
Find the probability that
f(x) = {0.55e−0.55x 0 < x, O elsewhere}
a. the time to observe a particle is more than 200 microseconds.
b. the time to observe a particle is less than 10 microseconds.
The OU process studied in the previous problem is a common model for interest rates.
Another common model is the CIR model, which solves the SDE:
dX₁ = (a = X₁) dt + σ √X+dWt,
-
under the condition Xoxo. We cannot solve this SDE explicitly.
=
(a) Use the Brownian trajectory simulated in part (a) of Problem 1, and the Euler
scheme to simulate a trajectory of the CIR process. On a graph, represent both the
trajectory of the OU process and the trajectory of the CIR process for the same
Brownian path.
(b) Repeat the simulation of the CIR process above M times (M large), for a large
value of T, and use the result to estimate the long-term expectation and variance
of the CIR process. How do they compare to the ones of the OU process?
Numerical application: T = 10, N = 500, a = 0.04, x0 = 0.05, σ = 0.01, M = 1000.
1
(c) If you use larger values than above for the parameters, such as the ones in Problem
1, you may encounter errors when implementing the Euler scheme for CIR. Explain
why.
Refer to page 1 for a problem involving proving the distributive property of matrix
multiplication.
Instructions: Provide a detailed proof using matrix definitions and element-wise operations.
Show all calculations clearly.
Link [https://drive.google.com/file/d/1wKSrun-GlxirS3IZ9qoHazb9tC440AZF/view?usp=sharing]
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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- 3. Let {X} be an autoregressive process of order one, usually written as AR(1). (a) Write down an equation defining X₁ in terms of an autoregression coefficient a and a white noise process {} with variance σ². Explain what the phrase "{} is a white noise process with variance o?" means. (b) Derive expressions for the variance 70 and the autocorrelation function Pk, k 0,1,. of the {X} in terms of o2 and a. Use these expressions to suggest an estimate of a in terms of the sample autocor- relations {k}. (c) Suppose that only every second value of X is observed, resulting in a time series Y X2, t = 1, 2,.... Show that {Y} forms an AR(1) process. Find its autoregression coefficient, say d', and the variance of the underlying white noise process, in terms of a and o². (d) Given a time series data set X1, ..., X256 with sample mean = 9.23 and sample autocorrelations ₁ = -0.6, 2 = 0.36, 3 = -0.22, p = 0.13, 5 = -0.08, estimate the autoregression coefficients a and a' of {X} and {Y}.arrow_forward#8 (a) Find the equation of the tangent line to y = √x+3 at x=6 (b) Find the differential dy at y = √x +3 and evaluate it for x=6 and dx = 0.3arrow_forwardRefer to page 96 for a problem involving the heat equation. Solve the PDE using the method of separation of variables. Derive the solution step-by-step, including the boundary conditions. Instructions: Stick to solving the heat equation. Show all intermediate steps, including separation of variables, solving for eigenvalues, and constructing the solution. Irrelevant explanations are not allowed. Link: [https://drive.google.com/file/d/1wKSrun-GlxirS31Z9qoHazb9tC440AZF/view?usp=sharing]arrow_forward
- Q.2 Q.4 Determine ffx dA where R is upper half of the circle shown below. x²+y2=1 (1,0)arrow_forwardRefer to page 83 for a vector field problem requiring verification of conservative nature and finding a scalar potential function. Instructions: Focus strictly on verifying conditions for conservativeness and solving for the potential function. Show all work step-by-step. Link: [https://drive.google.com/file/d/1wKSrun-GlxirS31Z9qoHazb9tC440AZF/view?usp=sharing]arrow_forward1000 1500 2000 Quarterly sales of videos in the Leeds "Disney" store are shown in figure 1. Below is the code and output for an analysis of these data in R, with the sales data stored in the time series object X. Explain what is being done at points (i)-(iv) in the R code. Explain what is the difference between (v) and (vi) in the R code. Explain, giving reasons, which of (v) and (vi) is preferable. Write out the model with estimated parameters in full. (The relevant points in the R code are denoted #2#2#3#23 (i) #### etc.) Given that the sales for the four quarters of 2018 were 721, 935, 649, and 1071, use model-based forecasting to predict sales for the first quarter of 2019. (A point forecast is sufficient; you do not need to calculate a prediction interval.) Suggest one change to the fitted model which would improve the analysis. (You can assume that the choice of stochastic process at (v) in the R code is the correct one for these data.) 2010 2012 2014 Time 2016 Figure 1:…arrow_forward
- 2. Let {X} be a moving average process of order q (usually written as MA(q)) defined on tЄ Z as where {et} is a white noise process with variance 1. (1) (a) Show that for any MA(1) process with B₁ 1 there exists another MA(1) pro- cess with the same autocorrelation function, and find the lag 1 moving average coefficient (say) of this process. (b) For an MA(2) process, equation (1) becomes X=&t+B₁et-1+ B2ɛt-2- (2) i. Define the backshift operator B, and write equation (2) in terms of a polyno- mial function B(B), giving a clear definition of this function. ii. Hence show that equation (2) can be written as an infinite order autoregressive process under certain conditions on B(B), clearly stating these conditions.arrow_forwardexplain the importance of the Hypothesis test in a business setting, and give an example of a situation where it is helpful in business decision making.arrow_forwardRefer to page 92 for a problem involving solving coupled first-order ODEs using Laplace transforms. Instructions: Solve step-by-step using Laplace transforms. Show detailed algebraic manipulations and inversions. Link: [https://drive.google.com/file/d/1wKSrun-GlxirS31Z9qoHazb9tC440 AZF/view?usp=sharing] Refer to page 86 for a problem involving solving Legendre's differential equation. Instructions: Solve using power series or standard solutions. Clearly justify every step and avoid unnecessary explanations. Link: [https://drive.google.com/file/d/1wKSrun-GlxirS3IZ9qoHazb9tC440AZF/view?usp=sharing]arrow_forward
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