EBK CALCULUS FOR THE LIFE SCIENCES
2nd Edition
ISBN: 9780321964458
Author: Lial
Publisher: PEARSON EDUCATION (COLLEGE)
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Chapter 3.1, Problem 40E
To determine
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1. Determine whether the following sets are subspaces of $\mathbb{R}^3$ under the operations of addition and scalar multiplication defined on $\mathbb{R}^3$. Justify your answers.(a) $W_1=\left\{\left(a_1, a_2, a_3\right) \in \mathbb{R}^3: a_1=3 a_2\right.$ and $\left.a_3=\mid a_2\right\}$(b) $W_2=\left\{\left(a_1, a_2, a_3\right) \in \mathbb{R}^3: a_1=a_3+2\right\}$(c) $W_3=\left\{\left(a_1, a_2, a_3\right) \in \mathbb{R}^3: 2 a_1-7 a_2+a_3=0\right\}$(d) $W_4=\left\{\left(a_1, a_2, a_3\right) \in \mathbb{R}^3: a_1-4 a_2-a_3=0\right\}$(e) $W_s=\left\{\left(a_1, a_2, a_3\right) \in \mathbb{R}^3: a_1+2 a_2-3 a_3=1\right\}$(f) $W_6=\left\{\left(a_1, a_2, a_3\right) \in \mathbb{R}^3: 5 a_1^2-3 a_2^2+6 a_3^2=0\right\}$
3
Evaluate the double integral 10
y√x dy dx. First sketch the area of the integral involved, then
carry out the integral in both ways, first over x and next over y, and vice versa.
Question 2.
i. Suppose that the random variable X takes two possible values 1 and -1, and P(X = 1) =
P(X-1)=1/2. Let Y=-X. Are X and Y the same random variable? Do X and Y
have the same distribution? Explain your answer.
ii. Suppose that the random variable X~N(0, 1), let Y=-X. Are X and Y the same random
variable? Do X and Y have the same distribution? Explain your answer.
Chapter 3 Solutions
EBK CALCULUS FOR THE LIFE SCIENCES
Ch. 3.1 - Find limx1(x2+2).Ch. 3.1 - Find limx2x24x2.Ch. 3.1 - Find limx3f(x) if f(x)={2x1ifx31ifx=3.Ch. 3.1 - Prob. 4YTCh. 3.1 - Prob. 5YTCh. 3.1 - Prob. 6YTCh. 3.1 - Prob. 7YTCh. 3.1 - Prob. 8YTCh. 3.1 - In Excercises 1-4, choose the best answer for each...Ch. 3.1 - Prob. 2E
Ch. 3.1 - In Excercises 1-4, choose the best answer for each...Ch. 3.1 - Prob. 4ECh. 3.1 - Prob. 5ECh. 3.1 - Prob. 6ECh. 3.1 - Decide whether each limit exists. If a limit...Ch. 3.1 - Prob. 8ECh. 3.1 - Prob. 9ECh. 3.1 - In Exercise 9 and 10, use the graph to find i...Ch. 3.1 - Decide whether each limit exists. If a limit...Ch. 3.1 - Decide whether each limit exists. If a limit...Ch. 3.1 - Prob. 13ECh. 3.1 - Prob. 14ECh. 3.1 - Prob. 15ECh. 3.1 - Prob. 16ECh. 3.1 - Prob. 17ECh. 3.1 - Prob. 18ECh. 3.1 - Prob. 19ECh. 3.1 - Complete the tables and use the results to find...Ch. 3.1 - Prob. 21ECh. 3.1 - Prob. 22ECh. 3.1 - Prob. 23ECh. 3.1 - Let limx4f(x)=9and limx4g(x)=27. Use the limit...Ch. 3.1 - Let limx4f(x)=9and limx4g(x)=27. Use the limit...Ch. 3.1 - Prob. 26ECh. 3.1 - Let limx4f(x)=9and