Basic College Mathematics
13th Edition
ISBN: 9780134689623
Author: BITTINGER, Marvin L., BEECHER, Judith A., Johnson, Barbara L. (barbara Loreen)
Publisher: Pearson Higher Education,
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Chapter 11.5, Problem 23E
To determine
To solve: The equation
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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 11 Solutions
Basic College Mathematics
Ch. 11.1 - Prob. 1SRCh. 11.1 - Prob. 2SRCh. 11.1 - Prob. 1DECh. 11.1 - Prob. 2DECh. 11.1 - Prob. 3DECh. 11.1 - Prob. 4DECh. 11.1 - Prob. 5DECh. 11.1 - Evaluate p+q13 when p=40 and q=25.Ch. 11.1 - Prob. 7DECh. 11.1 - Prob. 8DE
Ch. 11.1 - Prob. 9DECh. 11.1 - Prob. 10DECh. 11.1 - Evaluate 4(x+y) and 4x+4y when x=11 and y=5.Ch. 11.1 - Evaluate 7(xy) and 7x7y when x=9 and y=7.Ch. 11.1 - Prob. 13DECh. 11.1 - Prob. 14DECh. 11.1 - Prob. 15DECh. 11.1 - Prob. 16DECh. 11.1 - Prob. 17DECh. 11.1 - Prob. 18DECh. 11.1 - Prob. 19DECh. 11.1 - Prob. 20DECh. 11.1 - Prob. 21DECh. 11.1 - Prob. 22DECh. 11.1 - Prob. 23DECh. 11.1 - Prob. 24DECh. 11.1 - Prob. 25DECh. 11.1 - Prob. 26DECh. 11.1 - Prob. 27DECh. 11.1 - Prob. 28DECh. 11.1 - Prob. 29DECh. 11.1 - Prob. 30DECh. 11.1 - Prob. 31DECh. 11.1 - Prob. 32DECh. 11.1 - Prob. 1RCCh. 11.1 - Prob. 2RCCh. 11.1 - Prob. 3RCCh. 11.1 - Prob. 4RCCh. 11.1 - Prob. 1CCCh. 11.1 - Prob. 2CCCh. 11.1 - Prob. 3CCCh. 11.1 - Prob. 4CCCh. 11.1 - Prob. 1ECh. 11.1 - Prob. 2ECh. 11.1 - Prob. 3ECh. 11.1 - Prob. 4ECh. 11.1 - Prob. 5ECh. 11.1 - Prob. 6ECh. 11.1 - Prob. 7ECh. 11.1 - Prob. 8ECh. 11.1 - Prob. 9ECh. 11.1 - Prob. 10ECh. 11.1 - Prob. 11ECh. 11.1 - Prob. 12ECh. 11.1 - Prob. 13ECh. 11.1 - Prob. 14ECh. 11.1 - Prob. 15ECh. 11.1 - Prob. 16ECh. 11.1 - Prob. 17ECh. 11.1 - Prob. 18ECh. 11.1 - Prob. 19ECh. 11.1 - Prob. 20ECh. 11.1 - Prob. 21ECh. 11.1 - Prob. 22ECh. 11.1 - Prob. 23ECh. 11.1 - Prob. 24ECh. 11.1 - Prob. 25ECh. 11.1 - Prob. 26ECh. 11.1 - Prob. 27ECh. 11.1 - Prob. 28ECh. 11.1 - Prob. 29ECh. 11.1 - Prob. 30ECh. 11.1 - Prob. 31ECh. 11.1 - Prob. 32ECh. 11.1 - Prob. 33ECh. 11.1 - Prob. 34ECh. 11.1 - Prob. 35ECh. 11.1 - Prob. 36ECh. 11.1 - Prob. 37ECh. 11.1 - Prob. 38ECh. 