
A Survey of Mathematics with Applications (10th Edition) - Standalone book
10th Edition
ISBN: 9780134466378
Author: Angel
Publisher: PEARSON
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Question
Chapter 7.2, Problem 53E
To determine
To find: The metric unit that would best express the volume of the statement “Root beer in a root beer float”.
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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
A Survey of Mathematics with Applications (10th Edition) - Standalone book
Ch. 7.1 - In Exercises 110, fill in the blanks with an...Ch. 7.1 - Prob. 2ECh. 7.1 - In Exercises 110, fill in the blanks with an...Ch. 7.1 - Prob. 4ECh. 7.1 - In Exercises 110, fill in the blanks with an...Ch. 7.1 - Prob. 6ECh. 7.1 - Prob. 7ECh. 7.1 - Prob. 8ECh. 7.1 - Prob. 9ECh. 7.1 - Prob. 10E
Ch. 7.1 - In Exercises 1116, match the given prefix with the...Ch. 7.1 - In Exercises 1116, match the given prefix with the...Ch. 7.1 - In Exercises 1116, match the given prefix with the...Ch. 7.1 - In Exercises 1116, match the given prefix with the...Ch. 7.1 - In Exercises 1116, match the given prefix with the...Ch. 7.1 - In Exercises 1116, match the given prefix with the...Ch. 7.1 - Complete the following. a. 1 hectogram = ________...Ch. 7.1 - Complete the following. a. 1 centiliter =...Ch. 7.1 - In Exercises 1923, without referring to any of the...Ch. 7.1 - Prob. 20ECh. 7.1 - In Exercises 1923, without referring to any of the...Ch. 7.1 - Prob. 22ECh. 7.1 - Prob. 23ECh. 7.1 - Prob. 24ECh. 7.1 - Maximum Mass In Exercises 25 and 26, use the photo...Ch. 7.1 - Prob. 26ECh. 7.1 - In Exercises 2732, fill in the missing values. 27....Ch. 7.1 - Prob. 28ECh. 7.1 - In Exercises 2732, fill in the missing values. 29....Ch. 7.1 - Prob. 30ECh. 7.1 - In Exercises 2732, fill in the missing values. 31....Ch. 7.1 - In Exercises 2732, fill in the missing values. 32....Ch. 7.1 - In Exercises 3338, convert the given unit to the...Ch. 7.1 - In Exercises 3338, convert the given unit to the...Ch. 7.1 - In Exercises 3338, convert the given unit to the...Ch. 7.1 - In Exercises 3338, convert the given unit to the...Ch. 7.1 - In Exercises 3338, convert the given unit to the...Ch. 7.1 - In Exercises 3338, convert the given unit to the...Ch. 7.1 - In Exercises 3946, use the following information...Ch. 7.1 - Prob. 40ECh. 7.1 - In Exercises 3946, use the following information...Ch. 7.1 - In Exercises 3946, use the following information...Ch. 7.1 - In Exercises 3946, use the following information...Ch. 7.1 - In Exercises 3946, use the following information...Ch. 7.1 - In Exercises 3946, use the following information...Ch. 7.1 - In Exercises 3946, use the following information...Ch. 7.1 - In Exercises 4752, arrange the quantities in order...Ch. 7.1 - In Exercises 4752, arrange the quantities in order...Ch. 7.1 - In Exercises 4752, arrange the quantities in order...Ch. 7.1 - In Exercises 4752, arrange the quantities in order...Ch. 7.1 - In Exercises 4752, arrange the quantities in order...Ch. 7.1 - In Exercises 4752, arrange the quantities in order...Ch. 7.1 - Walking Would you be walking faster if you