QUESTION 1

1. If it is known that a test statistic lies in the rejection region at the 5% level of significance, what must be true of the associated p-value based on the same null and alternative hypotheses?
2. it must be greater than 5%
3. it will be less than 5% if the test is one-sided, but possibly greater if the test is two-sided
4. it will be less than 5% if the test is two-sided, but possibly greater if the test is one-sided
5. it must be less than 5%

1 points

QUESTION 2

1. The expected frequency in a contingency table test for independence comes from which probability rule?
2. P(A ) = 1 P(A)
3. P(A B) = P(A) + P(B)
4. P(A B) = P(A) + P(B) P(A B)
5. P(A B) = P(A) P(B)

1 points

QUESTION 3

1. If the standardised score
3. has a standard normal distribution, why is the t_n1distribution used in practice?
4. a.Because replacing by s distorts the shape of the distribution
5. b.because replacing by s increases the variation of the score
6. c.both (a) and (b)
7. d.neither (a) nor (b)

1 points

QUESTION 4

1. A researcher wishes to calculate a confidence interval for a population proportion, but finds that
3. is negative. Which of the following is TRUE?
4. if
6. is positive, it's fine to proceed
7. Increasing the sample size may solve the problem
8. using p = 0.5 instead of the sample proportionshould be OK
9. All of the above are true

1 points

QUESTION 5

1. A sample yields a 95% confidence interval for a population proportion p as 0.92 0.06. Which of the following interpretations of the confidence interval is invalid?
2. a.the probability that p lies between 0.86 and 0.98 is 95%
3. b.The sample proportion 0.92 has a margin of error of 0.06
4. c.0.86 is the smallest value of p for which the sample outcome is likely, and 0.98 is the largest value
5. d.the likely range for p is 0.86 to 0.98

1 points

QUESTION 6

1. A researcher wishes to test the hypothesis H₀:= 20 using a sample with mean 25.5, standard deviation 8.6 and size 50.What is the test-statistic for this hypothesis test?(Give your answer to 1decimal place.)
2. NB:

1 points

QUESTION 7

1. A sample of n = 36 observations yields a test statistic of 1.85.The test statistic has a t-distribution with n-1 degrees of freedom, and the alternative hypothesis is upper-tailed.What is the associated p-value for this test?(Give your answer to 3 decimal places)

1 points

QUESTION 8

1. A sample from a normally distributed population yields the following statistics:
3. The 97.5th percentile of the standard normal is 1.96, and of the t-distribution with 25degrees of freedom is 2.060
4. What is the UPPER limit of the 95% confidence interval for the population mean based on this sample?(Give your answer to 1 decimal place.)

1 points

QUESTION 9

1. A lecturer wishes to calculate the average time spent on an essayto within amargin of error of1.75 hours.A pilot study using a sample of 50students produces a mean of 23hours and a standard deviation of 10.5hours.What is the required sample size?
3. (You may use the value 1.96 in your calculation, rather than the value from the t(n-1) distribution.)
4. NB:the solution tois

1 points

QUESTION 10

1. Each answer is worth ONE mark.FIVE marks total.
2. Download the file PT3.data.csvfrom the folder Course Resources / Test 3 to your H drive.Open iNZightand import the file.
3. Using iNZight, perform a 2-sample t-test, to test whether or not the population average Hours worked(variable name = "hours") are different for Auckland vs Non-Auckland (variable name = "auckland").Assume equal variances.Test at the 5% level.
4. From the iNZightoutput, supply the following details:
5. (a)The test statistic for the test of mean is(give your answer to 4 decimal places)
6. (b)The p-value for the test of means is(give your answer to 4 decimal places)
7. (c)Should the null hypothesis be rejected?Answer YES or NO in the box
8. (d)Is there evidence that the population mean Hours worked is different for Auckland vs non-Auckland?Answer YES or NO in the box
9. (e)An assumption of equal variances was made.Is this supported by the F-test for equal variance?Test at the 5% level.Answer YES or NO in the box