11.1 - Prob. 39ECh. 11.1 - Prob. 40ECh. 11.1 - Prob. 41ECh. 11.1 - Prob. 42ECh. 11.1 - Prob. 43ECh. 11.1 - Prob. 44ECh. 11.1 - Prob. 45ECh. 11.1 - Prob. 46ECh. 11.1 - Prob. 47ECh. 11.1 - Prob. 48ECh. 11.1 - Prob. 49ECh. 11.1 - Prob. 50ECh. 11.1 - Prob. 51ECh. 11.1 - Prob. 52ECh. 11.1 - Prob. 53ECh. 11.1 - Prob. 54ECh. 11.1 - Prob. 55ECh. 11.1 - Prob. 56ECh. 11.1 - Prob. 57ECh. 11.1 - Prob. 58ECh. 11.1 - Prob. 59ECh. 11.1 - Prob. 60ECh. 11.1 - Prob. 61ECh. 11.1 - Prob. 62ECh. 11.1 - Prob. 63ECh. 11.1 - Prob. 64ECh. 11.1 - Prob. 65ECh. 11.1 - Prob. 66ECh. 11.1 - Prob. 67ECh. 11.1 - Prob. 68ECh. 11.1 - Prob. 69ECh. 11.1 - Prob. 70ECh. 11.1 - Prob. 71ECh. 11.1 - Prob. 72ECh. 11.1 - Prob. 73ECh. 11.1 - Prob. 74ECh. 11.1 - Prob. 75ECh. 11.1 - Prob. 76ECh. 11.1 - Prob. 77ECh. 11.1 - Prob. 78ECh. 11.1 - Prob. 79ECh. 11.1 - Prob. 80ECh. 11.2 - Prob. 1SRCh. 11.2 - Prob. 2SRCh. 11.2 - Prob. 3SRCh. 11.2 - Prob. 1DECh. 11.2 - Prob. 2DECh. 11.2 - Prob. 3DECh. 11.2 - Prob. 4DECh. 11.2 - Prob. 5DECh. 11.2 - Prob. 1RCCh. 11.2 - Prob. 2RCCh. 11.2 - Prob. 3RCCh. 11.2 - Prob. 4RCCh. 11.2 - Prob. 1CCCh. 11.2 - Prob. 2CCCh. 11.2 - Prob. 3CCCh. 11.2 - Prob. 4CCCh. 11.2 - Prob. 1ECh. 11.2 - aSolve using the addition principle. Dont forget...Ch. 11.2 - Prob. 3ECh. 11.2 - Prob. 4ECh. 11.2 - Prob. 5ECh. 11.2 - Prob. 6ECh. 11.2 - Prob. 7ECh. 11.2 - Prob. 8ECh. 11.2 - aSolve using the addition principle. Dont forget...Ch. 11.2 - Prob. 10ECh. 11.2 - Prob. 11ECh. 11.2 - Prob. 12ECh. 11.2 - Prob. 13ECh. 11.2 - Prob. 14ECh. 11.2 - Prob. 15ECh. 11.2 - Prob. 16ECh. 11.2 - Prob. 17ECh. 11.2 - Prob. 18ECh. 11.2 - Prob. 19ECh. 11.2 - aSolve using the addition principle. Dont forget...Ch. 11.2 - Prob. 21ECh. 11.2 - Prob. 22ECh. 11.2 - Prob. 23ECh. 11.2 - Prob. 24ECh. 11.2 - aSolve using the addition principle. Dont forget...Ch. 11.2 - Prob. 26ECh. 11.2 - Prob. 27ECh. 11.2 - Prob. 28ECh. 11.2 - Prob. 29ECh. 11.2 - Prob. 30ECh. 11.2 - Prob. 31ECh. 11.2 - Prob. 32ECh. 11.2 - Prob. 33ECh. 11.2 - Prob. 34ECh. 11.2 - Prob. 35ECh. 11.2 - Prob. 36ECh. 11.2 - Prob. 37ECh. 11.2 - Prob. 38ECh. 11.2 - Prob. 39ECh. 11.2 - Prob. 40ECh. 11.2 - Prob. 41ECh. 11.2 - Prob. 42ECh. 11.2 - Prob. 43ECh. 11.2 - Prob. 44ECh. 11.2 - Prob. 45ECh. 11.2 - Prob. 46ECh. 11.2 - Prob. 47ECh. 11.2 - Prob. 48ECh. 11.2 - Prob. 49ECh. 11.2 - Prob. 50ECh. 11.2 - Prob. 51ECh. 11.2 - Prob. 52ECh. 11.2 - Prob. 53ECh. 11.2 - Subtract.