ALEKS 360 ESSENT. STAT ACCESS CARD
2nd Edition
ISBN: 9781266836428
Author: Navidi
Publisher: MCG
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Textbook Question
Chapter 4.4, Problem 8E
In Exercises 7 and 8, fill in the blank with the appropriate word or phrase:
8. The number of permutations of 6 objects is ______.
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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 4 Solutions
ALEKS 360 ESSENT. STAT ACCESS CARD
Ch. 4.1 - 1. In Example 4.4, what is the probability that...Ch. 4.1 - Prob. 2CYUCh. 4.1 - Prob. 3CYUCh. 4.1 - Prob. 4CYUCh. 4.1 - Prob. 5ECh. 4.1 - In Exercises 5–8, fill in each blank with the...Ch. 4.1 - Prob. 7ECh. 4.1 - In Exercises 5–8, fill in each blank with the...Ch. 4.1 - Prob. 9ECh. 4.1 - Prob. 10E
Ch. 4.1 - Prob. 11ECh. 4.1 - Prob. 12ECh. 4.1 - Prob. 13ECh. 4.1 - Prob. 14ECh. 4.1 - Prob. 15ECh. 4.1 - Prob. 16ECh. 4.1 - Prob. 17ECh. 4.1 - Prob. 18ECh. 4.1 - Prob. 19ECh. 4.1 - Prob. 20ECh. 4.1 - Prob. 21ECh. 4.1 - In Exercises 21–24, assume that a coin is tossed...Ch. 4.1 - Prob. 23ECh. 4.1 - In Exercises 21–24, assume that a coin is tossed...Ch. 4.1 - How probable is it? Someone computes the...Ch. 4.1 - Prob. 26ECh. 4.1 - Prob. 27ECh. 4.1 - Prob. 28ECh. 4.1 - Prob. 29ECh. 4.1 - 30. A coin flip: A fair coin is tossed three...Ch. 4.1 - 31. Empirical Method: A coin is tossed 400 times...Ch. 4.1 - Prob. 32ECh. 4.1 - Prob. 33ECh. 4.1 - Prob. 34ECh. 4.1 - Prob. 35ECh. 4.1 - Prob. 36ECh. 4.1 - Prob. 37ECh. 4.1 - Prob. 38ECh. 4.1 - 39. Get an education: The General Social Survey...Ch. 4.1 - Prob. 40ECh. 4.1 - 41. Hospital visits: According to the Agency for...Ch. 4.1 - Prob. 42ECh. 4.1 - Prob. 43ECh. 4.1 - Prob. 44ECh. 4.1 - Prob. 45ECh. 4.1 - Prob. 46ECh. 4.1 - Prob. 47ECh. 4.1 - Prob. 48ECh. 4.1 - Prob. 49ECh. 4.2 - Prob. 1CYUCh. 4.2 - Prob. 2CYUCh. 4.2 - Prob. 3CYUCh. 4.2 - Prob. 4CYUCh. 4.2 - Prob. 5ECh. 4.2 - In Exercises 5–8, fill in each blank with the...Ch. 4.2 - In Exercises 5–8, fill in each blank with the...Ch. 4.2 - In Exercises 5–8, fill in each blank with the...Ch. 4.2 - Prob. 9ECh. 4.2 - Prob. 10ECh. 4.2 - Prob. 11ECh. 4.2 - Prob. 12ECh. 4.2 - Prob. 13ECh. 4.2 - Prob. 14ECh. 4.2 - Prob. 15ECh. 4.2 - 16. If P (A) = 0.7, P (B) = 0.1, and A and B are...Ch. 4.2 - Prob. 17ECh. 4.2 - Prob. 18ECh. 4.2 - Prob. 19ECh. 4.2 - 20. If P(B) = 0.6, find P(Bc).
