Calculus Volume 2
17th Edition
ISBN: 9781938168062
Author: Gilbert Strang, Edwin Jed Herman
Publisher: OpenStax
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Textbook Question
Chapter 7.4, Problem 217E
For the following exercises, find a definite
217.
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(c) Because logistic regression predicts probabilities of outcomes, observations used to build a logistic regression model need not be independent.
A. false: all observations must be independent
B. true
C. false: only observations with the same outcome need to be independent
I ANSWERED: A. false: all observations must be independent.
(This was marked wrong but I have no idea why. Isn't this a basic assumption of logistic regression)
Business discuss
Spam filters are built on principles similar to those used in logistic regression. We fit a probability that each message is spam or not spam. We have several variables for each email. Here are a few: to_multiple=1 if there are multiple recipients, winner=1 if the word 'winner' appears in the subject line, format=1 if the email is poorly formatted, re_subj=1 if "re" appears in the subject line. A logistic model was fit to a dataset with the following output:
Estimate
SE
Z
Pr(>|Z|)
(Intercept)
-0.8161
0.086
-9.4895
0
to_multiple
-2.5651
0.3052
-8.4047
0
winner
1.5801
0.3156
5.0067
0
format
-0.1528
0.1136
-1.3451
0.1786
re_subj
-2.8401
0.363
-7.824
0
(a) Write down the model using the coefficients from the model fit.log_odds(spam) = -0.8161 + -2.5651 + to_multiple + 1.5801 winner + -0.1528 format + -2.8401 re_subj(b) Suppose we have an observation where to_multiple=0, winner=1, format=0, and re_subj=0. What is the predicted probability that this message is spam?…
Chapter 7 Solutions
Calculus Volume 2
Ch. 7.1 - The Witch of Agnesi Many plane curves in...Ch. 7.1 - The Witch of Agnesi Many plane curves in...Ch. 7.1 - The Witch of Agnesi Many plane curves in...Ch. 7.1 - The Witch of Agnesi Many plane curves in...Ch. 7.1 - The Witch of Agnesi Many plane curves in...Ch. 7.1 - The Witch of Agnesi Many plane curves in...Ch. 7.1 - The Witch of Agnesi Many plane curves in...Ch. 7.1 - The Witch of Agnesi Many plane curves in...Ch. 7.1 - The Witch of Agnesi Many plane curves in...Ch. 7.1 - Travels with My Ant: The Curtate and Prolate...
Ch. 7.1 - Travels with My Ant: The Curtate and Prolate...Ch. 7.1 - Travels with My Ant: The Curtate and Prolate...Ch. 7.1 - Travels with My Ant: The Curtate and Prolate...Ch. 7.1 - Travels with My Ant: The Curtate and Prolate...Ch. 7.1 - For the following, exercises, sketch the curves...Ch. 7.1 - For the following, exercises, sketch the curves...Ch. 7.1 - For the following, exercises, sketch the curves...Ch. 7.1 - For the following, exercises, sketch the curves...Ch. 7.1 - For the following exercises, eliminate the...Ch. 7.1 - For the following exercises, use technology (CAS...Ch. 7.1 - For the following exercises, use technology (CAS...Ch. 7.1 - For the following exercises, use technology (CAS...Ch. 7.1 - For the following exercises, use technology (CAS...Ch. 7.1 - For the following exercises, sketch the parametric...Ch. 7.1 - For the following exercises, sketch the parametric...Ch. 7.1 - For the following exercises, sketch the parametric...Ch. 7.1 - For the following exercises, sketch the parametric...Ch. 7.1 - For the following exercises, sketch the parametric...Ch. 7.1 - For the following exercises, sketch the parametric...Ch. 7.1 - For the following exercises, sketch the parametric...Ch. 7.1 - For the following exercises, sketch the parametric...Ch. 7.1 - For the following exercises, sketch the parametric...Ch. 7.1 - For the following exercises, sketch the parametric...Ch. 7.1 - For the following exercises, sketch the parametric...Ch. 7.1 - For the following exercises, convert the...Ch. 7.1 - For the following exercises, convert the...Ch. 7.1 - For the following