[10.3a] 54.2358Ch. 11.2 - Prob. 55ECh. 11.2 - Prob. 56ECh. 11.2 - Prob. 57ECh. 11.2 - Prob. 58ECh. 11.2 - Prob. 59ECh. 11.2 - Prob. 60ECh. 11.2 - Prob. 61ECh. 11.2 - Prob. 62ECh. 11.2 - Prob. 63ECh. 11.2 - Prob. 64ECh. 11.2 - Prob. 65ECh. 11.2 - Prob. 66ECh. 11.2 - Prob. 67ECh. 11.2 - Prob. 68ECh. 11.2 - Prob. 69ECh. 11.2 - Prob. 70ECh. 11.2 - Prob. 71ECh. 11.2 - Prob. 72ECh. 11.3 - Prob. 1SRCh. 11.3 - Prob. 2SRCh. 11.3 - Prob. 3SRCh. 11.3 - Prob. 1DECh. 11.3 - Prob. 2DECh. 11.3 - Prob. 3DECh. 11.3 - Prob. 4DECh. 11.3 - Prob. 5DECh. 11.3 - Prob. 6DECh. 11.3 - Prob. 7DECh. 11.3 - Prob. 8DECh. 11.3 - Prob. 1RCCh. 11.3 - Prob. 2RCCh. 11.3 - Prob. 3RCCh. 11.3 - Choose from the column on the right the most...Ch. 11.3 - Prob. 1CCCh. 11.3 - Prob. 2CCCh. 11.3 - Prob. 3CCCh. 11.3 - Prob. 4CCCh. 11.3 - Prob. 1ECh. 11.3 - Prob. 2ECh. 11.3 - Prob. 3ECh. 11.3 - Prob. 4ECh. 11.3 - Prob. 5ECh. 11.3 - Prob. 6ECh. 11.3 - Prob. 7ECh. 11.3 - Prob. 8ECh. 11.3 - Prob. 9ECh. 11.3 - Prob. 10ECh. 11.3 - Prob. 11ECh. 11.3 - Prob. 12ECh. 11.3 - Prob. 13ECh. 11.3 - Prob. 14ECh. 11.3 - Prob. 15ECh. 11.3 - Prob. 16ECh. 11.3 - Prob. 17ECh. 11.3 - Prob. 18ECh. 11.3 - Prob. 19ECh. 11.3 - Prob. 20ECh. 11.3 - Prob. 21ECh. 11.3 - Prob. 22ECh. 11.3 - Prob. 23ECh. 11.3 - Prob. 24ECh. 11.3 - Prob. 25ECh. 11.3 - Prob. 26ECh. 11.3 - Prob. 27ECh. 11.3 - Prob. 28ECh. 11.3 - Prob. 29ECh. 11.3 - Prob. 30ECh. 11.3 - Prob. 31ECh. 11.3 - Prob. 32ECh. 11.3 - Prob. 33ECh. 11.3 - Prob. 34ECh. 11.3 - Prob. 35ECh. 11.3 - Prob. 36ECh. 11.3 - Prob. 37ECh. 11.3 - Prob. 38ECh. 11.3 - Prob. 39ECh. 11.3 - Prob. 40ECh. 11.3 - Prob. 41ECh. 11.3 - Prob. 42ECh. 11.3 - Prob. 43ECh. 11.3 - Prob. 44ECh. 11.3 - Prob. 45ECh. 11.3 - Prob. 46ECh. 11.3 - Prob. 47ECh. 11.3 - Prob. 48ECh. 11.3 - Prob. 49ECh. 11.3 - Prob. 50ECh. 11.3 - Prob. 51ECh. 11.3 - Prob. 52ECh. 11.3 - Prob. 53ECh. 11.3 - Prob. 54ECh. 11.3 - Prob. 55ECh. 11.3 - Prob. 56ECh. 