Ch. 4.2 - Prob. 21ECh. 4.2 - Prob. 22ECh. 4.2 - Prob. 23ECh. 4.2 - Prob. 24ECh. 4.2 - Prob. 25ECh. 4.2 - In Exercises 25–30, determine whether events A and...Ch. 4.2 - Prob. 27ECh. 4.2 - Prob. 28ECh. 4.2 - In Exercises 25–30, determine whether events A and...Ch. 4.2 - In Exercises 25–30, determine whether events A and...Ch. 4.2 - In Exercises 31 and 32, find the complements of...Ch. 4.2 - In Exercises 31 and 32, find the complements of...Ch. 4.2 - Prob. 33ECh. 4.2 - Prob. 34ECh. 4.2 - Prob. 35ECh. 4.2 - 36. Sick computers: Let V be the event that a...Ch. 4.2 - Prob. 37ECh. 4.2 - Prob. 38ECh. 4.2 - Prob. 39ECh. 4.2 - 40. Statistics grades: In a statistics class of 30...Ch. 4.2 - Prob. 41ECh. 4.2 - Prob. 42ECh. 4.2 - Prob. 43ECh. 4.2 - Prob. 44ECh. 4.2 - Prob. 45ECh. 4.2 - Prob. 46ECh. 4.2 - 47. Mutual exclusivity is not transitive: Give an...Ch. 4.2 - 48. Complements: Let A and B be events. Express (A...Ch. 4.3 - 1. A person is selected at random from the...Ch. 4.3 - Prob. 2CYUCh. 4.3 - Prob. 3CYUCh. 4.3 - Prob. 4CYUCh. 4.3 - Prob. 5CYUCh. 4.3 - Prob. 6CYUCh. 4.3 - Prob. 7ECh. 4.3 - Prob. 8ECh. 4.3 - In Exercises 7–10, fill in each blank with the...Ch. 4.3 - In Exercises 7–10, fill in each blank with the...Ch. 4.3 - Prob. 11ECh. 4.3 - In Exercises 11–14, determine whether the...Ch. 4.3 - Prob. 13ECh. 4.3 - Prob. 14ECh. 4.3 - Prob. 15ECh. 4.3 - Prob. 16ECh. 4.3 - Prob. 17ECh. 4.3 - 18. Let A and B be events with P(A) = 0.5 and P(B)...Ch. 4.3 - 19. Let A and B be events with P (A) = 0.8, P(B) =...Ch. 4.3 - 20. Let A and B be events with P(A) = 0.3, P(B) =...Ch. 4.3 - Prob. 21ECh. 4.3 - Prob. 22ECh. 4.3 - Prob. 23ECh. 4.3 - Prob. 24ECh. 4.3 - Prob. 25ECh. 4.3 - Prob. 26ECh. 4.3 - Prob. 27ECh. 4.3 - In Exercises 27–30, assume that a student is...Ch. 4.3 - Prob. 29ECh. 4.3 - Prob. 30ECh. 4.3 - Prob. 31ECh. 4.3 - 32. Let A and B be events with P(A) = 0.6, P(B) =...Ch. 4.3 - Prob. 33ECh. 4.3 - Prob. 34ECh. 4.3 - Prob. 35ECh. 4.3 - Prob. 36ECh. 4.3 - Job interview: Seven people, named Anna, Bob,...Ch. 4.3 - Prob. 38ECh. 4.3 - Prob. 39ECh. 4.3 - 40. U.S. senators: The following table displays...Ch. 4.3 - Prob. 41ECh. 4.3 - Prob. 42ECh. 4.3 - Prob. 43ECh. 4.3 - Prob. 44ECh. 4.3 - Prob. 45ECh. 4.3 - Prob. 46ECh. 4.3 - Prob. 47ECh. 4.3 - Prob. 48ECh. 4.3 - Prob. 49ECh. 4.3 - Prob. 50ECh. 4.3 - Prob. 51ECh. 4.3 - Prob. 52ECh. 4.3 - Prob. 53ECh. 4.3 - Prob. 54ECh. 4.3 - Prob. 55ECh. 4.3 - Prob. 56ECh. 4.3 - Prob. 57ECh. 4.3 - Prob. 58ECh. 4.3 - Prob. 59ECh. 4.3 - Prob. 60ECh. 4.3 - Prob. 61ECh. 4.3 - Prob. 62ECh. 4.3 - Prob. 63ECh. 4.3 - Prob. 64ECh. 4.3 - Prob. 65ECh. 4.4 - When ordering a certain type of computer, there...Ch. 4.4 - Prob. 2CYUCh. 4.4 - Prob. 3CYUCh. 4.4 - Refer to Exercise 3. Two of the committee members...Ch. 4.4 - Prob. 5CYUCh. 