Calculus Volume 2
17th Edition
ISBN: 9781938168062
Author: Gilbert Strang, Edwin Jed Herman
Publisher: OpenStax
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Textbook Question
Chapter 6.4, Problem 176E
In the following exercises, use appropriate substitutions to write down the Maclaurin series for the given binomial.
176. (1 − x)1.01
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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 6 Solutions
Calculus Volume 2
Ch. 6.1 - In the following exercises, state whether each...Ch. 6.1 - In the following exercises, state whether each...Ch. 6.1 - In the following exercises, state whether each...Ch. 6.1 - In the following exercises, state whether each...Ch. 6.1 - In the following exercises, state whether each...Ch. 6.1 - In the following exercises, state whether each...Ch. 6.1 - In the following exercises, suppose that |an+1an|1...Ch. 6.1 - In the following exercises, suppose that |an+1an|1...Ch. 6.1 - In the following exercises, suppose that |an+1an|1...Ch. 6.1 - In the following exercises, suppose that |an+1an|1...
Ch. 6.1 - In the following exercises, suppose that |an+1an|1...Ch. 6.1 - In the following exercises, suppose that |an+1an|1...Ch. 6.1 - In the following exercises, find the radius of...Ch. 6.1 - In the following exercises, find the radius of...Ch. 6.1 - In the following exercises, find the radius of...Ch. 6.1 - In the following exercises, find the radius of...Ch. 6.1 - In the following exercises, find the radius of...Ch. 6.1 - In the following exercises, find the radius of...Ch. 6.1 - In the following exercises, find the radius of...Ch. 6.1 - In the following exercises, find the radius of...Ch. 6.1 - In the following exercises, find the radius of...Ch. 6.1 - In the following exercises, find the radius of...Ch. 6.1 - In the following exercises, find the radius of...Ch. 6.1 - In the following exercises, find the radius of...Ch. 6.1 - In the following exercises, find the radius of...Ch. 6.1 - In the following exercises, find the radius of...Ch. 6.1 - In the following exercises, find the radius of...Ch. 6.1 - In the following exercises, find the radius of...Ch. 6.1 - In the following exercises, use the ratio test to...Ch. 6.1 - In the following exercises, use the ratio test to...Ch. 6.1 - In the following exercises, use the ratio test to...Ch. 6.1 - In the following exercises, use the ratio test to...Ch. 6.1 - In the following exercises, given that 11x=n=0xn...Ch. 6.1 - In the following exercises, given that 11x=n=0xn...Ch. 6.1 - In the following exercises, given that 11x=n=0xn...Ch. 6.1 - In the following exercises, given that 11x=n=0xn...Ch. 6.1 - In the following exercises, given that 11x=n=0xn...Ch. 6.1 - In the following exercises, given that 11x=n=0xn...Ch. 6.1 - In the following exercises, given that 11x=n=0xn...Ch. 6.1 - In the following exercises, given that 11x=n=0xn...Ch. 6.1 - In the following exercises, given that 11x=n=0xn...Ch. 6.1 - In the following exercises, given that 11x=n=0xn...Ch. 6.1 - Use the next exercise to find the radius of...Ch. 6.1 - Use the next exercise to find the radius of...Ch. 6.1 - Use the next exercise to find the radius of...Ch. 6.1 - Use the next exercise to find the radius of...Ch. 6.1 - Use the next exercise to find the radius of...Ch. 6.1 - Use the next exercise to find the radius of...Ch. 6.1 - Use the next exercise to find the radius of...Ch. 6.1 - Use the next exercise to find the radius of...Ch. 6.1 - Use the next exercise to find the radius of...Ch. 6.1 - In the following exercises, suppose that p(x)=...Ch. 6.1 - In the following exercises, suppose that...Ch. 6.1 - In the following exercises, suppose that...Ch. 6.1 - In the following exercises, suppose that...Ch. 6.1 - In the following exercises, suppose that...Ch. 6.1 - In the following exercises, suppose that...Ch. 6.1 - In the following exercises, suppose that...Ch. 6.1 - In the following exercises, suppose that...Ch. 6.1 - In the following exercises, suppose that...Ch. 6.1 - In the following exercises, suppose that...Ch. 6.1 - In the following exercises, suppose that...Ch. 6.2 - If f(x)=n=0xnn! and g(x)=n=0(1)nxnn! , find the...Ch. 6.2 - If C(x)=n=0x2n(2n)! and S(x)=n=0x2n+1(2n+1)! find...Ch. 6.2 - In the following exercises, use partial fractions...Ch. 6.2 - In the following exercises, use partial fractions...Ch. 