11.4 - Prob. 1SRCh. 11.4 - Prob. 2SRCh. 11.4 - Prob. 1DECh. 11.4 - Prob. 2DECh. 11.4 - Prob. 3DECh. 11.4 - Prob. 4DECh. 11.4 - Prob. 5DECh. 11.4 - Prob. 6DECh. 11.4 - Prob. 7DECh. 11.4 - Prob. 8DECh. 11.4 - Prob. 9DECh. 11.4 - Prob. 10DECh. 11.4 - Prob. 11DECh. 11.4 - Prob. 12DECh. 11.4 - Prob. 13DECh. 11.4 - Prob. 14DECh. 11.4 - Prob. 15DECh. 11.4 - Prob. 16DECh. 11.4 - Prob. 1RCCh. 11.4 - Prob. 2RCCh. 11.4 - Prob. 3RCCh. 11.4 - Prob. 4RCCh. 11.4 - Prob. 1CCCh. 11.4 - Prob. 2CCCh. 11.4 - Prob. 3CCCh. 11.4 - Prob. 4CCCh. 11.4 - Prob. 5CCCh. 11.4 - Prob. 6CCCh. 11.4 - Prob. 1ECh. 11.4 - Prob. 2ECh. 11.4 - Prob. 3ECh. 11.4 - Prob. 4ECh. 11.4 - Prob. 5ECh. 11.4 - Prob. 6ECh. 11.4 - Prob. 7ECh. 11.4 - Prob. 8ECh. 11.4 - Prob. 9ECh. 11.4 - Prob. 10ECh. 11.4 - Prob. 11ECh. 11.4 - Prob. 12ECh. 11.4 - Prob. 13ECh. 11.4 - Prob. 14ECh. 11.4 - Prob. 15ECh. 11.4 - Prob. 16ECh. 11.4 - Prob. 17ECh. 11.4 - Prob. 18ECh. 11.4 - Prob. 19ECh. 11.4 - Prob. 20ECh. 11.4 - Prob. 21ECh. 11.4 - Prob. 22ECh. 11.4 - Prob. 23ECh. 11.4 - Prob. 24ECh. 11.4 - Prob. 25ECh. 11.4 - Prob. 26ECh. 11.4 - Prob. 27ECh. 11.4 - Prob. 28ECh. 11.4 - Prob. 29ECh. 11.4 - Prob. 30ECh. 11.4 - Prob. 31ECh. 11.4 - Prob. 32ECh. 11.4 - Prob. 33ECh. 11.4 - Prob. 34ECh. 11.4 - Prob. 35ECh. 11.4 - Prob. 36ECh. 11.4 - Prob. 37ECh. 11.4 - Prob. 38ECh. 11.4 - Prob. 39ECh. 11.4 - Prob. 40ECh. 11.4 - Prob. 41ECh. 11.4 - Prob. 42ECh. 11.4 - Prob. 43ECh. 11.4 - Prob. 44ECh. 11.4 - Prob. 45ECh. 11.4 - Prob. 46ECh. 11.4 - Prob. 47ECh. 11.4 - Prob. 48ECh. 11.4 - Prob. 49ECh. 11.4 - Prob. 50ECh. 11.4 - Prob. 51ECh. 11.4 - Prob. 52ECh. 11.4 - cSolve. 53.62(3x1)=2Ch. 11.4 - Prob. 54ECh. 11.4 - Prob. 55ECh. 11.4 - Prob. 56ECh. 11.4 - Prob. 57ECh. 11.4 - Prob. 58ECh. 11.4 - Prob. 59ECh. 11.4 - Prob. 60ECh. 11.4 - Prob. 61ECh. 11.4 - Prob. 62ECh. 11.4 - Prob. 63ECh. 11.4 - Prob. 64ECh. 11.4 - Prob. 65ECh. 11.4 - Prob. 66ECh. 11.4 - Prob. 67ECh. 11.4 - Prob. 68ECh. 11.4 - Prob. 69ECh. 11.4 - Prob. 70ECh. 11.4 - Prob. 71ECh. 11.4 - Prob. 72ECh. 11.4 - Prob. 73ECh. 11.4 - Fredrika earns 42,100 one year. The next year, she...Ch. 11.4 - Prob. 75ECh. 11.4 - Prob. 76ECh. 11.4 - Prob. 77ECh. 