walked...Ch. 7.1 - Who Ran Faster Jim ran 100 m, and Bob ran 100 yd...Ch. 7.1 - Water Removal One pump removes 1 da of water in 1...Ch. 7.1 - Balance If 5 kg ate placed on one side of a...Ch. 7.1 - Mount Fuji and Pikes Peak The most visited...Ch. 7.1 - 2014 Ford Mustang The 2014 Ford Mustang gets about...Ch. 7.1 - Calcium Tablets Sean lakes two 250-mg chewable...Ch. 7.1 - Framing a Painting A painting, including the...Ch. 7.1 - Liters of Soda A bottle of soda contains 360 m. a....Ch. 7.1 - Track and Field A high school has a 400-m oval...Ch. 7.1 - A Home Run A baseball diamond is a square whose...Ch. 7.1 - Prob. 64ECh. 7.1 - In Exercises 6568, fill in the blank to make a...Ch. 7.1 - Prob. 66ECh. 7.1 - Prob. 67ECh. 7.1 - Prob. 68ECh. 7.1 - Prob. 69ECh. 7.1 - Prob. 70ECh. 7.1 - Prob. 71ECh. 7.1 - Prob. 72ECh. 7.1 - Prob. 73ECh. 7.1 - Prob. 74ECh. 7.2 - In Exercises 110, fill in the blanks with an...Ch. 7.2 - In Exercises 110, fill in the blanks with an...Ch. 7.2 - In Exercises 110, fill in the blanks with an...Ch. 7.2 - In Exercises 110, fill in the blanks with an...Ch. 7.2 - In Exercises 110, fill in the blanks with an...Ch. 7.2 - Prob. 6ECh. 7.2 - Prob. 7ECh. 7.2 - Prob. 8ECh. 7.2 - Prob. 9ECh. 7.2 - Prob. 10ECh. 7.2 - In Exercises 1118, indicate the metric unit of...Ch. 7.2 - Prob. 12ECh. 7.2 - In Exercises 1118, indicate the metric unit of...Ch. 7.2 - Prob. 14ECh. 7.2 - Prob. 15ECh. 7.2 - Prob. 16ECh. 7.2 - In Exercises 1118, indicate the metric unit of...Ch. 7.2 - Prob. 18ECh. 7.2 - In Exercises 1924, choose the best answer. 19. The...Ch. 7.2 - In Exercises 1924, choose the best answer. 20. A...Ch. 7.2 - In Exercises 1924, choose the best answer. 21. The...Ch. 7.2 - Prob. 22ECh. 7.2 - In Exercises 1924, choose the best answer. 23. The...Ch. 7.2 - Prob. 24ECh. 7.2 - Prob. 25ECh. 7.2 - Prob. 26ECh. 7.2 - In Exercises 2530, (a) estimate the item in metric...Ch. 7.2 - Prob. 28ECh. 7.2 - Prob. 29ECh. 7.2 - Prob. 30ECh. 7.2 - Prob. 31ECh. 7.2 - Prob. 32ECh. 7.2 - Prob. 33ECh. 7.2 - In Exercises 3136, indicate the metric unit of...Ch. 7.2 - Prob. 35ECh. 7.2 - Prob. 36ECh. 7.2 - In Exercises 3742, choose the best answer. 37. A...Ch. 7.2 - In Exercises 3742, choose the best answer. 38. The...Ch. 7.2 - In Exercises 3742, choose the best answer 39. The...Ch. 7.2 - In Exercises 3742, choose the best answer. 40. The...Ch. 7.2 - In Exercises 3742, choose the best answer 41. The...Ch. 7.2 - In Exercises 3742, choose the best answer 42. The...Ch. 7.2 - Prob. 43ECh. 7.2 - In Exercises 4348, (a) estimate the area of the...Ch. 7.2 - Prob. 45ECh. 7.2 - Prob. 46ECh. 7.2 - Prob. 47ECh. 7.2 - In Exercises 4348, (a) estimate the area of the...Ch. 7.2 - Prob. 49ECh. 7.2 - Prob. 50ECh. 7.2 - Prob. 51ECh. 7.2 - In Exercises 4956, determine the metric unit that...Ch. 7.2 - Prob. 53ECh. 7.2 - Prob. 54ECh. 7.2 - In Exercises 4956, determine the metric unit that...Ch. 7.2 - In Exercises 4956, determine the metric unit that...Ch. 7.2 - In Exercises 5764, choose the best answer to...Ch. 7.2 - In Exercises 5764, choose the best answer to...Ch. 7.2 - In Exercises 5764, choose the best answer to...Ch. 7.2 - In Exercises 5764, choose the best answer to...Ch. 7.2 - In Exercises 5764, choose the best answer to...Ch. 7.2 - In Exercises 5764, choose the best answer to...Ch. 7.2 - In Exercises 5764, choose the best answer to...Ch. 7.2 - Prob. 64ECh. 7.2 - Prob. 65ECh. 7.2 - Prob. 66ECh. 7.2 - Prob. 67ECh. 7.2 - In Exercises 6568, (a) estimate the volume in...Ch. 7.2 - In Exercises 6972, select the best answer. 