Question

In: Statistics and Probability

Fertilizer: In an agricultural experiment, the effects of two fertilizers on the production of oranges were...

Fertilizer: In an agricultural experiment, the effects of two fertilizers on the production of oranges were measured. Twelve randomly selected plots of land were treated with fertilizer A, and

7

randomly selected plots were treated with fertilizer B. The number of pounds of harvested fruit was measured from each plot. Following are the results.

Fertilizer A
464 483 441 491 403 466
448 457 437 516 417 420
Fertilizer B

362

414

412

398

382

377

393

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Part 1 of 3

Your Answer is correct


(a) Explain why it is necessary to check whether the populations are approximately normal before constructing a confidence interval.

Since the sample size is ▼small, it is necessary to check that the populations are approximately normal.

Part 2 of 3

Your Answer is correct


(b) Following are boxplots of these data. Is it reasonable to assume that the populations are approximately normal?

400

420

440

460

480

500

520

540


360

370

380

390

400

410

420


It ▼is reasonable to assume that the populations are approximately normal.

Part: 2 / 3

2 of 3 Parts Complete

Part 3 of 3


(c) Construct an

80%

confidence interval for the difference between the mean yields for the two types of fertilizer. Let

μ1

denote the mean yield for fertilizer A. Use tables to find the critical value and round the answer to one decimal place.

The

80%

confidence interval for the difference between the mean yields for the two types of fertilizer is

<<−μ1μ2

.

Solutions

Expert Solution

Fertilizer A Fertilizer B
464 362
483 414
441 412
491 398
403 382
466 377
448 393
457
437
516
417
420
Fertilizer A Fertilizer B
Mean 453.5833333 Mean 391.1428571
Standard Error 9.504750274 Standard Error 7.139523031
Median 452.5 Median 393
Mode #N/A Mode #N/A
Standard Deviation 32.92542078 Standard Deviation 18.88940242
Sample Variance 1084.083333 Sample Variance 356.8095238
Kurtosis -0.328200158 Kurtosis -0.881402202
Skewness 0.308984848 Skewness -0.242355616
Range 113 Range 52
Minimum 403 Minimum 362
Maximum 516 Maximum 414
Sum 5443 Sum 2738
Count 12 Count 7
Confidence Level(80.0%) 12.95906469 Confidence Level(80.0%) 10.27916932
SV=SAMPLE VARIANCE
11* sv(A) = 11924.91667
df= 12+7-2 =17 6* sv(B)= 2140.857143
sum= 14065.77381
Poold variance S2 = 1/ (12+7 -2) {11*sv(A)+6*sv(B)}
827.3984594
S.E. (mean1-mean2)= sqrt{S2(1/12+1/8)} =
sqrt{827.39846* 0.22619}=
sqrt{ 187.1496515)=
13.680265
80% confidence interval=
(mean1 - mean2) ± t0.20 *(S.E.)
62.44047619 ± 1.333*S.E.
62.44047619 ± 18.23579325
LB= 44.20468295
UB= 80.67626944
ANSWER

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