11.4 - Prob. 78ECh. 11.4 - Prob. 79ECh. 11.5 - Prob. 1SRCh. 11.5 - Prob. 2SRCh. 11.5 - Prob. 1DECh. 11.5 - Prob. 2DECh. 11.5 - Prob. 3DECh. 11.5 - Prob. 4DECh. 11.5 - Prob. 1RCCh. 11.5 - Prob. 2RCCh. 11.5 - Prob. 3RCCh. 11.5 - Prob. 4RCCh. 11.5 - Prob. 1CCCh. 11.5 - Prob. 2CCCh. 11.5 - Prob. 3CCCh. 11.5 - Prob. 4CCCh. 11.5 - Prob. 5CCCh. 11.5 - Prob. 1ECh. 11.5 - Prob. 2ECh. 11.5 - Prob. 3ECh. 11.5 - Prob. 4ECh. 11.5 - Prob. 5ECh. 11.5 - Prob. 6ECh. 11.5 - Prob. 7ECh. 11.5 - Prob. 8ECh. 11.5 - Prob. 9ECh. 11.5 - Prob. 10ECh. 11.5 - Prob. 11ECh. 11.5 - Prob. 12ECh. 11.5 - Prob. 13ECh. 11.5 - Prob. 14ECh. 11.5 - Prob. 15ECh. 11.5 - Prob. 16ECh. 11.5 - Prob. 17ECh. 11.5 - Prob. 18ECh. 11.5 - Prob. 19ECh. 11.5 - Prob. 20ECh. 11.5 - Prob. 21ECh. 11.5 - Prob. 22ECh. 11.5 - Prob. 23ECh. 11.5 - Prob. 24ECh. 11.5 - Prob. 25ECh. 11.5 - Prob. 26ECh. 11.5 - Prob. 27ECh. 11.5 - Prob. 28ECh. 11.5 - Prob. 29ECh. 11.5 - bSolve. Clear decimals first. 30.6.7+0.001y=9.82Ch. 11.5 - Prob. 31ECh. 11.5 - Prob. 32ECh. 11.5 - Prob. 33ECh. 11.5 - Prob. 34ECh. 11.5 - Prob. 35ECh. 11.5 - Prob. 36ECh. 11.5 - Prob. 37ECh. 11.5 - Prob. 38ECh. 11.5 - Prob. 39ECh. 11.5 - Prob. 40ECh. 11.5 - Prob. 41ECh. 11.5 - Prob. 42ECh. 11.5 - Prob. 43ECh. 11.5 - Prob. 44ECh. 11.5 - Prob. 45ECh. 11.5 - Prob. 46ECh. 11.5 - Prob. 47ECh. 11.6 - Prob. 1DECh. 11.6 - Prob. 2DECh. 11.6 - Translate each phrase to an algebraic expression....Ch. 11.6 - Prob. 4DECh. 11.6 - Prob. 5DECh. 11.6 - Prob. 6DECh. 11.6 - Prob. 7DECh. 11.6 - Prob. 8DECh. 11.6 - Prob. 9DECh. 11.6 - Prob. 10DECh. 11.6 - Prob. 11DECh. 11.6 - Prob. 12DECh. 11.6 - Prob. 13DECh. 11.6 - Prob. 14DECh. 11.6 - Average Test Score.Sams average score on his first...Ch. 11.6 - Simple Interest.An investment is made at 5% simple...Ch. 11.6 - Prob. 1RCCh. 11.6 - Prob. 2RCCh. 11.6 - Prob. 3RCCh. 11.6 - Prob. 4RCCh. 11.6 - Prob. 5RCCh. 11.6 - Prob. 1CCCh. 11.6 - Prob. 2CCCh. 11.6 - aTranslate to an algebraic expression. 