69. One...Ch. 7.2 - In Exercises 6972, select the best answer. 70. One...Ch. 7.2 - In Exercises 6972, select the best answer. 71. One...Ch. 7.2 - Prob. 72ECh. 7.2 - Prob. 75ECh. 7.2 - Prob. 76ECh. 7.2 - Prob. 77ECh. 7.2 - Prob. 78ECh. 7.2 - Prob. 79ECh. 7.2 - Prob. 80ECh. 7.2 - In Exercises 7386, when appropriate, use the key...Ch. 7.2 - Prob. 82ECh. 7.2 - Prob. 83ECh. 7.2 - Prob. 84ECh. 7.2 - Prob. 85ECh. 7.2 - Prob. 86ECh. 7.2 - Prob. 87ECh. 7.2 - Prob. 88ECh. 7.2 - Prob. 89ECh. 7.2 - Prob. 90ECh. 7.2 - Prob. 91ECh. 7.2 - Prob. 92ECh. 7.2 - In Exercises 9396, fill in the blank. 93. 501 cm3...Ch. 7.2 - In Exercises 9396, fill in the blank. 94. 435 cm3...Ch. 7.2 - In Exercises 9396, fill in the blank. 95. 263 k =...Ch. 7.2 - In Exercises 9396, fill in the blank. 96. 4.2 =...Ch. 7.2 - Glacier In Exercises 97 and 98, assume that a part...Ch. 7.2 - Glacier In Exercises 97 and 98, assume that a part...Ch. 7.2 - Challenge Problems/Group Activities In Exercises...Ch. 7.2 - Challenge Problems/Group Activities In Exercises...Ch. 7.2 - Prob. 101ECh. 7.2 - Prob. 102ECh. 7.3 - In Exercises 18, fill in the blanks with an...Ch. 7.3 - In Exercises 18, fill in the blanks with an...Ch. 7.3 - In Exercises 18, fill in the blanks with an...Ch. 7.3 - In Exercises 18, fill in the blanks with an...Ch. 7.3 - In Exercises 18, fill in the blanks with an...Ch. 7.3 - In Exercises 18, fill in the blanks with an...Ch. 7.3 - In Exercises 18, fill in the blanks with an...Ch. 7.3 - In Exercises 18, fill in the blanks with an...Ch. 7.3 - In Exercises 918, indicate the metric unit of...Ch. 7.3 - In Exercises 918, indicate the metric unit of...Ch. 7.3 - In Exercises 918, indicate the metric unit of...Ch. 7.3 - In Exercises 918, indicate the metric unit of...Ch. 7.3 - In Exercises 918, indicate the metric unit of...Ch. 7.3 - In Exercises 918, indicate the metric unit of...Ch. 7.3 - In Exercises 918, indicate the metric unit of...Ch. 7.3 - In Exercises 918, indicate the metric unit of...Ch. 7.3 - In Exercises 918, indicate the metric unit of...Ch. 7.3 - In Exercises 918, indicate the metric unit of...Ch. 7.3 - In Exercises 1924, select the best answer. 19. The...Ch. 7.3 - In Exercises 1924, select the best answer. 20. The...Ch. 7.3 - In Exercises 1924, select the best answer. 21. The...Ch. 7.3 - In Exercises 1924, select the best answer. 22. The...Ch. 7.3 - In Exercises 1924, select the best answer. 23. The...Ch. 7.3 - In Exercises 1924, select the best answer. 