limx4g(x)=27. Use the limit...Ch. 3.1 - Let limx4f(x)=9and limx4g(x)=27. Use the limit...Ch. 3.1 - Prob. 29ECh. 3.1 - Prob. 30ECh. 3.1 - Prob. 31ECh. 3.1 - Prob. 32ECh. 3.1 - Prob. 33ECh. 3.1 - Prob. 34ECh. 3.1 - Prob. 35ECh. 3.1 - Prob. 36ECh. 3.1 - Prob. 37ECh. 3.1 - Use the properties of limits to help decide...Ch. 3.1 - Prob. 39ECh. 3.1 - Prob. 40ECh. 3.1 - Use the properties of limits to help decide...Ch. 3.1 - Prob. 42ECh. 3.1 - Prob. 43ECh. 3.1 - Prob. 44ECh. 3.1 - Use the properties of limits to help decide...Ch. 3.1 - Prob. 46ECh. 3.1 - Prob. 47ECh. 3.1 - Use the properties of limits to help decide...Ch. 3.1 - Prob. 49ECh. 3.1 - Use the properties of limits to help decide...Ch. 3.1 - Prob. 51ECh. 3.1 - Use the properties of limits to help decide...Ch. 3.1 - Prob. 53ECh. 3.1 - Use the properties of limits to help decide...Ch. 3.1 - Prob. 55ECh. 3.1 - Prob. 56ECh. 3.1 - Prob. 57ECh. 3.1 - Prob. 58ECh. 3.1 - Prob. 59ECh. 3.1 - Prob. 60ECh. 3.1 - Prob. 61ECh. 3.1 - Prob. 62ECh. 3.1 - Prob. 63ECh. 3.1 - Prob. 64ECh. 3.1 - Prob. 65ECh. 3.1 - Prob. 66ECh. 3.1 - Prob. 67ECh. 3.1 - Let G(x)=6(x4)2. a. Find limx4G(x). b. Find the...Ch. 3.1 - Prob. 69ECh. 3.1 - Prob. 70ECh. 3.1 - Prob. 71ECh. 3.1 - Use a graphing calculator to answer the following...Ch. 3.1 - Prob. 73ECh. 3.1 - Prob. 74ECh. 3.1 - Explain in your own words why the rules for limits...Ch. 3.1 - Prob. 76ECh. 3.1 - Prob. 77ECh. 3.1 - Prob. 78ECh. 3.1 - Prob. 79ECh. 3.1 - Prob. 80ECh. 3.1 - Prob. 81ECh. 3.1 - Prob. 82ECh. 3.1 - Prob. 83ECh. 3.1 - Prob. 84ECh. 3.1 - Prob. 85ECh. 3.1 - Prob. 86ECh. 3.1 - Prob. 87ECh. 3.1 - Prob. 88ECh. 3.1 - Prob. 89ECh. 3.1 - Prob. 90ECh. 3.1 - Prob. 91ECh. 3.1 - Drug Concentration The Concentration of a drug in...Ch. 3.1 - Alligator Teeth Researchers have developed a...Ch. 3.1 - Prob. 94ECh. 3.1 - 95. Cell Surface Receptors In an article on the...Ch. 3.1 - Nervous system In a model of the nervous system,...Ch. 3.1 - Prob. 97ECh. 3.1 - Employee Productivity A company training program...Ch. 3.2 - Find all values of x where the function f(x)=5x+3...Ch. 3.2 - Prob. 2YTCh. 3.2 - In Exercises 1-6, find all values x=a where the...Ch. 3.2 - In Exercises 1-6, find all values x=a where the...Ch. 3.2 - Prob. 3ECh. 3.2 - In Exercises 1-6, find all values x=a where the...Ch. 3.2 - In Exercises 1-6, find all values x=a where the...Ch. 3.2 - Prob. 6ECh. 3.2 - Prob. 7ECh. 3.2 - Prob. 8ECh. 3.2 - Prob. 9ECh. 3.2 - Prob. 10ECh. 3.2 - Prob. 11ECh. 3.2 - Prob. 12ECh. 3.2 - Prob. 13ECh. 3.2 - Prob. 14ECh. 3.2 - Prob. 15ECh. 3.2 - Prob. 16ECh. 3.2 - Find all values of x where the function is...Ch. 3.2 - Prob. 18ECh. 3.2 - Prob. 19ECh. 3.2 - Prob. 20ECh. 3.2 - Prob. 21ECh. 