1.Three...Ch. 11.6 - Prob. 2ECh. 11.6 - Prob. 3ECh. 11.6 - Prob. 4ECh. 11.6 - Prob. 5ECh. 11.6 - Prob. 6ECh. 11.6 - Prob. 7ECh. 11.6 - Prob. 8ECh. 11.6 - Prob. 9ECh. 11.6 - Prob. 10ECh. 11.6 - Prob. 11ECh. 11.6 - Prob. 12ECh. 11.6 - College Enrollment.In 2014, the U.S. college with...Ch. 11.6 - Prob. 14ECh. 11.6 - Medals of Honor.In 1863, the U.S. Secretary of War...Ch. 11.6 - Prob. 16ECh. 11.6 - 500 Festival Mini-Marathon.On May 6, 2017, 22, 752...Ch. 11.6 - Prob. 18ECh. 11.6 - Prob. 19ECh. 11.6 - Prob. 20ECh. 11.6 - Prob. 21ECh. 11.6 - Prob. 22ECh. 11.6 - Prob. 23ECh. 11.6 - Prob. 24ECh. 11.6 - Prob. 25ECh. 11.6 - Prob. 26ECh. 11.6 - Prob. 27ECh. 11.6 - Prob. 28ECh. 11.6 - Prob. 29ECh. 11.6 - Prob. 30ECh. 11.6 - Prob. 31ECh. 11.6 - Prob. 32ECh. 11.6 - Prob. 33ECh. 11.6 - Prob. 34ECh. 11.6 - Prob. 35ECh. 11.6 - Prob. 36ECh. 11.6 - Prob. 37ECh. 11.6 - Prob. 38ECh. 11.6 - Prob. 39ECh. 11.6 - Prob. 40ECh. 11.6 - Prob. 41ECh. 11.6 - Prob. 42ECh. 11.6 - Prob. 43ECh. 11.6 - Prob. 44ECh. 11.6 - Prob. 45ECh. 11.6 - Prob. 46ECh. 11.6 - Prob. 47ECh. 11.6 - Prob. 48ECh. 11.6 - Prob. 49ECh. 11.6 - Prob. 50ECh. 11.6 - Prob. 51ECh. 11.6 - Prob. 52ECh. 11.6 - Prob. 53ECh. 11.6 - Prob. 54ECh. 11 - Prob. 1MCCh. 11 - Prob. 2MCCh. 11 - Prob. 3MCCh. 11 - Prob. 4MCCh. 11 - Prob. 5MCCh. 11 - Prob. 6MCCh. 11 - Prob. 7MCCh. 11 - Prob. 8MCCh. 11 - Prob. 9MCCh. 11 - Prob. 10MCCh. 11 - Prob. 11MCCh. 11 - Prob. 12MCCh. 11 - Prob. 13MCCh. 11 - Prob. 14MCCh. 11 - Prob. 15MCCh. 11 - Prob. 16MCCh. 11 - Prob. 17MCCh. 11 - Prob. 18MCCh. 11 - Prob. 19MCCh. 11 - Prob. 20MCCh. 11 - Prob. 21MCCh. 11 - Prob. 22MCCh. 11 - Prob. 23MCCh. 11 - Prob. 24MCCh. 11 - Prob. 25MCCh. 11 - Prob. 26MCCh. 11 - Prob. 27MCCh. 11 - Prob. 28MCCh. 11 - Prob. 29MCCh. 11 - Solve. 30.x6=14Ch. 11 - Prob. 31MCCh. 11 - Prob. 32MCCh. 11 - Prob. 33MCCh. 11 - Prob. 34MCCh. 11 - Prob. 35MCCh. 11 - Prob. 36MCCh. 11 - Prob. 37MCCh. 11 - Prob. 38MCCh. 11 - Prob. 39MCCh. 11 - Prob. 40MCCh. 11 - Prob. 41MCCh. 11 - Prob. 42MCCh. 11 - Prob. 43MCCh. 11 - Prob. 44MCCh. 11 - Prob. 45MCCh. 11 - Prob. 46MCCh. 11 - Prob. 47MCCh. 11 - Prob. 48MCCh. 11 - Prob. 49MCCh. 11 - Prob. 1VRCh. 11 - Prob. 2VRCh. 11 - Prob. 3VRCh. 11 - Prob. 4VRCh. 11 - Prob. 5VRCh. 11 - Prob. 6VRCh. 11 - Prob. 7VRCh. 11 - Prob. 1CRCh. 11 - Prob. 2CRCh. 11 - Prob. 3CRCh. 11 - Prob. 4CRCh. 11 - Prob. 1PECh. 11 - Prob. 