24. The...Ch. 7.3 - In Exercises 2528, estimate the mass of the item....Ch. 7.3 - In Exercises 2528, estimate the mass of the item....Ch. 7.3 - In Exercises 2528, estimate the mass of the item....Ch. 7.3 - In Exercises 2528, estimate the mass of the item....Ch. 7.3 - In Exercises 2936, choose the best answer. Use...Ch. 7.3 - In Exercises 2936, choose the best answer. Use...Ch. 7.3 - In Exercises 2936, choose the best answer. Use...Ch. 7.3 - In Exercises 2936, choose the best answer. Use...Ch. 7.3 - In Exercises 2936, choose the best answer. Use...Ch. 7.3 - In Exercises 2936, choose the best answer. Use...Ch. 7.3 - In Exercises 2936, choose the best answer. Use...Ch. 7.3 - In Exercises 2936, choose the best answer. Use...Ch. 7.3 - In Exercises 3750, convert each temperature as...Ch. 7.3 - In Exercises 3750, convert each temperature as...Ch. 7.3 - In Exercises 3750, convert each temperature as...Ch. 7.3 - In Exercises 3750, convert each temperature as...Ch. 7.3 - In Exercises 3750, convert each temperature as...Ch. 7.3 - In Exercises 3750, convert each temperature as...Ch. 7.3 - In Exercises 3750, convert each temperature as...Ch. 7.3 - In Exercises 3750, convert each temperature as...Ch. 7.3 - In Exercises 3750, convert each temperature as...Ch. 7.3 - Prob. 46ECh. 7.3 - Prob. 47ECh. 7.3 - Prob. 48ECh. 7.3 - Prob. 49ECh. 7.3 - Prob. 50ECh. 7.3 - Prob. 51ECh. 7.3 - Prob. 52ECh. 7.3 - Prob. 53ECh. 7.3 - Prob. 54ECh. 7.3 - Prob. 55ECh. 7.3 - Prob. 56ECh. 7.3 - Prob. 57ECh. 7.3 - Prob. 58ECh. 7.3 - Curry As shown in the photo, curry being sold at...Ch. 7.3 - Prob. 60ECh. 7.3 - Prob. 61ECh. 7.3 - Prob. 62ECh. 7.3 - Prob. 63ECh. 7.3 - Prob. 64ECh. 7.3 - Prob. 65ECh. 7.3 - Prob. 66ECh. 7.3 - Prob. 67ECh. 7.3 - Prob. 68ECh. 7.3 - Prob. 69ECh. 7.3 - Fish Tank A rectangular fish tank is 1 yd long by...Ch. 7.3 - Prob. 71ECh. 7.3 - Prob. 72ECh. 7.4 - In Exercises 110, fill in the blanks with an...Ch. 7.4 - In Exercises 110, fill in the blanks with an...Ch. 7.4 - In Exercises 110, fill in the blanks with aft...Ch. 7.4 - In Exercises 110, fill in the blanks with an...Ch. 7.4 - In Exercises 110, fill in the blanks with an...Ch. 7.4 - In Exercises 110, fill in the blanks with an...Ch. 7.4 - In Exercises 110, fill in the blanks with an...Ch. 7.4 - In Exercises 110, fill in the blanks with an...Ch. 7.4 - In Exercises 110, fill in the blanks with an...Ch. 7.4 - In Exercises 110, fill in the blanks with an...Ch. 7.4 - In Exercises 1126, convert the quantity to the...Ch. 7.4 - In Exercises 1126, convert the quantity to the...Ch. 7.4 - In Exercises 1126, convert the quantity to the...Ch. 7.4 - In Exercises 1126, convert the quantity to the...Ch. 7.4 - In Exercises 1126, convert the quantity to the...Ch. 7.4 - In Exercises 1126, convert the quantity to the...Ch. 7.4 - In Exercises 1126, convert the quantity to the...Ch. 7.4 - In Exercises 1126, convert the quantity to the...Ch. 7.4 - In Exercises 1126, convert the quantity to the...Ch. 7.4 - In Exercises 1126, convert the quantity to the...Ch. 7.4 - In Exercises 1126, convert the quantity to the...Ch. 7.4 - In Exercises 1126, convert the quantity to the...Ch. 7.4 - In Exercises 1126, convert the quantity to the...Ch. 7.4 - In Exercises 1126, convert the quantity to the...Ch. 7.4 - In Exercises 1126, convert the quantity to the...Ch. 7.4 - In Exercises 1126, convert the quantity to the...Ch. 7.4 - In Exercises 2730, use the part of the scorecard...Ch. 7.4 - In