5 points

QUESTION 11

1. Each answer is worth ONE mark.SIX marks total.
2. Download the file PT3.data.csvfrom the folder Course Resources / Test 3 to your H drive.Open iNZightand import the file.
3. Using iNZight, perform an Analysis of Variance test, to test whether or not the population average Hours worked(variable name = "hours") vary by Ethnicity (variable name = "ethnicity").Test at the 5% level.
4. From the iNZightoutput, supply the following details:
5. (a)The test statistic for the ANOVA is(give your answer to 4 decimal places)
6. (b)The p-value for the ANOVA is(give your answer to 4 decimal places)
7. (c)Should the null hypothesis be rejected?Answer YES or NO in the box
8. (d)Is there evidence that the population mean Income depends on Ethnicity?Answer YES or NO in the box
9. (e)A confidence interval for the population mean Hours worked is provided for each Ethnicity.The likely range for the mean of those Maori respondents isfromto(give your answers to 2 decimal places)

6 points

QUESTION 12

1. A random sample of 107 mencontains 25 smokers.What is the sample proportion of non-smokers?(Give your answer to 2dp)

1 points

QUESTION 13

1. A researcher wishes to estimate a population proportion to within a margin of error of 0.05.A pilot sample of 50 observations has a sample proportion equal to 0.75.Using this sample proportion, how large a sample is needed to achieve the desired margin of error?
2. NB:the solution tois

1 points

QUESTION 14

1. You wish to test the null hypothesis H₀: p =0.35 using a sample with sample proportion = 0.46and n =50.What is the value of the test statistic?( answer to 2 decimal places)
2. NB: the sample proportion has standard error

1 points

QUESTION 15

1. In a sample of 29 males, 15 take QUAN 102at university, while in a sample of 58 females,19 take QUAN 102at university.What is the pooled sample proportion of people taking QUAN 102?(Give your answer to 2 decimal places.)

1 points

QUESTION 16

1. A sample of individuals is asked which of three alternative company logos they prefer. The resulting contingency table is:
2. Option 1Option 2Option 3Male311224Female191242
4. Assuming gender and preference are independent, what is the expected frequency of females who prefer option 3 (to 1 decimal place)?Note that n =140

1 points

QUESTION 17

1. Each answer is worth ONE mark.FOUR marks total.
2. Download the file PT3.data.csvfrom the folder Course Resources / Test 3 to your H drive.Open iNZightand import the file.
3. Using iNZight, perform a chi-square test, to test whether or not the Qualification level (variable name = "qualification") and Sex (variable name = "sex") are independent.Test at the 5% level.
4. From the iNZightoutput, supply the following details:
5. (a)The chi-square test statistic is(give your answer to 4 decimal places)
6. (b)The p-value for the chi-square test is(give your answer to 4 decimal places)
7. (c)Should the null hypothesis be rejected?Answer YES or NO in the box
8. (d)Is there evidence that the qualification level and sex are independent?Answer YES or NO in the box

4 points

QUESTION 18

1. A regression yields the following output:
2. CoefficientStandard errort-statisticp-value1.38400.51002.71370.0095
3. What will the test statistic be for a test of(to 3 decimal places)