6.2 - In the following exercises, use partial fractions...Ch. 6.2 - In the following exercises, use partial fractions...Ch. 6.2 - In the following exercises, express each series as...Ch. 6.2 - In the following exercises, express each series as...Ch. 6.2 - In the following exercises, express each series as...Ch. 6.2 - In the following exercises, express each series as...Ch. 6.2 - The following exercises explore applications of...Ch. 6.2 - The following exercises explore applications of...Ch. 6.2 - The following exercises explore applications of...Ch. 6.2 - The following exercises explore applications of...Ch. 6.2 - The following exercises explore applications of...Ch. 6.2 - The following exercises explore applications of...Ch. 6.2 - In the following exercises, express the sum of...Ch. 6.2 - In the following exercises, express the sum of...Ch. 6.2 - In the following exercises, express the sum of...Ch. 6.2 - In the following exercises, express the sum of...Ch. 6.2 - In the following exercises, find the power series...Ch. 6.2 - In the following exercises, find the power series...Ch. 6.2 - In the following exercises, find the power series...Ch. 6.2 - In the following exercises, find the power series...Ch. 6.2 - In the following exercises, differentiate the...Ch. 6.2 - In the following exercises, differentiate the...Ch. 6.2 - In the following exercises, integrate the given...Ch. 6.2 - In the following exercises, integrate the given...Ch. 6.2 - In the following exercises, evaluate each infinite...Ch. 6.2 - In the following exercises, evaluate each infinite...Ch. 6.2 - In the following exercises, evaluate each infinite...Ch. 6.2 - In the following exercises, evaluate each infinite...Ch. 6.2 - In the following exercises, given that 11x=n=0xn...Ch. 6.2 - In the following exercises, given that 11x=n=0xn...Ch. 6.2 - In the following exercises, given that 11x=n=0xn...Ch. 6.2 - In the following exercises, given that 11x=n=0xn...Ch. 6.2 - In the following exercises, given that 11x=n=0xn...Ch. 6.2 - In the following exercises, given that 11x=n=0xn...Ch. 6.2 - In the following exercises, given that 11x=n=0xn...Ch. 6.2 - T] Evaluate the power series expansion ln(1 + x) =...Ch. 6.2 - [T] Subtract the infinite series of 1n(1 x) from...Ch. 6.2 - In the following exercises, using a substitution...Ch. 6.2 - In the following exercises, using a substitution...Ch. 6.2 - In the following exercises, using a substitution...Ch. 6.2 - In the following exercises, using a substitution...Ch. 6.2 - In the following exercises, using a substitution...Ch. 6.2 - In the following exercises, using a substitution...Ch. 6.2 - In the following exercises, using a substitution...Ch. 6.2 - In the following exercises, using a substitution...Ch. 6.2 - In the following exercises, using a substitution...Ch. 6.2 - In the following exercises, using a substitution...Ch. 6.2 - In the following exercises, using a substitution...Ch. 6.2 - In the following exercises, using a substitution...Ch. 6.3 - In this project. we use the Macburin polynomials...Ch. 6.3 - In this project. we use the Macburin polynomials...Ch. 6.3 - In this project. we use the Macburin polynomials...Ch. 6.3 - In this project. we use the Macburin polynomials...Ch. 6.3 - In this project. we use the Macburin polynomials...Ch. 6.3 - In this project. we use the Macburin polynomials...Ch. 6.3 - In the following exercises, find the Taylor...Ch. 6.3 - In the following exercises, find the Taylor...Ch. 6.3 - In the following exercises, find the Taylor...Ch. 6.3 - In the following exercises, find the Taylor...Ch. 6.3 - In the following exercises, find the Taylor...Ch. 6.3 - In the following exercises, find the Taylor...Ch. 6.3 - In the following exercises, find the Taylor...Ch. 6.3 - In the following exercises, find the Taylor...Ch. 6.3 - In the following exercises, verify that the given...Ch. 6.3 - In the following exercises, verify that the given...Ch. 6.3 - In the following exercises, verify that the given...Ch. 6.3 - In the following exercises, verify that the given...Ch. 6.3 - In the following exercises, verify that the given...Ch. 6.3 - In the following exercises, verify that the given...Ch. 6.3 - In the following exercises, verify that the given...Ch. 6.3 - In the following exercises, verify that the given...Ch. 6.3 - In the following exercises, find the smallest...Ch. 