In: Statistics and Probability
Bird wingspan |
479 |
291 |
432 |
314 |
402 |
321 |
479 |
313 |
356 |
413 |
454 |
306 |
349 |
337 |
331 |
317 |
405 |
403 |
356 |
255 |
300 |
362 |
352 |
351 |
518 |
424 |
366 |
315 |
304 |
359 |
You’d like to find a range of wingspans that would include 95% of the birds. Find an appropriate average. (Hint: Remember the assumptions for confidence intervals.)
*I will have to solve this using Excel. Specifically what should I do? What functions could I use? For the question, I have to
1. A null and alternative hypothesis stated, as appropriate and for each hypothesis tested. may involve several hypothesis tests.
2. Choose the most appropriate test. Explain how you have met the assumptions of the test or why the test is robust to violations of the assumptions.
3. State explicitly what test(s) you are using.
4. If you fail to reject the null hypothesis, calculate the power of the test.
Solution
The range of wingspans that would include 95% of the birds is nothing but the 95% confidence interval for the mean wingspan.
Let X = bird wingspan
Let μ and σ be the mean and standard deviation of X.
100(1 - α) % Confidence Interval for population mean μ, when σ is not known is: Xbar ± MoE........ (1)
where
MoE = (tn- 1, α /2)s/√n ....................................................................................................................... (1a)
with
Xbar = sample mean,
tn – 1, α /2 = upper (α/2)% point of t-distribution with (n - 1) degrees of freedom,
s = sample standard deviation and
n = sample size.
Calculations
n |
30 |
1-(α/2) |
0.975 |
Xbar |
365.4667 |
n - 1 |
29 |
s |
63.1963 |
sqrt(n) |
5.4772 |
α |
0.05 |
||
tα/2 |
2.0452 |
||
MoE |
23.5979 |
||
Lower Limit |
341.8688 |
||
Upper Limit |
389.0646 |
Excel functions:
Xbar – Statistical AVERAGE
s - Statistical STDEV
tα/2 – Statistical TINV
sqrt(n) - Math & Trig SQRT
Thus, the range of wingspans that would include 95% of the birds is:
[341.9, 389.1] Answer
DONE