2PECh. 11 - Prob. 3PECh. 11 - Prob. 4PECh. 11 - Prob. 5PECh. 11 - Prob. 6PECh. 11 - Prob. 7PECh. 11 - Prob. 8PECh. 11 - Prob. 9PECh. 11 - Prob. 10PECh. 11 - Prob. 11PECh. 11 - Prob. 1RECh. 11 - Prob. 2RECh. 11 - Prob. 3RECh. 11 - Prob. 4RECh. 11 - Prob. 5RECh. 11 - Prob. 6RECh. 11 - Prob. 7RECh. 11 - Prob. 8RECh. 11 - Prob. 9RECh. 11 - Prob. 10RECh. 11 - Prob. 11RECh. 11 - Prob. 12RECh. 11 - Prob. 13RECh. 11 - Prob. 14RECh. 11 - Prob. 15RECh. 11 - Prob. 16RECh. 11 - Prob. 17RECh. 11 - Prob. 18RECh. 11 - Prob. 19RECh. 11 - Prob. 20RECh. 11 - Prob. 21RECh. 11 - Prob. 22RECh. 11 - Prob. 23RECh. 11 - Prob. 24RECh. 11 - Prob. 25RECh. 11 - Prob. 26RECh. 11 - Prob. 27RECh. 11 - Solve. 28.0.22y0.6=0.12y+30.8yCh. 11 - Prob. 29RECh. 11 - Prob. 30RECh. 11 - Prob. 31RECh. 11 - Prob. 32RECh. 11 - Prob. 33RECh. 11 - Prob. 34RECh. 11 - Prob. 35RECh. 11 - Prob. 36RECh. 11 - Prob. 37RECh. 11 - Prob. 38RECh. 11 - Prob. 39RECh. 11 - Prob. 40RECh. 11 - Prob. 41RECh. 11 - Prob. 42RECh. 11 - Prob. 43RECh. 11 - Prob. 44RECh. 11 - Prob. 45RECh. 11 - Prob. 46RECh. 11 - Prob. 47RECh. 11 - Prob. 48RECh. 11 - Prob. 49RECh. 11 - Prob. 1TCh. 11 - Prob. 2TCh. 11 - Prob. 3TCh. 11 - Prob. 4TCh. 11 - Prob. 5TCh. 11 - Prob. 6TCh. 11 - Prob. 7TCh. 11 - Prob. 8TCh. 11 - Prob. 9TCh. 11 - Prob. 10TCh. 11 - Prob. 11TCh. 11 - Prob. 12TCh. 11 - Prob. 13TCh. 11 - Prob. 14TCh. 11 - Prob. 15TCh. 11 - Prob. 16TCh. 11 - Prob. 17TCh. 11 - Prob. 18TCh. 11 - Prob. 19TCh. 11 - Prob. 20TCh. 11 - Prob. 21TCh. 11 - Prob. 22TCh. 11 - Prob. 23TCh. 11 - Prob. 24TCh. 11 - Prob. 25TCh. 11 - Prob. 26TCh. 11 - Prob. 27TCh. 11 - Prob. 28TCh. 11 - Prob. 1CURCh. 11 - Prob. 2CURCh. 11 - Prob. 3CURCh. 11 - Prob. 4CURCh. 11 - Prob. 5CURCh. 11 - Prob. 6CURCh. 11 - Prob. 7CURCh. 11 - Prob. 8CURCh. 11 - Prob. 9CURCh. 11 - Prob. 10CURCh. 11 - Prob. 11CURCh. 11 - Prob. 12CURCh. 11 - Prob. 13CURCh. 11 - Prob. 14CURCh. 11 - Prob. 15CURCh. 11 - Prob. 16CURCh. 11 - Prob. 17CURCh. 11 - Prob. 18CURCh. 11 - Prob. 19CURCh. 11 - Prob. 20CURCh. 11 - Prob. 21CURCh. 11 - Prob. 22CURCh. 11 - Prob. 23CURCh. 11 - Prob. 24CURCh. 11 - Prob. 25CURCh. 11 - Prob. 26CURCh. 11 - Prob. 27CURCh. 11 - Prob. 28CURCh. 