4.4 - Refer to Exercise 5. Four of the eight students...Ch. 4.4 - Prob. 7ECh. 4.4 - In Exercises 7 and 8, fill in the blank with the...Ch. 4.4 - Prob. 9ECh. 4.4 - In Exercises 9 and 10, determine whether the...Ch. 4.4 - Prob. 11ECh. 4.4 - In Exercises 11–16, evaluate the factorial. 12. 5!Ch. 4.4 - Prob. 13ECh. 4.4 - Prob. 14ECh. 4.4 - Prob. 15ECh. 4.4 - In Exercises 11–16, evaluate the factorial. 16. 3!Ch. 4.4 - Prob. 17ECh. 4.4 - Prob. 18ECh. 4.4 - Prob. 19ECh. 4.4 - Prob. 20ECh. 4.4 - Prob. 21ECh. 4.4 - Prob. 22ECh. 4.4 - Prob. 23ECh. 4.4 - In Exercises 23–28, evaluate the combination. 24....Ch. 4.4 - Prob. 25ECh. 4.4 - In Exercises 23–28, evaluate the combination. 26....Ch. 4.4 - Prob. 27ECh. 4.4 - In Exercises 23–28, evaluate the combination. 28....Ch. 4.4 - Prob. 29ECh. 4.4 - Books: Josephine has six chemistry books, three...Ch. 4.4 - Prob. 31ECh. 4.4 - 32. Ice cream: A certain ice cream parlor offers...Ch. 4.4 - License plates: In a certain state, license plates...Ch. 4.4 - Committee: The Student Council at a certain school...Ch. 4.4 - Day and night shifts: A company has hired 12 new...Ch. 4.4 - Keep your password safe: A computer password...Ch. 4.4 - It’s in your genes: Human genetic material (DNA)...Ch. 4.4 - Choosing officers: A committee consists of ten...Ch. 4.4 - Prob. 39ECh. 4.4 - Blackjack: In single-deck casino blackjack, the...Ch. 4.4 - Prob. 41ECh. 4.4 - Prob. 42ECh. 4.4 - Prob. 43ECh. 4 - Fill in the blank: The probability that a fair...Ch. 4 - Prob. 2CQCh. 4 - Prob. 3CQCh. 4 - Prob. 4CQCh. 4 - Prob. 5CQCh. 4 - Prob. 6CQCh. 4 - Prob. 7CQCh. 4 - Prob. 8CQCh. 4 - Prob. 9CQCh. 4 - Prob. 10CQCh. 4 - Prob. 11CQCh. 4 - Prob. 12CQCh. 4 - Prob. 13CQCh. 4 - Prob. 14CQCh. 4 - Prob. 15CQCh. 4 - Prob. 1RECh. 4 - Prob. 2RECh. 4 - Prob. 3RECh. 4 - Blood types: Human blood may contain either or...Ch. 4 - Prob. 5RECh. 4 - Stop that car: A drag racer has two parachutes, a...Ch. 4 - Prob. 7RECh. 4 - Music to my ears: Jeri is listening to the songs...Ch. 4 - Prob. 9RECh. 4 - Prob. 10RECh. 4 - Rainy weekend: Sally is planning to go away for...Ch. 4 - Prob. 12RECh. 4 - Required courses: Refer to Exercise 12. Assume the...Ch. 4 - Bookshelf: Bart has six books: a novel, a...Ch. 4 - Bookshelf: Refer to Exercise 14. Bart chooses...Ch. 4 - Prob. 1WAICh. 4 - Prob. 2WAICh. 4 - Prob. 3WAICh. 4 - Prob. 4WAICh. 4 - Prob. 5WAICh. 4 - Prob. 6WAICh. 4 - Describe circumstances under which you would use a...Ch. 4 - Describe circumstances under which you would use a...Ch. 4 - The following table is a life table, reproduced...Ch. 4 - Prob. 2CSCh. 4 - Prob. 3CSCh. 4 - Prob. 4CSCh. 4 - Prob. 5CSCh. 4 - Prob. 6CSCh. 4 - Prob. 7CSCh. 4 - Prob. 8CSCh. 4 - Prob. 9CS
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