ethnicity region auckland sex agegrp under_25 qualification occupation hours income Asian Auckland Auckland female 40 Over 25 degree clerical 20 676 Asian Auckland Auckland female 35 Over 25 degree community 56 986 Asian Auckland Auckland female 45 Over 25 degree labourer 35 670 Asian Auckland Auckland female 45 Over 25 degree professional 37.5 1962 Asian Christchurch Non-Auckland female 35 Over 25 degree professional 13 757 Asian Auckland Auckland male 45 Over 25 degree manager 40 1899 Asian Christchurch Non-Auckland male 35 Over 25 degree professional 45 1109 Asian Gisborne Non-Auckland male 20 Under 25 degree technician 40 684 Asian Wellington Non-Auckland male 25 Over 25 degree professional 40 735 European Auckland Auckland female 50 Over 25 degree clerical 35 1312 European Auckland Auckland female 40 Over 25 degree clerical 37.5 639 European Auckland Auckland female 35 Over 25 degree professional 40 1208 European Auckland Auckland female 35 Over 25 degree professional 40 1171 European Auckland Auckland female 30 Over 25 degree professional 32 1152 European Auckland Auckland female 50 Over 25 degree professional 37.5 840 European Auckland Auckland female 25 Over 25 degree professional 22 442 European BoP Non-Auckland female 40 Over 25 degree manager 26 1188 European Christchurch Non-Auckland female 50 Over 25 degree manager 38.5 1375 European Christchurch Non-Auckland female 25 Over 25 degree professional 45 688 European Christchurch Non-Auckland female 35 Over 25 degree professional 5 216 European Christchurch Non-Auckland female 35 Over 25 degree professional 9 112 European Gisborne Non-Auckland female 45 Over 25 degree manager 42.5 2054 European Gisborne Non-Auckland female 30 Over 25 degree professional 27.5 683 European Gisborne Non-Auckland female 20 Under 25 degree sales 24 292 European Manawatu Non-Auckland female 45 Over 25 degree manager 20 551 European Manawatu Non-Auckland female 40 Over 25 degree professional 40 1933 European Manawatu Non-Auckland female 40 Over 25 degree professional 45 1055 European Nelson Non-Auckland female 35 Over 25 degree professional 27 1165 European Northland Non-Auckland female 40 Over 25 degree professional 2 62 European Otago Non-Auckland female 35 Over 25 degree professional 40 1381 European Taranaki Non-Auckland female 55 Over 25 degree professional 15 343 European Waikato Non-Auckland female 50 Over 25 degree manager 30 4619 European Waikato Non-Auckland female 45 Over 25 degree professional 35.5 1407 European Wellington Non-Auckland female 35 Over 25 degree clerical 40 1255 European Wellington Non-Auckland female 30 Over 25 degree professional 40 1962 European Wellington Non-Auckland female 35 Over 25 degree professional 40 1208 European Wellington Non-Auckland female 20 Under 25 degree professional 8 123 European Wellington Non-Auckland female 35 Over 25 degree technician 42 1871 European Auckland Auckland male 50 Over 25 degree clerical 36 799 European Auckland Auckland male 55 Over 25 degree manager 40 1514 European Auckland Auckland male 40 Over 25 degree professional 40 1916 European Christchurch Non-Auckland male 20 Under 25 degree clerical 40 865 European Christchurch Non-Auckland male 55 Over 25 degree professional 40 1085 European Manawatu Non-Auckland male 20 Under 25 degree machinery 40 684 European Manawatu Non-Auckland male 65 Over 25 degree manager 4 108 European Manawatu Non-Auckland male 55 Over 25 degree professional 22.5 1090 European Otago Non-Auckland male 45 Over 25 degree labourer 65 1377 European Otago Non-Auckland male 25 Over 25 degree professional 40 778 European Southland Non-Auckland male 60 Over 25 degree professional 126 2958 European Waikato Non-Auckland male 30 Over 25 degree professional 66 1864 European Waikato Non-Auckland male 60 Over 25 degree professional 44 1467 European Wellington Non-Auckland male 