3.2 - In Exercises 21-26, a graph the given function, b...Ch. 3.2 - Prob. 23ECh. 3.2 - In Exercises 21-26, a graph the given function, b...Ch. 3.2 - Prob. 25ECh. 3.2 - Prob. 26ECh. 3.2 - In Exercises 27-30, find the value of the constant...Ch. 3.2 - In Exercises 27-30, find the value of the constant...Ch. 3.2 - In Exercises 27-30, find the value of the constant...Ch. 3.2 - In Exercises 27-30, find the value of the constant...Ch. 3.2 - Prob. 31ECh. 3.2 - Prob. 32ECh. 3.2 - Prob. 33ECh. 3.2 - Prob. 34ECh. 3.2 - Prob. 35ECh. 3.2 - Prob. 36ECh. 3.2 - Prob. 37ECh. 3.2 - Prob. 38ECh. 3.2 - Prob. 39ECh. 3.2 - Prob. 40ECh. 3.2 - Poultry Farming Researchers at Iowa State...Ch. 3.2 - Prob. 42ECh. 3.2 - Production The graph shows the profit from the...Ch. 3.2 - Cost Analysis The cost of ambulance transport...Ch. 3.2 - Prob. 45ECh. 3.2 - Prob. 46ECh. 3.3 - YOUR TURN Find the average rate of change in the...Ch. 3.3 - Prob. 2YTCh. 3.3 - Prob. 3YTCh. 3.3 - Prob. 4YTCh. 3.3 - Prob. 1ECh. 3.3 - Prob. 2ECh. 3.3 - Prob. 3ECh. 3.3 - Prob. 4ECh. 3.3 - Find the average rate of change for each function...Ch. 3.3 - Find the average rate of change for each function...Ch. 3.3 - Find the average rate of change for each function...Ch. 3.3 - Prob. 8ECh. 3.3 - Prob. 9ECh. 3.3 - Prob. 10ECh. 3.3 - Prob. 11ECh. 3.3 - Prob. 12ECh. 3.3 - Suppose the position function of an object moving...Ch. 3.3 - Suppose the position function of an object moving...Ch. 3.3 - Prob. 15ECh. 3.3 - Prob. 16ECh. 3.3 - Prob. 17ECh. 3.3 - Prob. 18ECh. 3.3 - Find the instantaneous rate of change for each...Ch. 3.3 - Find the instantaneous rate of change for each...Ch. 3.3 - Prob. 21ECh. 3.3 - Prob. 22ECh. 3.3 - Use the formula for instantaneous rate of change,...Ch. 3.3 - Use the formula for instantaneous rate of change,...Ch. 3.3 - Prob. 25ECh. 3.3 - Prob. 26ECh. 3.3 - Prob. 27ECh. 3.3 - Use the formula for instantaneous rate of change,...Ch. 3.3 - Explain the difference between the average rate of...Ch. 3.3 - If the instantaneous rate of change of f(x) with...Ch. 3.3 - Flu Epidemic Epidemiologists in College Station,...Ch. 3.3 - Prob. 32ECh. 3.3 - Bacterial Population The graph shows the...Ch. 3.3 - Thermic Effect of Food The metabolic rate of a...Ch. 3.3 - Molars The crown length as shown below of first...Ch. 3.3 - Mass of Bighorn Yearlings The body mass of...Ch. 3.3 - Minority Population The U.S. population is...Ch. 3.3 - Minority Population The U.S. Census population...Ch. 3.3 - Drug Use The chart on the next page shows how the...Ch. 3.3 - Prob. 40ECh. 3.3 - Prob. 41ECh. 3.3 - Immigration The following graph shows...Ch. 3.3 - Temperature The graph shows the temperature T in...Ch. 3.3 - Velocity A car is moving along a straight test...Ch. 3.3 - Prob. 45ECh. 3.3 - Prob. 46ECh. 3.3 - Prob. 47ECh. 3.3 - Prob. 48ECh. 3.4 - YOUR TURN For the graph of f(x)=x2x, a find the...Ch. 3.4 - Prob. 2YTCh. 3.4 - Prob. 3YTCh. 3.4 - Prob. 4YTCh. 3.4 - YOUR TURN Let f(x)=2x. Find f(x).Ch. 3.4 - Prob. 6YTCh. 3.4 - By considering, but not calculating, the slope of...Ch. 3.4 - Prob. 2ECh. 3.4 - Prob. 3ECh. 3.4 - Prob. 4ECh. 3.4 - Prob. 5ECh. 3.4 - Prob. 6ECh. 3.4 - Estimate the slope of the tangent line to each...Ch. 3.4 - Estimate the slope of the tangent line to each...Ch. 3.4 - Estimate the slope of the tangent line to each...Ch. 3.4 - Estimate the slope of the tangent line to each...Ch. 3.4 - Prob. 11ECh. 3.4 - Using the definition of the derivative, find f(x)....Ch. 3.4 - Using the definition of the derivative, find f(x)....Ch. 3.4 - Using the definition of the derivative, find f(x)....Ch. 3.4 - Using the definition of the derivative, find f(x)....Ch. 3.4 - Using the definition of the derivative, find f(x)....Ch. 3.4 - Using the definition of the derivative, find f(x)....Ch. 3.4 - Using the definition of the derivative, find f(x)....Ch. 3.4 - Prob. 19ECh. 3.4 - Prob. 20ECh. 3.4 - For each function, find a the equation of the...Ch. 3.4 - Prob. 22ECh. 3.4 - For each function, find a the equation of the...Ch. 3.4 - Prob. 24ECh. 3.4 - Prob. 25ECh. 3.4 - Prob. 26ECh. 3.4 - Prob. 27ECh. 3.4 - Prob. 28ECh. 3.4 - Prob. 29ECh. 3.4 - Prob. 30ECh. 3.4 - Prob. 31ECh. 3.4 - Prob. 32ECh. 3.4 - Prob. 33ECh. 3.4 - Prob. 34ECh. 3.4 - Prob. 35ECh. 3.4 - Prob. 36ECh. 3.4 - Prob. 37ECh. 3.4 - Find the x- values where the following do not have...Ch. 3.4 - Prob. 39ECh. 3.4 - Prob. 40ECh. 3.4 - Prob. 41ECh. 3.4 - Prob. 42ECh. 3.4 - In Exercises 4245, find the derivative of the...Ch. 3.4 - Prob. 44ECh. 3.4 - Prob. 45ECh. 3.4 - Prob. 46ECh. 3.4 - Prob. 47ECh. 3.4 - Prob. 48ECh. 3.4 - Prob. 49ECh. 3.4 - Prob. 50ECh. 3.4 - Prob. 51ECh. 3.4 - Prob. 52ECh. 3.4 - Prob. 53ECh. 3.4 - Prob. 54ECh. 3.4 - Temperature The graph shows the temperature in...Ch. 3.4 - Oven Temperature The graph shows the temperature...Ch. 3.4 - Prob. 57ECh. 3.4 - Prob. 58ECh. 3.4 - Social Security Assets The table gives actual and...Ch. 3.5 - Prob. 1YTCh. 3.5 - Prob. 2YTCh. 3.5 - Prob. 1ECh. 3.5 - Prob. 2ECh. 3.5 - Prob. 3ECh. 3.5 - Prob. 4ECh. 3.5 - Prob. 5ECh. 3.5 - Each graphing calculator window shows the graph of...Ch. 3.5 - Sketch the graph of the derivative for each...Ch. 3.5 - Sketch the graph of the derivative for each...Ch. 3.5 - Sketch the graph of the derivative for each...Ch. 3.5 - Sketch the graph of the derivative for each...Ch. 3.5 - Sketch the graph of the derivative for