exercises, convert the...Ch. 7.1 - For the following exercises, convert the...Ch. 7.1 - For the following exercises, convert the...Ch. 7.1 - For the following exercises, convert the...Ch. 7.1 - For the following exercises, convert the...Ch. 7.1 - For the following exercises, convert the...Ch. 7.1 - For the following exercises, convert the...Ch. 7.1 - For the following exercises, convert the...Ch. 7.1 - For the following exercises, convert the...Ch. 7.1 - For the following exercises, convert the...Ch. 7.1 - For the following exercises, convert the...Ch. 7.1 - For the following exercises, convert the...Ch. 7.1 - For the following exercises, convert the...Ch. 7.1 - For the following exercises, convert the...Ch. 7.1 - For the following exercises, convert the...Ch. 7.1 - For the following exercises, convert the...Ch. 7.1 - For the following exercises, the pairs of...Ch. 7.1 - For the following exercises, the pairs of...Ch. 7.1 - For the following exercises, the pairs of...Ch. 7.1 - For the following exercises, the pairs of...Ch. 7.1 - For the following exercises, the pairs of...Ch. 7.1 - For the following exercises, the pairs of...Ch. 7.1 - For the following exercises, the pairs of...Ch. 7.1 - For the following exercises, the pairs of...Ch. 7.1 - For the following exercises, the pairs of...Ch. 7.1 - For the following exercises, the pairs of...Ch. 7.1 - Show that x=h+rcosy=k+rsin represents the equation...Ch. 7.1 - Use the equations in the preceding problem to find...Ch. 7.1 - For the following Exercises, use a graphing...Ch. 7.1 - For the following Exercises, use a graphing...Ch. 7.1 - For the following Exercises, use a graphing...Ch. 7.1 - An airplane traveling horizontally at 100 m/s over...Ch. 7.1 - The trajectory of a bullet is given by...Ch. 7.1 - [T] Use technology to sketch the curve represented...Ch. 7.1 - [T] Use technology to sketch x=2tan(t),y=3sec(t),t...Ch. 7.1 - Sketch the curve known as all epitrochoid, which...Ch. 7.1 - [T] Use technology to sketch the spiral curve...Ch. 7.1 - [T] Use technology to graph the curve given by the...Ch. 7.1 - [T] Sketch the curve given by parametric equations...Ch. 7.2 - For the following exercises, each set of...Ch. 7.2 - For the following exercises, each set of...Ch. 7.2 - For the following exercises, each set of...Ch. 7.2 - For the following exercises, each set of...Ch. 7.2 - For the following exercises, determine the slope...Ch. 7.2 - For the following exercises, determine the slope...Ch. 7.2 - For the following exercises, determine the slope...Ch. 7.2 - For the following exercises, determine the slope...Ch. 7.2 - For the following exercises, determine the slope...Ch. 7.2 - For the following exercises, find all points on...Ch. 7.2 - For the following exercises, find all points on...Ch. 7.2 - For the following exercises, find all points on...Ch. 7.2 - For the following exercises, find all points on...Ch. 7.2 - For the following exercises, write the equation of...Ch. 7.2 - For the following exercises, write the equation of...Ch. 7.2 - For the following exercises, write the equation of...Ch. 7.2 - For x=sin(2t),y=2sint where 0t2 . Find all values...Ch. 7.2 - For x=sin(2t),y=2sint where 0t2 . Find all values...Ch. 7.2 - Find all points on the curve x=4cos(t),y=4sin(t)...Ch. 7.2 - Find dydx for x=sin(t),y=cos(t) .Ch. 7.2 - Find the equation of the tangent line to...Ch. 7.2 - For the curve x=4t,y=3t2 , find the slope and...Ch. 7.2 - For the parametric curve whose equation is...Ch. 7.2 - Find the slope and concavity for the curve whose...Ch. 7.2 - Find all points on the curve x=t+4,y=t33t at which...Ch. 7.2 - Find all points on the curve x=sec,y=tan at which...Ch. 7.2 - For the following exercises, find d2y/dx2 . 88....Ch. 7.2 - For the following exercises, find d2y/dx2 . 89....Ch. 7.2 - For the following exercises, find d2y/dx2 . 