30 Over 25 degree professional 37 2113 European Wellington Non-Auckland male 20 Under 25 degree professional 76 1458 Maori Auckland Auckland female 40 Over 25 degree professional 15 419 Maori Gisborne Non-Auckland female 25 Over 25 degree sales 40 864 Maori Manawatu Non-Auckland female 55 Over 25 degree professional 60 1817 MELAA Auckland Auckland female 45 Over 25 degree professional 40 1338 Other Auckland Auckland male 35 Over 25 degree professional 13 211 Other Wellington Non-Auckland male 40 Over 25 degree professional 40 1772 Pacific Auckland Auckland female 20 Under 25 degree sales 37 1198 Asian Auckland Auckland female 65 Over 25 none labourer 38 722 Asian Auckland Auckland female 55 Over 25 none labourer 14 653 Asian Waikato Non-Auckland male 40 Over 25 none technician 40 1456 European Gisborne Non-Auckland female 60 Over 25 none manager 16 726 European Manawatu Non-Auckland female 15 Under 25 none professional 40 1333 European Nelson Non-Auckland female 30 Over 25 none labourer 25 75 European Taranaki Non-Auckland female 60 Over 25 none labourer 40 1477 European Waikato Non-Auckland female 60 Over 25 none community 50 990 European Auckland Auckland male 25 Over 25 none labourer 40 648 European Auckland Auckland male 30 Over 25 none labourer 40 576 European Christchurch Non-Auckland male 20 Under 25 none clerical 40 848 European Christchurch Non-Auckland male 35 Over 25 none manager 50 1193 European Christchurch Non-Auckland male 50 Over 25 none sales 40 1100 European Gisborne Non-Auckland male 40 Over 25 none labourer 40 559 European Gisborne Non-Auckland male 45 Over 25 none manager 50 748 European Manawatu Non-Auckland male 15 Under 25 none community 32 582 European Manawatu Non-Auckland male 40 Over 25 none manager 50 1462 European Northland Non-Auckland male 45 Over 25 none labourer 40 594 European Northland Non-Auckland male 60 Over 25 none machinery 55 550 European Waikato Non-Auckland male 40 Over 25 none manager 40 1562 European Waikato Non-Auckland male 15 Under 25 none manager 32.5 823 European Wellington Non-Auckland male 60 Over 25 none machinery 57.5 829 European Wellington Non-Auckland male 25 Over 25 none professional 9 388 Maori Auckland Auckland female 25 Over 25 none clerical 40 1139 Maori Auckland Auckland female 45 Over 25 none community 24 854 Maori Manawatu Non-Auckland female 45 Over 25 none clerical 30 351 Maori Northland Non-Auckland female 15 Under 25 none manager 25 183 Maori Northland Non-Auckland female 40 Over 25 none sales 9 179 Maori Northland Non-Auckland male 15 Under 25 none professional 40 1899 Maori Northland Non-Auckland male 15 Under 25 none sales 40 792 Maori Taranaki Non-Auckland male 45 Over 25 none labourer 38.5 1222 Maori Wellington Non-Auckland male 30 Over 25 none sales 40 873 MELAA Auckland Auckland female 35 Over 25 none professional 37 1174 MELAA Auckland Auckland male 25 Over 25 none labourer 45 639 Other Christchurch Non-Auckland female 20 Under 25 none community 25 468 Pacific Auckland Auckland female 40 Over 25 none clerical 37 932 Pacific Auckland Auckland female 60 Over 25 none clerical 32 363 Pacific Auckland Auckland female 45 Over 25 none professional 29.5 242 Pacific Waikato Non-Auckland female 15 Under 25 none community 10 303 Pacific Auckland Auckland male 50 Over 25 none machinery 37.5 2329 Pacific Manawatu Non-Auckland male 15 Under 25 none professional 23 293 Pacific Northland Non-Auckland male 25 Over 25 none labourer 40 1188 Asian Christchurch Non-Auckland female 60 Over 25 other clerical 40 648 European Auckland Auckland female 50 Over 25 other clerical 40 1683 European Auckland Auckland female 20 Under 25 other clerical 37 970 European Auckland Auckland female 30 Over 25 other professional 40 1045 European Auckland Auckland female 40 Over 25 other technician 32 1227 European Christchurch Non-Auckland female 