each...Ch. 3.5 - Sketch the graph of the derivative for each...Ch. 3.5 - Prob. 13ECh. 3.5 - Prob. 14ECh. 3.5 - Prob. 15ECh. 3.5 - Prob. 16ECh. 3.5 - Prob. 17ECh. 3.5 - 18. Flight Speed The graph shows the relationship...Ch. 3.5 - Human Growth The growth remaining in sitting...Ch. 3.5 - Prob. 20ECh. 3.5 - Prob. 21ECh. 3.5 - Body Mass Index The following graph shows how the...Ch. 3.5 - Prob. 23ECh. 3.5 - Consumer Demand When the price of an essential...Ch. 3.5 - Prob. 25ECh. 3.CR - Prob. 1CRCh. 3.CR - Prob. 2CRCh. 3.CR - Prob. 3CRCh. 3.CR - Prob. 4CRCh. 3.CR - Prob. 5CRCh. 3.CR - Prob. 6CRCh. 3.CR - Prob. 7CRCh. 3.CR - Prob. 8CRCh. 3.CR - Prob. 9CRCh. 3.CR - Prob. 10CRCh. 3.CR - Prob. 11CRCh. 3.CR - Determine whether each of the following statements...Ch. 3.CR - Prob. 13CRCh. 3.CR - Prob. 14CRCh. 3.CR - Prob. 15CRCh. 3.CR - Prob. 16CRCh. 3.CR - Prob. 17CRCh. 3.CR - Prob. 18CRCh. 3.CR - Prob. 19CRCh. 3.CR - Prob. 20CRCh. 3.CR - Prob. 21CRCh. 3.CR - Prob. 22CRCh. 3.CR - Prob. 23CRCh. 3.CR - Prob. 24CRCh. 3.CR - Prob. 25CRCh. 3.CR - Prob. 26CRCh. 3.CR - Prob. 27CRCh. 3.CR - Prob. 28CRCh. 3.CR - Prob. 29CRCh. 3.CR - Prob. 30CRCh. 3.CR - Prob. 31CRCh. 3.CR - Prob. 32CRCh. 3.CR - Prob. 33CRCh. 3.CR - Prob. 34CRCh. 3.CR - Prob. 35CRCh. 3.CR - Prob. 36CRCh. 3.CR - Prob. 37CRCh. 3.CR - Prob. 38CRCh. 3.CR - Find all values x=a where the function is...Ch. 3.CR - Prob. 40CRCh. 3.CR - Prob. 41CRCh. 3.CR - Prob. 42CRCh. 3.CR - Prob. 43CRCh. 3.CR - Prob. 44CRCh. 3.CR - Prob. 45CRCh. 3.CR - Prob. 46CRCh. 3.CR - Prob. 47CRCh. 3.CR - Prob. 48CRCh. 3.CR - Find each limit a by investigating values of the...Ch. 3.CR - Find each limit a by investigating values of the...Ch. 3.CR - Prob. 51CRCh. 3.CR - Prob. 52CRCh. 3.CR - Prob. 53CRCh. 3.CR - Find the average rate of change for the following...Ch. 3.CR - Prob. 55CRCh. 3.CR - Prob. 56CRCh. 3.CR - Prob. 57CRCh. 3.CR - Prob. 58CRCh. 3.CR - Prob. 59CRCh. 3.CR - Prob. 60CRCh. 3.CR - Prob. 61CRCh. 3.CR - Prob. 62CRCh. 3.CR - Prob. 63CRCh. 3.CR - Prob. 64CRCh. 3.CR - Prob. 65CRCh. 3.CR - 66. The table shows the recommended dosage of...Ch. 3.CR - Prob. 67CRCh. 3.CR - Prob. 68CRCh. 3.CR - Whales Diving The figure on the next page, already...Ch. 3.CR - Body Mass Index The following graph shows how the...Ch. 3.CR - Prob. 71CRCh. 3.CR - Prob. 72CRCh. 3.CR - Prob. 73CRCh. 3.CR - Prob. 74CRCh. 3.EA - A 500-mg dose of a drug is administered by rapid...Ch. 3.EA - A drug is given to a patient by IV infusion at a...Ch. 3.EA - Prob. 3EACh. 3.EA - Use the table feature on a graphing calculator or...Ch. 3.EA - 5. Use the table feature on a graphing calculator...Ch. 3.EA - Prob. 6EA
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