Elementary Statistics (13th Edition)
13th Edition
ISBN: 9780134462455
Author: Mario F. Triola
Publisher: PEARSON
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Chapter 5.2, Problem 7BSC
Identifying Binomial Distributions. In Exercises 5–12, determine whether the given procedure results in a binomial distribution (or a distribution that can be treated as binomial). For those that are not binomial, identify at least one requirement that is not satisfied.
7. LOL In a U.S. Cellular survey of 500 smartphone users, subjects are asked if they find abbreviations (such as LOL or BFF) annoying, and each response was recorded as “yes” or “other.”
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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 5 Solutions
Elementary Statistics (13th Edition)
Ch. 5.1 - Random Variable The accompanying table lists...Ch. 5.1 - Discrete or Continuous? Is the random variable...Ch. 5.1 - Probability Distribution For the accompanying...Ch. 5.1 - Significant For 100 births, P(exactly 56 girls) =...Ch. 5.1 - Identifying Discrete and Continuous Random...Ch. 5.1 - Identifying Discrete and Continuous Random...Ch. 5.1 - Identifying Probability Distributions. In...Ch. 5.1 - Identifying Probability Distributions. In...Ch. 5.1 - Identifying Probability Distributions. In...Ch. 5.1 - Identifying Probability Distributions. In...
Ch. 5.1 - Identifying Probability Distributions. In...Ch. 5.1 - Identifying Probability Distributions. In...Ch. 5.1 - Identifying Probability Distributions. In...Ch. 5.1 - Identifying Probability Distributions. In...Ch. 5.1 - Genetics. In Exercises 1520, refer to the...Ch. 5.1 - Genetics. In Exercises 1520, refer to the...Ch. 5.1 - Genetics. In Exercises 1520, refer to the...Ch. 5.1 - Genetics. In Exercises 1520, refer to the...Ch. 5.1 - Genetics. In Exercises 1520, refer to the...Ch. 5.1 - Genetics. In Exercises 1520, refer to the...Ch. 5.1 - Sleepwalking. In Exercises 2125, refer to the...Ch. 5.1 - Sleepwalking. In Exercises 2125, refer to the...Ch. 5.1 - Sleepwalking. In Exercises 2125, refer to the...Ch. 5.1 - Sleepwalking. In Exercises 2125, refer to the...Ch. 5.1 - Sleepwalking. In Exercises 2125, refer to the...Ch. 5.1 - Expected Value for the Ohio Pick 4 Lottery In the...Ch. 5.1 - Expected Value in Virginias Pick 3 Game In...Ch. 5.1 - Expected Value in Roulette When playing roulette...Ch. 5.1 - Expected Value for Life Insurance There is a...Ch. 5.1 - Expected Value for Life Insurance There is a...Ch. 5.2 - Drone Deliveries Based on a Pitney Bowes survey,...Ch. 5.2 - Notation Assume that we want to find the...Ch. 5.2 - Independent Events Based on a Pitney Bowes survey,...Ch. 5.2 - Notation of 0 + Using the same survey from...Ch. 5.2 - Identifying Binomial Distributions. In Exercises...Ch. 5.2 - Identifying Binomial Distributions. In Exercises...Ch. 5.2 - Identifying Binomial Distributions. In Exercises...Ch. 5.2 - Identifying Binomial Distributions. In Exercises...Ch. 5.2 - Identifying Binomial Distributions. In Exercises...Ch. 5.2 - Identifying Binomial Distributions. In Exercises...Ch. 5.2 - Identifying Binomial Distributions. In Exercises...Ch. 5.2 - Identifying Binomial Distributions. In Exercises...Ch. 5.2 - Binomial Probability Formula. In Exercises 13 and...Ch. 5.2 - News Source Based on data from a Harris...Ch. 5.2 - SAT Test. In Exercises 1520, assume that random...Ch. 5.2 - SAT Test. In Exercises 1520, assume that random...Ch. 5.2 - SAT Test. In Exercises 1520, assume that random...Ch. 5.2 - SAT Test. In Exercises 1520, assume that random...Ch. 5.2 - SAT Test. In Exercises 1520, assume that random...Ch. 5.2 - SAT Test. In Exercises 1520, assume that random...Ch. 5.2 - In Exercises 2124, assume that when adults with...Ch. 5.2 - In Exercises 2124, assume that when adults with...Ch. 5.2 - In Exercises 2124, assume that when adults with...Ch. 5.2 - In Exercises 