40 Over 25 other labourer 40 1188 European Taranaki Non-Auckland female 20 Under 25 other clerical 45 714 European Wellington Non-Auckland female 60 Over 25 other clerical 40 450 European Auckland Auckland male 60 Over 25 other machinery 50 1679 European Auckland Auckland male 45 Over 25 other professional 40 1224 European Christchurch Non-Auckland male 35 Over 25 other manager 38 2278 European Gisborne Non-Auckland male 35 Over 25 other manager 40 684 Maori Gisborne Non-Auckland female 65 Over 25 other clerical 5 249 Maori Wellington Non-Auckland female 20 Under 25 other sales 37 1719 Maori Southland Non-Auckland male 30 Over 25 other labourer 45 802 Maori Wellington Non-Auckland male 55 Over 25 other labourer 40 803 Other Christchurch Non-Auckland female 50 Over 25 other community 33 382 Asian Auckland Auckland female 40 Over 25 school community 27 786 Asian Auckland Auckland female 45 Over 25 school labourer 23 710 Asian Auckland Auckland female 20 Under 25 school professional 34.5 1025 Asian BoP Non-Auckland female 25 Over 25 school manager 43 1241 Asian Auckland Auckland male 30 Over 25 school clerical 40 1044 Asian Auckland Auckland male 25 Over 25 school professional 60 942 European Auckland Auckland female 30 Over 25 school clerical 40 1128 European BoP Non-Auckland female 35 Over 25 school clerical 40 630 European BoP Non-Auckland female 60 Over 25 school professional 35 3038 European Christchurch Non-Auckland female 50 Over 25 school clerical 40 1224 European Christchurch Non-Auckland female 50 Over 25 school clerical 40 1191 European Christchurch Non-Auckland female 60 Over 25 school professional 25 321 European Christchurch Non-Auckland female 30 Over 25 school technician 38 875 European Christchurch Non-Auckland female 65 Over 25 school technician 4 137 European Gisborne Non-Auckland female 45 Over 25 school clerical 16 4834 European Gisborne Non-Auckland female 25 Over 25 school labourer 15 516 European Gisborne Non-Auckland female 15 Under 25 school sales 6.5 374 European Nelson Non-Auckland female 50 Over 25 school clerical 18.5 655 European Nelson Non-Auckland female 65 Over 25 school community 40 633 European Nelson Non-Auckland female 20 Under 25 school technician 40 725 European Waikato Non-Auckland female 45 Over 25 school machinery 12 264 European Wellington Non-Auckland female 30 Over 25 school clerical 42.5 1143 European Wellington Non-Auckland female 25 Over 25 school clerical 25 503 European Wellington Non-Auckland female 45 Over 25 school manager 40 1266 European Wellington Non-Auckland female 40 Over 25 school sales 37 863 European Wellington Non-Auckland female 60 Over 25 school sales 20 230 European Wellington Non-Auckland female 50 Over 25 school technician 16 216 European Auckland Auckland male 20 Under 25 school labourer 3 35 European Auckland Auckland male 35 Over 25 school manager 40 1822 European Auckland Auckland male 60 Over 25 school manager 40 1319 European Auckland Auckland male 55 Over 25 school professional 41.5 911 European Auckland Auckland male 20 Under 25 school technician 30 1486 European Auckland Auckland male 20 Under 25 school technician 37 829 European Auckland Auckland male 55 Over 25 school technician 44 706 European Auckland Auckland male 20 Under 25 school technician 40 650 European BoP Non-Auckland male 20 Under 25 school professional 37.5 1504 European Christchurch Non-Auckland male 50 Over 25 school machinery 40 886 European Christchurch Non-Auckland male 30 Over 25 school manager 50 1260 European Christchurch Non-Auckland male 30 Over 25 school manager 45 1055 European Christchurch Non-Auckland male 20 Under 25 school professional 43 1135 European Christchurch Non-Auckland male 20 Under 25 school sales 70 1008 European Christchurch Non-Auckland male 45 Over 25 school technician 62 1854 European Christchurch Non-Auckland male 25 