solve this question and explain how to solve it (R studio is be allowed to use in this question)

the data for the R studio

Inches.

12.5

12.6

10.8

13

12.7

12.8

10.1

9.7

8.5

13.2

11.1

12.6

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Soil

1

1

1

2

2

2

3

3

3

4

4

4

2. [-/5 Points] DETAILS MY NOTES ASK YOUR TEACHER A researcher wants to determine the impact of soil type on the growth of a certain type of plant. She grows three plants in each of four different types of soil and measures the growth in inches for each plant after one month resulting in the data below. Use this file: Assignment 9q2 data FOR R a) What null hypothesis is the researcher testing if she runs an ANOVA with this data? One type of soil has a higher mean growth for the plant than the others. The mean growth of the plant in each type of soil is the same. O The variability in growth of the plant in each type of soil is the same. O Soil 3 provides a lower mean growth for the plant than the other types of soil. The mean growth of the plant is different in each type of soil. b) What is the SStrt for the ANOVA? Give your answer to at least three decimal places. c) What is DFerr for the ANOVA? d) What is the value of the F statistic for the ANOVA? Give your answer to at least three decimal places. e) Using a 0.05 level of significance, what conclusion should the researcher reach? O Soil 1 has a higher mean growth for the plant than the other types of soil. The mean growth of the plant is not the same for all soil types. O Soil 3 has a lower mean growth for the plant than the other types of soil. There is not enough evidence to reject the claim that the mean growth of the plant is the same in each type of soil