1 answer

Alternate Homework 13 14 ANOVA Problems 2 A nuclear reactor experiences a radiation leak. The following...

Question:

Alternate Homework 13 14 ANOVA Problems 2 A nuclear reactor experiences a radiation leak. The following data is measurements

Alternate Homework 13 14 ANOVA Problems 2 A nuclear reactor experiences a radiation leak. The following data is measurements of radiation at three locations near the reactor. Perform a hypothesis test at 95% confidence to determine if the population mean radiation levels (for the three locations) could be equal. Then answer the questions below. Location A Location B Location Write your null and alternate hypothesis. Give the value of your test statistic. Show your p-value. Do you reject the null hypothesis? Answer "yes" or "no". Could the population means be equal? Answer "yes" or "no".

Answers

A)

Null Hypothesis: Population mean radiation level (for the three locations) could be equal

Alternative Hypothesis: At least one of the population mean radiation level (for the three locations) could be unequal

B)

Number of Treatment (t) = 3 n = 24

T1 (Sum of Location A) = 636, T2(Sum of Location B) = 702, T3(Sum of Location C) = 643

G = grand total = 1981

CF = Correction Factor = G2/N = 19812 / 24 = 163515

TSS =ΣΣΥ – CF = 164171 – 163515 = 656

SST - Στη - cr-

Where, r = 8

SSTR = (1/8) * \sum (6362 + 7022 + 6432) - 163515

SSTR = 328.6

SSE = TSS - SSTR

SSE = 656 - 328.6

SSE = 327.4

MSSTR = SSTR/t-1 = 328.6 / 3-1 = 164.3

MSSE = SSE / n-t = 327.4 /24-3 = 15.6

F = MSSTR / MSSE = 164.3 / 15.6 = 10.54

P-value: 0.0007 ............................From F table

P-value < \alpha , i.e. 0.0007 < 0.05, That is Reject Ho at 5% level of significance.

Therefore, At least one of the population mean radiation level (for the three locations) could be unequal

ANOVA
Source of Variation SS df MS F P-value
Between Groups 328.6 t-1=3-1 =2 164.3 10.54 0.0007
Within Groups 327.4 n-t=24-3 =21 15.6
Total 655.9583 n-1=24-1 =23

Test statistic: F = 10.54

P-value: 0.0007 ............................From F table

ANSWER: A. Yes

Yes, Reject the Null Hypothesis.

ANSWER: B. No

No, population means Not equal

.

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