In: Statistics and Probability
Football Players:
The weights of 52 randomly selected NFL football players are presented below. The sample mean is 248.38 and the sample standard deviation is 46.68.
1. Construct a 95% confidence interval for the mean weight of NFL football players
a. Give the name of the function you would use to create the interval.
b. Give the confidence interval.
c. Interpret your interval.
305 |
265 |
287 |
285 |
290 |
235 |
300 |
230 |
195 |
236 |
244 |
194 |
190 |
307 |
218 |
315 |
265 |
210 |
194 |
216 |
255 |
300 |
315 |
190 |
185 |
183 |
313 |
246 |
212 |
201 |
308 |
270 |
241 |
242 |
306 |
237 |
315 |
215 |
200 |
295 |
187 |
204 |
257 |
185 |
255 |
318 |
230 |
316 |
200 |
324 |
245 |
185 |
1. a) We will use a student t distribution or t-test to calculate the confidence interval.
b) x̅ = 248.38, s = 46.68, n = 52
95% Confidence interval :
At α = 0.05 and df = n-1 = 51, two tailed critical value, t-crit = T.INV.2T(0.05, 51) = 2.008
Lower Bound = x̅ - t-crit*s/√n = 248.38 - 2.008 * 46.68/√52 = 235.38
Upper Bound = x̅ + t-crit*s/√n = 248.38 + 2.008 * 46.68/√52 = 261.38
c) There is 95% confidence that the population mean weight of NFL players is between 235.38 and 261.38