90....Ch. 7.2 - For the following exercises, find points on the...Ch. 7.2 - For the following exercises, find points on the...Ch. 7.2 - For the following exercises, find dy/dx at the...Ch. 7.2 - For the following exercises, find dy/dx at the...Ch. 7.2 - For the following exercises, find dy/dx at the...Ch. 7.2 - For the following exercises, ?nd d2y/dx2 at the...Ch. 7.2 - For the following exercises, ?nd d2y/dx2 at the...Ch. 7.2 - For the following exercises, ?nd d2y/dx2 at the...Ch. 7.2 - For the following exercises, ?nd d2y/dx2 at the...Ch. 7.2 - For the following exercises, ?nd d2y/dx2 at the...Ch. 7.2 - For the following exercises, ?nd d2y/dx2 at the...Ch. 7.2 - For the following exercises, ?nd d2y/dx2 at the...Ch. 7.2 - For the following exercises, find d2y/dx2 at the...Ch. 7.2 - For the following exercises, find the area of the...Ch. 7.2 - For the following exercises, find the area of the...Ch. 7.2 - For the following exercises, find the area of the...Ch. 7.2 - For the following exercises, find the area of the...Ch. 7.2 - For the following exercises, find the arc length...Ch. 7.2 - For the following exercises, find the arc length...Ch. 7.2 - For the following exercises, find the arc length...Ch. 7.2 - For the following exercises, find the arc length...Ch. 7.2 - For the following exercises, find the arc length...Ch. 7.2 - For the following exercises, find the arc length...Ch. 7.2 - For the following exercises, find the arc length...Ch. 7.2 - For the following exercises, find the arc length...Ch. 7.2 - For the following exercises, find the arc length...Ch. 7.2 - For the following exercises, find the arc length...Ch. 7.2 - For the following exercises, find the arc length...Ch. 7.2 - For the following exercises, find the area of the...Ch. 7.2 - For the following exercises, find the area of the...Ch. 7.2 - For the following exercises, find the area of the...Ch. 7.2 - For the following exercises, find the area of the...Ch. 7.2 - For the following exercises, find the area of the...Ch. 7.2 - For the following exercises, find the area of the...Ch. 7.3 - In the following exercises, plot the point whose...Ch. 7.3 - In the following exercises, plot the point whose...Ch. 7.3 - In the following exercises, plot the point whose...Ch. 7.3 - In the following exercises, plot the point whose...Ch. 7.3 - In the following exercises, plot the point whose...Ch. 7.3 - In the following exercises, plot the point whose...Ch. 7.3 - In the following exercises, plot the point whose...Ch. 7.3 - For the following exercises, consider the polar...Ch. 7.3 - For the following exercises, consider the polar...Ch. 7.3 - For the following exercises, consider the polar...Ch. 7.3 - For the following exercises, consider the polar...Ch. 7.3 - For the following exercises, the rectangular...Ch. 7.3 - For the following exercises, the rectangular...Ch. 7.3 - For the following exercises, the rectangular...Ch. 7.3 - For the following exercises, the rectangular...Ch. 7.3 - For the following exercises, the rectangular...Ch. 7.3 - For the following exercises, the rectangular...Ch. 7.3 - For the following exercises, find rectangular...Ch. 7.3 - For the following exercises, find rectangular...Ch. 7.3 - For the following exercises, find rectangular...Ch. 7.3 - For the following exercises, find rectangular...Ch. 7.3 - For the following exercises, find rectangular...Ch. 7.3 - For the following exercises, find rectangular...Ch. 7.3 - For the following exercises, find rectangular...Ch. 7.3 - For the following exercises, determine whether the...Ch. 7.3 - For the following exercises, determine whether the...Ch. 7.3 - For the following exercises, determine whether the...Ch. 7.3 - For the following exercises, determine whether the...Ch. 7.3 - For the following exercises, determine whether the...Ch. 7.3 - For the following exercises, describe the graph of...Ch. 7.3 - For the following exercises, describe the graph of...Ch. 7.3 - For the following exercises, describe