In: Statistics and Probability
Using the information below, calculate a 95% T-confidence interval for the sample population. You have the mean, standard deviation and the sample size, all you have left to find is the T-critical value and you can calculate the interval. PLEASE SHOW WORK
Once you calculate the confidence interval you will need to interpret your interval and explain what this means in words. Does your data follow a normal distribution?
Vehicle type/class | Year | Make | Model | Price |
QUALITATIVE | QUANTITATIVE | QUALITATIVE | QUALITATIVE | QUANTITATIVE |
Sedan | 2019 | A6 | Audi | $64,236 |
Sedan | 2019 | Accord | Honda | $23,720 |
Sedan | 2019 | Altima | Nissan | $24,000 |
Sedan | 2019 | Corolla | Toyota | $18,700 |
Sedan | 2019 | LaCrosse | Buick | $29,570 |
Crossover | 2019 | CRV | Honda | $24,350 |
Crossover | 2019 | RAV4 | Toyota | $25,650 |
SUV | 2019 | Navigator | Lincoln | $73,205 |
SUV | 2019 | Highlander | Toyota | $32,680 |
SUV | 2019 | Pilot | Honda | $31,450 |
Mean: | $34,756 |
Median: | $27,610 |
SD: | 18487.275 |
Sample Size: | 10 |
By 95% CI means- if we collect many random samples of same size & calculate CI for each of these sample, then in 95% of the cases population mean will lie within that that interval.
Below is the figure.
Above is the normality test done in minitab. Here we can see that p value is less than 0.05, thus we reject the null hypothesis (Data is normal - Null hypothesis & 0.05 is significance level).
Hence Data does not follow normal distribution.