having driven a hybrid car for 4.5 years, a driver believes the car gets more than 33 miles per gallon (mpg). the driver kept records of all car fill-ups and taking a sample of 15 found a sample average of 32.84 mpg and sample standard deviation of 1.86 mpg. assuming that the underlying distribution is normal, what can be concluded at the 0.05 level of significance?

Respuesta :

By probability, There is insufficient evidence to conclude that  the gas mileage is greater than 33 mpg.

Describe probability using an example?

  • By dividing the number of preferable possibilities by the total number of potential outcomes, probability, which measures the likelihood that an event will occur, is obtained.
  • The most basic illustration is a coin toss. There are only two outcomes that can occur when you flip a coin: either heads or tails.

p value is calculated using online p value calculator (you will find it by searching online).

p value interpretation: if the null hypothesis is true then the probability that the sample average is greater than 33 mpg is 0.373143.

[ the p value associated with a test is the probability that we obtain the observed value of the test statistic or a value that is more extreme in the direction given by the alternative hypothesis, when H0 is true ].

decision: accept H0 at 5% level of significance as p value >0.05

[level of significance is chosen as 5 %= 0.05]

conclusion : there is insufficient evidence to conclude that  the gas mileage is greater than 33 mpg.

Learn more about Probability

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