6.3 - In the following exercises, find the smallest...Ch. 6.3 - In the following exercises, find the smallest...Ch. 6.3 - In the following exercises, find the smallest...Ch. 6.3 - In the following exercises, the maximum of the...Ch. 6.3 - In the following exercises, the maximum of the...Ch. 6.3 - In the following exercises, the maximum of the...Ch. 6.3 - In the following exercises, the maximum of the...Ch. 6.3 - In the following exercises, find the Taylor series...Ch. 6.3 - In the following exercises, find the Taylor series...Ch. 6.3 - In the following exercises, find the Taylor series...Ch. 6.3 - In the following exercises, find the Taylor series...Ch. 6.3 - In the following exercises, find the Taylor series...Ch. 6.3 - In the following exercises, find the Taylor series...Ch. 6.3 - In the following exercises, find the Taylor series...Ch. 6.3 - In the following exercises, find the Taylor series...Ch. 6.3 - In the following exercises, find the Taylor series...Ch. 6.3 - In the following exercises, find the Taylor series...Ch. 6.3 - In the following exercises, find the Taylor series...Ch. 6.3 - In the following exercises, compute the Taylor...Ch. 6.3 - In the following exercises, compute the Taylor...Ch. 6.3 - In the following exercises, compute the Taylor...Ch. 6.3 - In the following exercises, compute the Taylor...Ch. 6.3 - In the following exercises, compute the Taylor...Ch. 6.3 - In the following exercises, compute the Taylor...Ch. 6.3 - In the following exercises, compute the Taylor...Ch. 6.3 - In the following exercises, compute the Taylor...Ch. 6.3 - In the following exercises, compute the Taylor...Ch. 6.3 - [T] In the following exercises, identify the value...Ch. 6.3 - [T] In the following exercises, identify the value...Ch. 6.3 - [T] In the following exercises, identify the value...Ch. 6.3 - [T] In the following exercises, identify the value...Ch. 6.3 - The following exercises make use of the functions...Ch. 6.3 - The following exercises make use of the functions...Ch. 6.3 - The following exercises make use of the functions...Ch. 6.3 - The following exercises make use of the functions...Ch. 6.3 - The following exercises make use of the functions...Ch. 6.3 - The following exercises make use of the functions...Ch. 6.3 - In the following exercises, use the fact that if...Ch. 6.3 - In the following exercises, use the fact that if...Ch. 6.3 - In the following exercises, use the fact that if...Ch. 6.3 - In the following exercises, use the fact that if...Ch. 6.4 - In the following exercises, use appropriate...Ch. 6.4 - In the following exercises, use appropriate...Ch. 6.4 - In the following exercises, use appropriate...Ch. 6.4 - In the following exercises, use appropriate...Ch. 6.4 - In the following exercises, use the substitution...Ch. 6.4 - In the following exercises, use the substitution...Ch. 6.4 - In the following exercises, use the substitution...Ch. 6.4 - In the following exercises, use the substitution...Ch. 6.4 - In the following exercises, use the substitution...Ch. 6.4 - In the following exercises, use the substitution...Ch. 6.4 - In the following exercises, use the substitution...Ch. 6.4 - In the following exercises, use the substitution...Ch. 6.4 - In the following exercises, use the binomial...Ch. 6.4 - In the following exercises, use the binomial...Ch. 6.4 - In the following exercises, use the binomial...Ch. 6.4 - In the following exercises, use the binomial...Ch. 6.4 - In the following exercises, use the binomial...Ch. 6.4 - In the following exercises, use the binomial...Ch. 6.4 - In the following exercises, use the binomial...Ch. 6.4 - In the following exercises, use the binomial...Ch. 6.4 - In the following exercises, use the expansion...Ch. 6.4 - In the following exercises, use the expansion...Ch. 6.4 - In the following exercises, use the expansion...Ch. 6.4 - In the following exercises, use the expansion...Ch. 6.4 - In the following exercises, use the expansion...Ch. 6.4 - In the following exercises, use the expansion...Ch. 6.4 - In the following exercises, use the expansion...Ch. 6.4 - In the following exercises, use the expansion...Ch. 6.4 - In the following exercises, find the Maclaurin...Ch. 6.4 - In the following exercises, find the Maclaurin...Ch. 6.4 - In the following exercises, find the Maclaurin...Ch. 6.4 - In the following exercises, find the