11 - Prob. 29CURCh. 11 - Prob. 30CURCh. 11 - Prob. 31CURCh. 11 - Prob. 32CURCh. 11 - Prob. 33CURCh. 11 - Prob. 34CURCh. 11 - Prob. 35CURCh. 11 - Prob. 36CURCh. 11 - Prob. 37CURCh. 11 - Prob. 38CURCh. 11 - Prob. 39CURCh. 11 - Prob. 40CURCh. 11 - Prob. 41CURCh. 11 - Prob. 42CURCh. 11 - Prob. 43CURCh. 11 - Prob. 44CURCh. 11 - Prob. 45CURCh. 11 - Prob. 46CURCh. 11 - Prob. 47CURCh. 11 - Prob. 48CURCh. 11 - Prob. 49CURCh. 11 - Prob. 50CURCh. 11 - Prob. 51CURCh. 11 - Prob. 52CURCh. 11 - Prob. 53CURCh. 11 - Prob. 54CURCh. 11 - Prob. 55CURCh. 11 - Convert to percent notation. 56.1720Ch. 11 - Prob. 57CURCh. 11 - Prob. 58CURCh. 11 - Prob. 59CURCh. 11 - Prob. 60CURCh. 11 - Prob. 61CURCh. 11 - Prob. 62CURCh. 11 - Prob. 63CURCh. 11 - Prob. 64CURCh. 11 - Prob. 65CURCh. 11 - Prob. 66CURCh. 11 - Prob. 67CURCh. 11 - Prob. 68CURCh. 11 - Prob. 69CURCh. 11 - Prob. 70CURCh. 11 - Prob. 71CURCh. 11 - Prob. 72CURCh. 11 - Prob. 73CURCh. 11 - Prob. 74CURCh. 11 - Prob. 75CURCh. 11 - Prob. 76CURCh. 11 - Prob. 77CURCh. 11 - Prob. 78CURCh. 11 - Prob. 79CURCh. 11 - Prob. 80CURCh. 11 - Prob. 81CURCh. 11 - Prob. 82CURCh. 11 - Prob. 83CURCh. 11 - Prob. 84CURCh. 11 - Prob. 85CURCh. 11 - Prob. 86CURCh. 11 - Prob. 87CURCh. 11 - Prob. 88CURCh. 11 - Prob. 89CURCh. 11 - Prob. 90CURCh. 11 - Prob. 91CURCh. 11 - Prob. 92CURCh. 11 - Prob. 93CURCh. 11 - Prob. 94CURCh. 11 - Prob. 95CURCh. 11 - Prob. 96CURCh. 11 - Prob. 97CURCh. 11 - Prob. 98CURCh. 11 - Prob. 99CURCh. 11 - Prob. 100CURCh. 11 - Prob. 101CURCh. 11 - Prob. 102CURCh. 11 - Prob. 103CURCh. 11 - Prob. 104CURCh. 11 - Prob. 105CURCh. 11 - Prob. 106CURCh. 11 - Prob. 107CURCh. 11 - Prob. 108CURCh. 11 - Prob. 109CURCh. 11 - Prob. 110CURCh. 11 - Prob. 111CURCh. 11 - Prob. 112CURCh. 11 - Prob. 113CURCh. 11 - Prob. 114CURCh. 11 - Prob. 115CURCh. 11 - Prob. 116CURCh. 11 - Prob. 117CURCh. 11 - Translate to an algebraic expression. 118.17 more...Ch. 11 - Prob. 119CURCh. 11 - Prob. 120CURCh. 11 - Prob. 121CURCh. 11 - Prob. 122CURCh. 11 - Prob. 123CURCh. 11 - Prob. 124CURCh. 11 - Prob. 125CURCh. 11 - Prob. 126CURCh. 11 - Prob. 127CURCh. 11 - Prob. 128CUR
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