Fundamentals of Statistics Plus MyLab Statistics with Pearson eText - Title-Specific Access Card Package (5th Edition)
5th Edition
ISBN: 9780134763729
Author: Michael Sullivan III
Publisher: PEARSON
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Chapter 6.2, Problem 54AYU
State the criteria for a binomial
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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
Fundamentals of Statistics Plus MyLab Statistics with Pearson eText - Title-Specific Access Card Package (5th Edition)
Ch. 6.1 - What is a random variable?Ch. 6.1 - What is the difference between a discrete random...Ch. 6.1 - What are the two requirements for a discrete...Ch. 6.1 - In your own words, provide an interpretation of...Ch. 6.1 - In Problems 58, determine whether the random...Ch. 6.1 - In Problems 58, determine whether the random...Ch. 6.1 - In Problems 58, determine whether the random...Ch. 6.1 - In Problems 58, determine whether the random...Ch. 6.1 - In Problems 914, determine whether the...Ch. 6.1 - In Problems 914, determine whether the...
Ch. 6.1 - In Problems 914, determine whether the...Ch. 6.1 - In Problems 914, determine whether the...Ch. 6.1 - In Problems 914, determine whether the...Ch. 6.1 - In Problems 914, determine whether the...Ch. 6.1 - In Problems 15 and 16, determine the required...Ch. 6.1 - In Problems 15 and 16, determine the required...Ch. 6.1 - NW Televisions In the Sullivan Statistics Survey...Ch. 6.1 - Marriage In the following probability...Ch. 6.1 - Ichiros Hit Parade In the 2004 baseball season,...Ch. 6.1 - Waiting in Line A Wendys manager performed a study...Ch. 6.1 - In Problems 21 and 22, (a) construct a discrete...Ch. 6.1 - In Problems 21 and 22, (a) construct a discrete...Ch. 6.1 - Number of Births The graph of the discrete...Ch. 6.1 - Rental Units The graph of the discrete probability...Ch. 6.1 - NW Life Insurance A life insurance company sells a...Ch. 6.1 - Life Insurance A life insurance company sells a...Ch. 6.1 - Blackjack Blackjack is a popular casino game in...Ch. 6.1 - Investment An investment counselor calls with a...Ch. 6.1 - Roulette In the game of roulette, a player can...Ch. 6.1 - Connecticut Lottery In the Cash Five Lottery in...Ch. 6.1 - Powerball Powerball is a multistate lottery. The...Ch. 6.1 - SAT Test Penalty Some standardized tests, such as...Ch. 6.1 - Putting It Together: Sullivan Statistics Survey I...Ch. 6.1 - Prob. 36AYUCh. 6.2 - A binomial experiment is performed a fixed number...Ch. 6.2 - For each trial of a binomial experiment, there are...Ch. 6.2 - True or False: In the binomial probability...Ch. 6.2 - The phrase no more than is represented by the math...Ch. 6.2 - The expected number of successes in a binomial...Ch. 6.2 - As a rule of thumb, if _____, the probability...Ch. 6.2 - In Problems 716, determine which of the following...Ch. 6.2 - In Problems 716, determine which of the following...Ch. 6.2 - In Problems 716, determine which of the following...Ch. 6.2 - In Problems 716, determine which of the following...Ch. 6.2 - In Problems 716, determine which of the following...Ch. 6.2 - In Problems 716, determine which of the following...Ch. 6.2 - In Problems 716, determine which of the following...Ch. 6.2 - In Problems 716, determine which of the following...Ch. 6.2 - In Problems 716, determine which of the following...Ch. 6.2 - In Problems 716, determine which of the following...Ch. 6.2 - In Problems 1728, a binomial probability...Ch. 6.2 - In Problems 1728, a binomial probability...Ch. 6.2 - In Problems 1728, a binomial probability...Ch. 6.2 - In Problems 1728, a binomial probability...Ch. 6.2 - In Problems 1728, a binomial probability...Ch. 6.2 - In Problems 1728, a binomial probability...Ch. 6.2 - In Problems 1728, a binomial probability...Ch. 6.2 - Prob. 24AYUCh. 