the graph of...Ch. 7.3 - For the following exercises, describe the graph of...Ch. 7.3 - For the following exercises, convert the...Ch. 7.3 - For the following exercises, convert the...Ch. 7.3 - For the following exercises, convert the...Ch. 7.3 - For the following exercises, convert the...Ch. 7.3 - For the following exercises, convert the...Ch. 7.3 - For the following exercises, convert the polar...Ch. 7.3 - For the following exercises, convert the polar...Ch. 7.3 - For the following exercises, convert the polar...Ch. 7.3 - For the following exercises, convert the polar...Ch. 7.3 - For the following exercises, sketch a graph of the...Ch. 7.3 - For the following exercises, sketch a graph of the...Ch. 7.3 - For the following exercises, sketch a graph of the...Ch. 7.3 - For the following exercises, sketch a graph of the...Ch. 7.3 - For the following exercises, sketch a graph of the...Ch. 7.3 - For the following exercises, sketch a graph of the...Ch. 7.3 - For the following exercises, sketch a graph of the...Ch. 7.3 - For the following exercises, sketch a graph of the...Ch. 7.3 - For the following exercises, sketch a graph of the...Ch. 7.3 - For the following exercises, sketch a graph of the...Ch. 7.3 - For the following exercises, sketch a graph of the...Ch. 7.3 - [T] Use a graphing utility and sketch the graph of...Ch. 7.3 - [T] Use a graphing utility to graph r=11cos .Ch. 7.3 - [T] Use technology to graph r=esin()2cos(4) .Ch. 7.3 - [T] Use technology to plot r=sin(37) (use the...Ch. 7.3 - Without using technology, sketch the polar curve...Ch. 7.3 - [T] Use a graphing utility to plot r=sin for .Ch. 7.3 - [T] Use technology to plot r=e0.1 for 1010 .Ch. 7.3 - [T] There is a curve known as the “Black Hole.”...Ch. 7.3 - [T] Use the results of the preceding two problems...Ch. 7.4 - For the fallowing exercises, determine a definite...Ch. 7.4 - For the fallowing exercises, determine a definite...Ch. 7.4 - For the fallowing exercises, determine a definite...Ch. 7.4 - For the fallowing exercises, determine a definite...Ch. 7.4 - For the fallowing exercises, determine a definite...Ch. 7.4 - For the fallowing exercises, determine a definite...Ch. 7.4 - For the fallowing exercises, determine a definite...Ch. 7.4 - For the fallowing exercises, determine a definite...Ch. 7.4 - For the fallowing exercises, determine a definite...Ch. 7.4 - For the fallowing exercises, determine a definite...Ch. 7.4 - For the fallowing exercises, determine a definite...Ch. 7.4 - For the fallowing exercises, determine a definite...Ch. 7.4 - For the fallowing exercises, determine a definite...Ch. 7.4 - For the following exercises, find the area of the...Ch. 7.4 - For the following exercises, find the area of the...Ch. 7.4 - For the following exercises, find the area of the...Ch. 7.4 - For the following exercises, find the area of the...Ch. 7.4 - For the following exercises, find the area of the...Ch. 7.4 - For the following exercises, find the area of the...Ch. 7.4 - For the following exercises, find the area of the...Ch. 7.4 - For the following exercises, find the area of the...Ch. 7.4 - For the following exercises, find the area of the...Ch. 7.4 - For the following exercises, find the area of the...Ch. 7.4 - For the following exercises, find the area of the...Ch. 7.4 - For the following exercises, find the area of the...Ch. 7.4 - For the following exercises, find the area of the...Ch. 7.4 - For the following exercises, find a definite...Ch. 7.4 - For the following exercises, find a definite...Ch. 7.4 - For the following exercises, find a definite...Ch. 7.4 - For the following exercises, find a definite...Ch. 7.4 - For the following exercises, find the length of...Ch. 7.4 - For the following exercises, find the length of...Ch. 7.4 - For the following exercises, find the length of...Ch. 7.4 - For the following exercises, find the length of...Ch. 7.4 - For the following