(a) What are the hypotheses for evaluating whether body weight is positively associated with heart weight in cats? O Ho: B1 20 Ha: B, <0 O Ho: B, = 0 HAi Bq > 0 O Ho: B, + 0 Hại B, = 0 O Ho: B1 = 0 HA: B1 0 O Ho: B, = 0 (b) State the conclusion of the hypothesis test from part (a) in context of the data. (Use a significance level of 0.05. Enter your test statistic to three decimal places.) The test statistic is T= with degrees of freedom df = The p-value is less than vv 0.05. Therefore, we reject Vv Ho. The data provide vv strong evidence that body weight is positively associated with heart weight in cats. (c) Calculate a 95% confidence interval for the slope of body weight, and interpret it in context of the data. (Round your answers to three decimal places.) We are 95% confident that for each additional kilogram in cats' weights, we expect their hearts to be heavier by to grams, on average.

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B and C

The regression output from a model for predicting the heart weight (in g) of cats from their body weight (in kg) is provided below. The coefficients are estimated using a dataset of 144 domestic cats.
Estimate
Std. Error
t value
Pr(>|t|)
(Intercept)
-0.357
0.692
-0.515
0.607
body wt
4.034
0.250
16.119
0.000
= 64.41%
R'adi
s = 1.452
R2 =
= 64.66%
(a) What are the hypotheses for evaluating whether body weight is positively associated with heart weight in cats?
Ho: B120
HA: B1
< 0
Ho: B1 =
HA: B1 > 0
O Ho: B1
HA: B1 = 0
O Ho: B1 = 0
HA: B, # 0
O Ho: B1
HA: B, < 0
= 0
(b) State the conclusion of the hypothesis test from part (a) in context of the data. (Use a significance level of 0.05. Enter your test statistic to three decimal places.)
The test statistic is T =
with degrees of freedom df =
The p-value is less than
0.05. Therefore, we reject
Ho: The data provide
strong evidence that body weight is positively
associated with heart weight in cats.
(c) Calculate a 95% confidence interval for the slope of body weight, and interpret it in context of the data. (Round your answers to three decimal places.)
We are 95% confident that for each additional kilogram in cats' weights, we expect their hearts to be heavier by
to
grams, on average.
Transcribed Image Text:The regression output from a model for predicting the heart weight (in g) of cats from their body weight (in kg) is provided below. The coefficients are estimated using a dataset of 144 domestic cats. Estimate Std. Error t value Pr(>|t|) (Intercept) -0.357 0.692 -0.515 0.607 body wt 4.034 0.250 16.119 0.000 = 64.41% R'adi s = 1.452 R2 = = 64.66% (a) What are the hypotheses for evaluating whether body weight is positively associated with heart weight in cats? Ho: B120 HA: B1 < 0 Ho: B1 = HA: B1 > 0 O Ho: B1 HA: B1 = 0 O Ho: B1 = 0 HA: B, # 0 O Ho: B1 HA: B, < 0 = 0 (b) State the conclusion of the hypothesis test from part (a) in context of the data. (Use a significance level of 0.05. Enter your test statistic to three decimal places.) The test statistic is T = with degrees of freedom df = The p-value is less than 0.05. Therefore, we reject Ho: The data provide strong evidence that body weight is positively associated with heart weight in cats. (c) Calculate a 95% confidence interval for the slope of body weight, and interpret it in context of the data. (Round your answers to three decimal places.) We are 95% confident that for each additional kilogram in cats' weights, we expect their hearts to be heavier by to grams, on average.
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