6.2 - In Problems 1728, a binomial probability...Ch. 6.2 - Prob. 26AYUCh. 6.2 - Prob. 27AYUCh. 6.2 - In Problems 1728, a binomial probability...Ch. 6.2 - In Problems 2934, (a) construct a binomial...Ch. 6.2 - In Problems 2934, (a) construct a binomial...Ch. 6.2 - In Problems 2934, (a) construct a binomial...Ch. 6.2 - In Problems 2934, (a) construct a binomial...Ch. 6.2 - In Problems 2934, (a) construct a binomial...Ch. 6.2 - In Problems 2934, (a) construct a binomial...Ch. 6.2 - NW On-Time Flights According to flightstats.com,...Ch. 6.2 - Morality In a recent poll, the Gallup Organization...Ch. 6.2 - Toilet Flushing In the Healthy Handwashing Survey...Ch. 6.2 - Allergy Sufferers Clarinex-D is a medication whose...Ch. 6.2 - Sneeze According to a study done by Nick Wilson of...Ch. 6.2 - Sneeze Revisited According to a study done by Nick...Ch. 6.2 - Jury Selection Twelve jurors are randomly selected...Ch. 6.2 - Sullivan Survey: Car Color According to paint...Ch. 6.2 - NW On-Time Flights According to flightstats.com,...Ch. 6.2 - Morality In a recent poll, the Gallup Organization...Ch. 6.2 - Toilet Flushing In the Healthy Handwashing Survey...Ch. 6.2 - Prob. 46AYUCh. 6.2 - Spanking In March 1995, The Harris Poll reported...Ch. 6.2 - Government Solutions? In May, 2000, the Gallup...Ch. 6.2 - Racial Profiling in New York City The following...Ch. 6.2 - Overbooking Flights Historically, the probability...Ch. 6.2 - Athletics Participation According to the High...Ch. 6.2 - Putting It Together: Beating the Stock Market One...Ch. 6.2 - State the criteria for a binomial probability...Ch. 6.2 - Explain what success means in a binomial...Ch. 6.2 - Explain how the value of n, the number of trials...Ch. 6.2 - Prob. 57AYUCh. 6.2 - When can the Empirical Rule be used to identify...Ch. 6 - Determine whether the random variable is discrete...Ch. 6 - Determine whether the distribution is a discrete...Ch. 6 - Stanley Cup The Stanley Cup is a best-of-seven...Ch. 6 - Expected Value of Three-Card Poker A popular...Ch. 6 - Determine whether the probability experiment...Ch. 6 - Emergency Room Visits The probability that a...Ch. 6 - Driving Age According to a Gallup poll, 60% of...Ch. 6 - Consider a binomial probability distribution with...Ch. 6 - State the condition required to use the Empirical...Ch. 6 - In sampling from finite populations without...Ch. 6 - Self-Injury According to the article...Ch. 6 - Prob. 1CTCh. 6 - Determine whether the distribution is a discrete...Ch. 6 - Prob. 3CTCh. 6 - Prob. 4CTCh. 6 - State the criteria that must be met for an...Ch. 6 - Determine whether the probability experiment...Ch. 6 - According to a study conducted by CESI Debt...Ch. 6 - Suppose the adult American population is equally...Ch. 6 - Consider a binomial probability distribution with...Ch. 6 - A woman who was shopping in Los Angeles had her...Ch. 6 - Using the information provided, describe, through...Ch. 6 - Does it appear that, on average, the Neulnders...Ch. 6 - Using the mean number of freights purchased per...Ch. 6 - Is it appropriate to estimate the average cost of...Ch. 6 - Throughout the picturesque valleys of...Ch. 6 - Throughout the picturesque valleys of...
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