Question: Look at both numerical and categorical data using descriptive measures and graphical techniques. Open the mammals.csv dataset, a dataset of species of mammals, and various
Look at both numerical and categorical data using descriptive measures and graphical techniques. Open the mammals.csvdataset, a dataset of species of mammals, and various statistics. You may download the dataset and read its description at the following link, then answer the questions:
https://www.openintro.org/data/index.php?data=mammals
using spss
| brain_wt | brain_type |
| 0.14 | small |
| 0.25 | small |
| 0.3 | small |
| 0.33 | small |
| 0.4 | small |
| 1 | small |
| 1 | small |
| 1.2 | small |
| 1.9 | small |
| 2.4 | small |
| 2.5 | small |
| 2.6 | small |
| 3 | small |
| 3.5 | small |
| 3.9 | small |
| 4 | small |
| 5 | small |
| 5.5 | small |
| 5.7 | small |
| 6.3 | small |
| 6.4 | small |
| 6.6 | small |
| 8.1 | small |
| 10.8 | medium |
| 11.4 | medium |
| 12.1 | medium |
| 12.3 | medium |
| 12.3 | medium |
| 12.5 | medium |
| 15.5 | medium |
| 17 | medium |
| 17.5 | medium |
| 21 | medium |
| 25 | medium |
| 25.6 | medium |
| 39.2 | medium |
| 44.5 | medium |
| 50.4 | medium |
| 56 | medium |
| 58 | medium |
| 81 | medium |
| 98.2 | medium |
| 115 | large |
| 115 | large |
| 119.5 | large |
| 157 | large |
| 169 | large |
| 175 | large |
| 179 | large |
| 179.5 | large |
| 180 | large |
| 325 | large |
| 406 | large |
| 419 | large |
| 423 | large |
| 440 | large |
| 490 | large |
| 655 | large |
| 680 | large |
| 1320 | large |
| 4603 | large |
| 5712 | large |
- Perform a One Factor Analysis of Variance (ANOVA) using SPSS comparing the mean gestation values for the three brain_type groups at an alpha of 0.05.
- What is the null hypothesis for this ANOVA:
- Calculate the mean of each of the 3 groups:
- Mean of small group ______________
- Mean of medium group ______________
- Mean of large group _______________
- alpha: ________________
- F test statistic: ________________
- p-value: ________________
- Paste a screenshot of your ANOVA result from your software below
2. Based on the results:
- Would you reject or fail to reject the null hypothesis?
- Provide your interpretation of the results of the ANOVA.
this is the link to the original dataset from where you get the brain_wt to get the brain_type column
https://www.openintro.org/data/index.php?data=mammals
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