Exercises 2730, use the part of the scorecard...Ch. 7.4 - In Exercises 2730, use the part of the scorecard...Ch. 7.4 - In Exercises 2730, use the part of the scorecard...Ch. 7.4 - In Exercises 3159, when necessary round your...Ch. 7.4 - Prob. 32ECh. 7.4 - In Exercises 3159, when necessary round your...Ch. 7.4 - In Exercises 3159, when necessary round your...Ch. 7.4 - In Exercises 3159, when necessary round your...Ch. 7.4 - Prob. 36ECh. 7.4 - Prob. 37ECh. 7.4 - In Exercises 3159, when necessary round your...Ch. 7.4 - Prob. 39ECh. 7.4 - Prob. 40ECh. 7.4 - Prob. 41ECh. 7.4 - Prob. 42ECh. 7.4 - Prob. 43ECh. 7.4 - Prob. 44ECh. 7.4 - Prob. 45ECh. 7.4 - In Exercises 3159, when necessary round your...Ch. 7.4 - Prob. 47ECh. 7.4 - Prob. 48ECh. 7.4 - In Exercises 3159, when necessary round your...Ch. 7.4 - Prob. 50ECh. 7.4 - In Exercises 3159, when necessary round your...Ch. 7.4 - Prob. 52ECh. 7.4 - Prob. 53ECh. 7.4 - Prob. 54ECh. 7.4 - Prob. 55ECh. 7.4 - Prob. 56ECh. 7.4 - Prob. 57ECh. 7.4 - In Exercises 3159, when necessary round your...Ch. 7.4 - Prob. 59ECh. 7.4 - Prob. 60ECh. 7.4 - Prob. 61ECh. 7.4 - Prob. 62ECh. 7.4 - Prob. 63ECh. 7 - In Exercises 16, indicate the meaning of the...Ch. 7 - In Exercises 16, indicate the meaning of the...Ch. 7 - In Exercises 16, indicate the meaning of the...Ch. 7 - In Exercises 16, indicate the meaning of the...Ch. 7 - In Exercises 16, indicate the meaning of the...Ch. 7 - In Exercises 16, indicate the meaning of the...Ch. 7 - In Exercises 712, change the given quantity to the...Ch. 7 - In Exercises 712, change the given quantity to the...Ch. 7 - In Exercises 712, change the given quantity to the...Ch. 7 - In Exercises 712, change the given quantity to the...Ch. 7 - In Exercises 712, change the given quantity to the...Ch. 7 - In Exercises 712, change the given quantity to the...Ch. 7 - In Exercises 13 and 14, arrange the quantities...Ch. 7 - In Exercises 13 and 14, arrange the quantities...Ch. 7 - Prob. 15RECh. 7 - Prob. 16RECh. 7 - Prob. 17RECh. 7 - Prob. 18RECh. 7 - Prob. 19RECh. 7 - Prob. 20RECh. 7 - Prob. 23RECh. 7 - Prob. 24RECh. 7 - Prob. 25RECh. 7 - Prob. 26RECh. 7 - Prob. 27RECh. 7 - Prob. 28RECh. 7 - Prob. 29RECh. 7 - Prob. 30RECh. 7 - Prob. 31RECh. 7 - Prob. 32RECh. 7 - Prob. 33RECh. 7 - Prob. 34RECh. 7 - Prob. 37RECh. 7 - Prob. 38RECh. 7 - Prob. 39RECh. 7 - A square kilometer is a square with length and...Ch. 7 - Prob. 41RECh. 7 - Prob. 42RECh. 7 - Prob. 43RECh. 7 - Prob. 44RECh. 7 - Prob. 45RECh. 7 - Prob. 46RECh. 7 - Prob. 47RECh. 7 - Prob. 48RECh. 7 - Prob. 49RECh. 7 - Prob. 50RECh. 7 - Prob. 51RECh. 7 - Prob. 52RECh. 7 - Prob. 53RECh. 7 - Prob. 54RECh. 7 - Prob. 55RECh. 7 - Prob. 56RECh. 7 - Prob. 57RECh. 7 - Prob. 1TCh. 7 - Prob. 2TCh. 7 - Prob. 3TCh. 7 - Prob. 4TCh. 7 - Prob. 5TCh. 7 - Prob. 6TCh. 7 - Prob. 7TCh. 7 - Prob. 8TCh. 7 - Prob. 9TCh. 7 - Prob. 10TCh. 7 - Prob. 11TCh. 7 - Prob. 12TCh. 7 - Prob. 13TCh. 7 - Prob. 14TCh. 7 - Prob. 15TCh. 7 - Prob. 16TCh. 7 - Prob. 17TCh. 7 - At the Aquarium A rectangular fish tank at an...Ch. 7 - Cost of Paint The first coat of paint for the...Ch. 7 - Prob. 20T
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