2124, assume that when adults with...Ch. 5.2 - Whitus v. Georgia In the classic legal case of...Ch. 5.2 - Vision Correction A survey sponsored by the Vision...Ch. 5.2 - See You Later Based on a Harris Interactive poll,...Ch. 5.2 - Too Young to Tat Based on a Harris poll, among...Ch. 5.2 - Significance with Range Rule of Thumb. In...Ch. 5.2 - Significance with Range Rule of Thumb. In...Ch. 5.2 - Significance with Range Rule of Thumb. In...Ch. 5.2 - Hybrids Assume that offspring peas are randomly...Ch. 5.2 - Composite Sampling. Exercises 33 and 34 involve...Ch. 5.2 - Anemia Based on data from Bloodjournal.org, 10% of...Ch. 5.2 - Acceptance Sampling. Exercises 35 and 36 involve...Ch. 5.2 - AAA Batteries AAA batteries are made by companies...Ch. 5.2 - MMs Data Set 27 MM Weights in Appendix B includes...Ch. 5.2 - Politics The County Clerk in Essex, New Jersey,...Ch. 5.2 - Perception and Reality In a presidential election,...Ch. 5.2 - Hybrids One of Mendels famous experiments with...Ch. 5.2 - Geometric Distribution If a procedure meets all...Ch. 5.2 - Multinomial Distribution The binomial distribution...Ch. 5.2 - Hypergeometric Distribution If we sample from a...Ch. 5.3 - Notation In analyzing hits by V-1 buzz bombs in...Ch. 5.3 - Tornadoes During a recent 64-year period, New...Ch. 5.3 - Poisson Probability Distribution The random...Ch. 5.3 - Probability if 0 For Formula 5-9, what does P(0)...Ch. 5.3 - Hurricanes. In Exercises 58, assume that the...Ch. 5.3 - Hurricanes a. Find the probability that in a year,...Ch. 5.3 - Hurricanes a. Find the probability that in a year,...Ch. 5.3 - Hurricanes a. Find the probability that in a year,...Ch. 5.3 - In Exercises 916, use the Poisson distribution to...Ch. 5.3 - Murders In a recent year, there were 333 murders...Ch. 5.3 - Radioactive Decay Radioactive atoms are unstable...Ch. 5.3 - Deaths from Horse Kicks A classical example of the...Ch. 5.3 - World War II Bombs In Exercise 1Notation we noted...Ch. 5.3 - Disease Cluster Neuroblastoma, a rare form of...Ch. 5.3 - Car Fatalities The recent rate of car fatalities...Ch. 5.3 - Checks In a recent year, the author wrote 181...Ch. 5.3 - Powerball: Poisson Approximation to Binomial There...Ch. 5 - Is a probability distribution defined if the only...Ch. 5 - There are 80 questions from an SAT test, and they...Ch. 5 - Are the values Found in Exercise 2 statistics or...Ch. 5 - Using the same SAT questions described in Exercise...Ch. 5 - Using the same SAT questions described in Exercise...Ch. 5 - In Exercises 610, use the following: Five American...Ch. 5 - In Exercises 610, use the following: Five American...Ch. 5 - Based on the table, the standard deviation is 0.9...Ch. 5 - 9. What does the probability of 0+ indicate? Does...Ch. 5 - In Exercises 6-10, use the following: Five...Ch. 5 - In Exercises 15, assume that 74% of randomly...Ch. 5 - In Exercises 15, assume that 74% of randomly...Ch. 5 - In Exercises 15, assume that 74% of randomly...Ch. 5 - In Exercises 15, assume that 74% of randomly...Ch. 5 - In Exercises 15, assume that 74% of randomly...Ch. 5 - Security Survey In a USA Today poll, subjects were...Ch. 5 - Brand Recognition In a study of brand recognition...Ch. 5 - Family/Partner Groups of people aged 1565 are...Ch. 5 - Detecting Fraud The Brooklyn District Attorneys...Ch. 5 - Poisson: Deaths Currently, an average of 7...Ch. 5 - Planets The planets of the solar system have the...Ch. 5 - South Carolina Pick 3 In South Carolinas Pick 3...Ch. 5 - Tennis Challenge In a recent U.S. Open tennis...Ch. 5 - Job Applicants The Society for Human Resource...Ch. 5 - Bar Graph Fox News broadcast a graph similar to...Ch. 5 - Washing Hands Based on results from a Bradley...Ch. 5 - Overbooking Flights American Airlines Flight 171...Ch. 5 - Critical Thinking: Did Mendels results from plant...
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