What is the average mileage(mpg) of 6 cylinder, manual transmission cars in the r built-in dataset "mtcars"
Answers
• All the variables are constant constant, we can certainly see the difference between 'mpg' in manual and automatic transmission and it was found to be 2.52 more for manual.
• But the original model containing all the variables was not a good model to explain our system, so we had to find the best model and choose the high correlation parameters with the MPG.
• In the end, this question is not liable as many other parameters are present and can change the effect completely.
• Or was able to explain 83% variation of the best model that was found, it was found that the difference between manual and automatic transmission was changed to 14.87 per unit on mpg which was very less when adjusting the other variables.
• But then it depends on the model that we choose and will vary according to the model.
In this report we are analyzing on mtcars dataset to find out the relation of mpg per mile with the other variables ie mile per gallon.
We will compare many models to achieve original exploration analysis, conferences, fittings and our last answer in this report.
Now in summary we can see the relative effects of all the variables on the result MGP because other variables are stable.
Here our interest variable for which we can get coefficient value as NA, which means
The relative effect of M = 1 or manual transmission on MGP is am = 0 to 2.52 which is automatic transmission (the other variable is kept constant)
Now this relative difference will be true in the default case, but we will actually find the model given below to get an estimate about the effect of MGP impact on the effect with other variables.
Below we will try to fit many models with MPG because we will evaluate those effects as a related correlated variable associated with the result and excessive model