The owner decides to test their belief. Each time Watson sees a cat, they measure the...
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The owner decides to test their belief. Each time Watson sees a cat, they measure the length of the cat (in cm) and count how many times Watson barks. In total, the data comprise 60 cat sightings, the first four observations of which are as follows: cat.length 32.1 64.0 42.4 46.7 summary(bark.fit) The owner runs the following code in R: barks 3 bark.fit |z|) 0.27577 -1.913 0.0558 0.00548 8.918 <2e-16 *** Signif. codes: 0 ***** 0.001 **** 0.01 **³0.05.¹0.1³ 1 (Dispersion parameter for poisson family taken to be 1) Based on this output, which of the following interpretations is correct? (You may need to use either R or a calculator to complete this question.) O We estimate that, for every 10 cm increase in cat length, the expected number of barks is multiplied by about 10.5. We estimate that, for every 1 cm increase in cat length, the expected number of barks increases by about 0.05. We estimate that, for every 10 cm increase in cat length, the expected number of barks increases by about 63%. O We estimate that, for every 1 cm increase in cat length, the odds of Watson barking is multiplied by about 1.05. A biologist wishes to see how the food consumption of lizards differs between males and females, and also between adults and juveniles. They allow 20 lizards open access to food for 24 hours, and record how much each consumes in grams. The first four observations are as follows: consumption 23.0 17.3 7.2 6.1 *** age Adult Adult Juvenile Juvenile Coefficients: (Intercept) ageAdult sexMale The researcher fits a model in R using the following code: Which gives the following output: summary(lizard.fit) sex lizard.fit |t|) 10.284 9.896 1.01e-87 *** 1.131 10.873 1.599 6.801 4.26e-86 *** 1.599 1.041 0.31331 1.665 ageAdult:sexMale 9.041 2.261 3.998 0.00104 ** Which of the following is TRUE? Signif. codes: 0 ***** 0.001 **** 0.01 **³0.05.¹0.1'' 1 There is no evidence to suggest that the effect of sex depends on the age of the lizard. There is no evidence of a difference in average consumption between juvenile females and adult females. O We estimate that, on average, adults consume about 10.9 grams of food more than juveniles, regardless of their sex. There is no evidence of a difference in average consumption between juvenile females and juvenile males. The owner decides to test their belief. Each time Watson sees a cat, they measure the length of the cat (in cm) and count how many times Watson barks. In total, the data comprise 60 cat sightings, the first four observations of which are as follows: cat.length 32.1 64.0 42.4 46.7 summary(bark.fit) The owner runs the following code in R: barks 3 bark.fit |z|) 0.27577 -1.913 0.0558 0.00548 8.918 <2e-16 *** Signif. codes: 0 ***** 0.001 **** 0.01 **³0.05.¹0.1³ 1 (Dispersion parameter for poisson family taken to be 1) Based on this output, which of the following interpretations is correct? (You may need to use either R or a calculator to complete this question.) O We estimate that, for every 10 cm increase in cat length, the expected number of barks is multiplied by about 10.5. We estimate that, for every 1 cm increase in cat length, the expected number of barks increases by about 0.05. We estimate that, for every 10 cm increase in cat length, the expected number of barks increases by about 63%. O We estimate that, for every 1 cm increase in cat length, the odds of Watson barking is multiplied by about 1.05. A biologist wishes to see how the food consumption of lizards differs between males and females, and also between adults and juveniles. They allow 20 lizards open access to food for 24 hours, and record how much each consumes in grams. The first four observations are as follows: consumption 23.0 17.3 7.2 6.1 *** age Adult Adult Juvenile Juvenile Coefficients: (Intercept) ageAdult sexMale The researcher fits a model in R using the following code: Which gives the following output: summary(lizard.fit) sex lizard.fit |t|) 10.284 9.896 1.01e-87 *** 1.131 10.873 1.599 6.801 4.26e-86 *** 1.599 1.041 0.31331 1.665 ageAdult:sexMale 9.041 2.261 3.998 0.00104 ** Which of the following is TRUE? Signif. codes: 0 ***** 0.001 **** 0.01 **³0.05.¹0.1'' 1 There is no evidence to suggest that the effect of sex depends on the age of the lizard. There is no evidence of a difference in average consumption between juvenile females and adult females. O We estimate that, on average, adults consume about 10.9 grams of food more than juveniles, regardless of their sex. There is no evidence of a difference in average consumption between juvenile females and juvenile males.
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Database Processing Fundamentals, Design, and Implementation
ISBN: 978-0133876703
14th edition
Authors: David M. Kroenke, David J. Auer
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