exercises, find the length of...Ch. 7.4 - For the following exercises, use the integration...Ch. 7.4 - For the following exercises, use the integration...Ch. 7.4 - For the following exercises, use the integration...Ch. 7.4 - For the following exercises, use the integration...Ch. 7.4 - For the following exercises, use the integration...Ch. 7.4 - For the fallowing exercises, use the familiar...Ch. 7.4 - For the fallowing exercises, use the familiar...Ch. 7.4 - For the fallowing exercises, use the familiar...Ch. 7.4 - For the following exercises, use the familiar...Ch. 7.4 - For the following exercises, use the familiar...Ch. 7.4 - For the following exercises, use the familiar...Ch. 7.4 - For the following exercises, use the familiar...Ch. 7.4 - For the following exercises, ?nd the slope of a...Ch. 7.4 - For the following exercises, ?nd the slope of a...Ch. 7.4 - For the following exercises, ?nd the slope of a...Ch. 7.4 - For the following exercises, ?nd the slope of a...Ch. 7.4 - For the following exercises, ?nd the slope of a...Ch. 7.4 - For the following exercises, ?nd the slope of a...Ch. 7.4 - For the following exercises, ?nd the slope of a...Ch. 7.4 - For the following exercises, ?nd the slope of a...Ch. 7.4 - For the following exercises, ?nd the slope of a...Ch. 7.4 - Find the paints on the interval at which the...Ch. 7.4 - For the cardioid r=1+sin , find the slope of the...Ch. 7.4 - For the following exercises, find the slope of the...Ch. 7.4 - For the following exercises, find the slope of the...Ch. 7.4 - For the following exercises, find the slope of the...Ch. 7.4 - For the following exercises, find the slope of the...Ch. 7.4 - For the following exercises, find the points at...Ch. 7.4 - For the following exercises, find the points at...Ch. 7.4 - For the following exercises, find the points at...Ch. 7.4 - For the following exercises, find the points at...Ch. 7.4 - For the following exercises, find the points at...Ch. 7.5 - For the following exercises, determine the...Ch. 7.5 - For the following exercises, determine the...Ch. 7.5 - For the following exercises, determine the...Ch. 7.5 - For the following exercises, determine the...Ch. 7.5 - For the following exercises, determine the...Ch. 7.5 - For the following exercises, determine the...Ch. 7.5 - For the following exercises, determine the...Ch. 7.5 - For the following exercises, determine the...Ch. 7.5 - For the following exercises, determine the...Ch. 7.5 - For the following exercises, determine the...Ch. 7.5 - For the following exercises, determine the...Ch. 7.5 - For the following exercises, determine the...Ch. 7.5 - For the following exercises, determine the...Ch. 7.5 - For the following exercises, determine the...Ch. 7.5 - For the following exercises, determine the...Ch. 7.5 - For the following exercises, determine the...Ch. 7.5 - For the following exercises, determine the...Ch. 7.5 - For the following exercises, determine the...Ch. 7.5 - For the following exercises, determine the...Ch. 7.5 - For the following exercises, determine the...Ch. 7.5 - For the following exercises, determine the...Ch. 7.5 - For the following exercises, determine the...Ch. 7.5 - For the following exercises, determine the...Ch. 7.5 - For the following exercises, determine the...Ch. 7.5 - For the following exercises, consider the...Ch. 7.5 - For the following exercises, consider the...Ch. 7.5 - For the following exercises, consider the...Ch. 7.5 - For the following exercises, consider the...Ch. 7.5 - For the following exercises, consider the...Ch. 7.5 - For the following exercises, consider the...Ch. 7.5 - For the following exercises, ?nd a polar equation...Ch. 7.5 - For the following exercises, ?nd a polar equation...Ch. 7.5 - For the following exercises, ?nd a polar equation...Ch. 7.5 - For the following exercises, ?nd a polar equation...Ch. 7.5 - For the following exercises, sketch the graph of...Ch. 