Maclaurin...Ch. 6.4 - In the following exercises, find the Maclaurin...Ch. 6.4 - In the following exercises, find the Maclaurin...Ch. 6.4 - In the following exercises, find the Maclaurin...Ch. 6.4 - In the following exercises, find the Maclaurin...Ch. 6.4 - In the following exercises, find the Maclaurin...Ch. 6.4 - In the following exercises, find the Maclaurin...Ch. 6.4 - In the following exercises, find the Maclaurin...Ch. 6.4 - In the following exercises, find the Maclaurin...Ch. 6.4 - In the following exercises, find the Maclaurin...Ch. 6.4 - In the following exercises, find the Maclaurin...Ch. 6.4 - In the following exercises, find the Maclaurin...Ch. 6.4 - In the following exercises, find the Maclaurin...Ch. 6.4 - In the following exercises, compute at least the...Ch. 6.4 - In the following exercises, compute at least the...Ch. 6.4 - In the following exercises, compute at least the...Ch. 6.4 - In the following exercises, compute at least the...Ch. 6.4 - In the following exercises, compute at least the...Ch. 6.4 - In the following exercises, compute at least the...Ch. 6.4 - In the following exercises, compute at least the...Ch. 6.4 - In the following exercises, compute at least the...Ch. 6.4 - In the following exercises, find the radius of...Ch. 6.4 - In the following exercises, find the radius of...Ch. 6.4 - In the following exercises, find the radius of...Ch. 6.4 - In the following exercises, find the radius of...Ch. 6.4 - In the following exercises, find the radius of...Ch. 6.4 - In the following exercises, find the radius of...Ch. 6.4 - In the following exercises, find the radius of...Ch. 6.4 - 233. [T] Let Sn(s)=k=0n(1)kx 2k+1(2k+1)! and...Ch. 6.4 - Use the identity 2 sin x cos x = sin (2x) to find...Ch. 6.4 - If y=n=0anxn , find the power series expansions of...Ch. 6.4 - [T] Suppose that y=k=0akxk satisfies y'=-2xy and...Ch. 6.4 - [T] Suppose that a set of standardized test scores...Ch. 6.4 - [T] Suppose that a set of standardized test scores...Ch. 6.4 - [T] Suppose that n=0anxn converges to a function...Ch. 6.4 - [T] Suppose that n=0anxn converges to a function...Ch. 6.4 - Suppose that n=0anxn converges to a function y...Ch. 6.4 - Suppose that n=0anxnconverges to a function y such...Ch. 6.4 - [T] 0sinttdt;Ps=1 x 23!+ x 45!+ x 67!+ x 89! may...Ch. 6.4 - [T] t;P11=1x2+x42+x63!+....x2211! May assume that...Ch. 6.4 - The following exercises deal with Fresnel...Ch. 6.4 - The following exercises deal with Fresnel...Ch. 6.4 - The following exercises deal with Fresnel...Ch. 6.4 - The following exercises deal with Fresnel...Ch. 6.4 - The following exercises deal with Fresnel...Ch. 6.4 - The following exercises deal with Fresnel...Ch. 6.4 - The following exercises deal with Fresnel...Ch. 6.4 - The following exercises deal with Fresnel...Ch. 6 - True or False? In the following exercises, justify...Ch. 6 - True or False? In the following exercises, justify...Ch. 6 - True or False? In the following exercises, justify...Ch. 6 - True or False? In the following exercises, justify...Ch. 6 - In the following exercises, find the radius of...Ch. 6 - In the following exercises, find the radius of...Ch. 6 - In the following exercises, find the radius of...Ch. 6 - In the following exercises, find the radius of...Ch. 6 - In the following exercises, find the power series...Ch. 6 - In the following exercises, find the power series...Ch. 6 - In the following exercises, find the power series...Ch. 6 - In the following exercises, find the power series...Ch. 6 - In the following exercises, evaluate the Taylor...Ch. 6 - In the following exercises, evaluate the Taylor...Ch. 6 - In the following exercises, find the Maclaurin...Ch. 6 - In the following exercises, find the Maclaurin...Ch. 6 - In the following exercises, find the Taylor series...Ch. 6 - In the following exercises, find the Taylor series...Ch. 6 - In the following exercises, find the Maclaurin...Ch. 6 - In the following exercises, find the Maclaurin...Ch. 6 - In the following exercises, find the Maclaurin...Ch. 6 - In the following exercises, find the Maclaurin...Ch. 6 - In the following exercises, find the Maclaurin...Ch. 6 - The following exercises consider problems of...Ch. 6 - The following exercises consider problems of...Ch. 6 - The following exercises consider problems of...
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