7.5 - For the following exercises, sketch the graph of...Ch. 7.5 - For the following exercises, sketch the graph of...Ch. 7.5 - For the following exercises, sketch the graph of...Ch. 7.5 - For the following exercises, sketch the graph of...Ch. 7.5 - For the following exercises, sketch the graph of...Ch. 7.5 - For the following exercises, sketch the graph of...Ch. 7.5 - For the following exercises, sketch the graph of...Ch. 7.5 - For the following exercises, sketch the graph of...Ch. 7.5 - For the following exercises, sketch the graph of...Ch. 7.5 - For the following exercises, sketch the graph of...Ch. 7.5 - For the following exercises, sketch the graph of...Ch. 7.5 - For the following exercises, sketch the graph of...Ch. 7.5 - For the following exercises, sketch the graph of...Ch. 7.5 - For the following exercises, sketch the graph of...Ch. 7.5 - For the following exercises, sketch the graph of...Ch. 7.5 - For the following exercises, sketch the graph of...Ch. 7.5 - For the following equations, determine which of...Ch. 7.5 - For the following equations, determine which of...Ch. 7.5 - For the following equations, determine which of...Ch. 7.5 - For the following equations, determine which of...Ch. 7.5 - For the following equations, determine which of...Ch. 7.5 - For the following equations, determine which of...Ch. 7.5 - The mirror in an automobile headlight has a...Ch. 7.5 - A satellite dish is shaped like a paraboloid of...Ch. 7.5 - Consider the satellite dish of the preceding...Ch. 7.5 - A searchlight is shaped like a paraboloid of...Ch. 7.5 - Whispering galleries are rooms designed with...Ch. 7.5 - A person is standing 3 feet from the nearest wall...Ch. 7.5 - For the following exercises, determine the polar...Ch. 7.5 - For the following exercises, determine the pelar...Ch. 7.5 - For the following exercises, determine the pelar...Ch. 7.5 - For the following exercises, determine the polar...Ch. 7 - True or False? Justify your answer with a proof or...Ch. 7 - True or False? Justify your answer with a proof or...Ch. 7 - True or False? Justify your answer with a proof or...Ch. 7 - True or False? Justify your answer with a proof or...Ch. 7 - For the following exercises, sketch the parametric...Ch. 7 - For the following exercises, sketch the parametric...Ch. 7 - For the following exercises, sketch the parametric...Ch. 7 - For the following exercises, sketch the parametric...Ch. 7 - For the following exercises, sketch the polar...Ch. 7 - For the following exercises, sketch the polar...Ch. 7 - For the following exercises, find the polar...Ch. 7 - For the following exercises, find the polar...Ch. 7 - Fur the following exercises, find the equation of...Ch. 7 - Fur the following exercises, find the equation of...Ch. 7 - Fur the following exercises, find the equation of...Ch. 7 - For the following exercises, find the area of the...Ch. 7 - For the following exercises, find the area of the...Ch. 7 - For the following exercises, find the arc length...Ch. 7 - For the following exercises, find the arc length...Ch. 7 - For the following exercises, find the Cartesian...Ch. 7 - For the following exercises, find the Cartesian...Ch. 7 - For the following exercises, find the Cartesian...Ch. 7 - For the following exercises, determine the...Ch. 7 - For the following exercises, determine the...Ch. 7 - For the following exercises, determine the...Ch. 7 - Determine the Cartesian equation describing the...Ch. 7 - The C/1980 E1 comet was observed in 1980. Given an...
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Publisher:Cengage Learning,
Pathways To Math Literacy (looseleaf)
Math
ISBN:9781259985607
Author:David Sobecki Professor, Brian A. Mercer
Publisher:McGraw-Hill Education
Fundamental Theorem of Calculus 1 | Geometric Idea + Chain Rule Example; Author: Dr. Trefor Bazett;https://www.youtube.com/watch?v=hAfpl8jLFOs;License: Standard YouTube License, CC-BY