Over 25 school technician 40 1364 European Gisborne Non-Auckland male 60 Over 25 school labourer 4 54 European Manawatu Non-Auckland male 20 Under 25 school community 40 791 European Nelson Non-Auckland male 20 Under 25 school technician 40 604 European Northland Non-Auckland male 30 Over 25 school sales 8 176 European Otago Non-Auckland male 45 Over 25 school manager 50 1498 European Waikato Non-Auckland male 25 Over 25 school labourer 40.5 591 European Wellington Non-Auckland male 15 Under 25 school labourer 40 717 European Wellington Non-Auckland male 20 Under 25 school labourer 40 648 European Wellington Non-Auckland male 55 Over 25 school machinery 60 3119 Maori Auckland Auckland female 30 Over 25 school machinery 40 360 Maori Auckland Auckland female 15 Under 25 school sales 9 81 Maori Gisborne Non-Auckland female 45 Over 25 school manager 32 1106 Maori Manawatu Non-Auckland female 20 Under 25 school labourer 22 245 Maori Northland Non-Auckland female 45 Over 25 school technician 33 673 Maori Waikato Non-Auckland female 20 Under 25 school manager 40 725 Maori Auckland Auckland male 60 Over 25 school machinery 20 675 Maori Auckland Auckland male 35 Over 25 school machinery 40 576 Maori Northland Non-Auckland male 45 Over 25 school labourer 45 1136 Maori Wellington Non-Auckland male 25 Over 25 school machinery 40 949 MELAA Auckland Auckland male 20 Under 25 school labourer 57.5 713 Other Southland Non-Auckland male 45 Over 25 school manager 34 1267 Pacific Auckland Auckland female 20 Under 25 school professional 20 396 Pacific Auckland Auckland male 20 Under 25 school machinery 60 1755 Asian Auckland Auckland female 25 Over 25 vocational labourer 40 504 Asian Auckland Auckland female 45 Over 25 vocational labourer 20 255 Asian Christchurch Non-Auckland female 50 Over 25 vocational community 38 820 Asian Auckland Auckland male 45 Over 25 vocational machinery 45 1448 Asian Auckland Auckland male 45 Over 25 vocational machinery 40 666 Asian Gisborne Non-Auckland male 35 Over 25 vocational professional 40 1068 European Auckland Auckland female 30 Over 25 vocational professional 45 1052 European Auckland Auckland female 60 Over 25 vocational technician 8 160 European Christchurch Non-Auckland female 30 Over 25 vocational clerical 30 926 European Christchurch Non-Auckland female 55 Over 25 vocational clerical 35 828 European Christchurch Non-Auckland female 50 Over 25 vocational community 40 863 European Christchurch Non-Auckland female 35 Over 25 vocational community 15 793 European Christchurch Non-Auckland female 20 Under 25 vocational community 20.5 271 European Christchurch Non-Auckland female 25 Over 25 vocational labourer 8 228 European Christchurch Non-Auckland female 40 Over 25 vocational manager 3 76 European Christchurch Non-Auckland female 45 Over 25 vocational professional 28 539 European Gisborne Non-Auckland female 25 Over 25 vocational clerical 20 300 European Gisborne Non-Auckland female 60 Over 25 vocational labourer 50 1438 European Gisborne Non-Auckland female 60 Over 25 vocational professional 37.5 1351 European Manawatu Non-Auckland female 40 Over 25 vocational sales 16 189 European Nelson Non-Auckland female 40 Over 25 vocational clerical 40 466 European Nelson Non-Auckland female 50 Over 25 vocational professional 60 2438 European Nelson Non-Auckland female 55 Over 25 vocational professional 33 619 European Otago Non-Auckland female 30 Over 25 vocational clerical 30 660 European Otago Non-Auckland female 55 Over 25 vocational manager 40 1347 European Otago Non-Auckland female 15 Under 25 vocational sales 40 799 European Otago Non-Auckland female 35 Over 25 vocational technician 24 637 European Waikato Non-Auckland female 60 Over 25 vocational clerical 40 1097 European Waikato Non-Auckland female 55 Over 25 vocational community 50 1148 European Waikato Non-Auckland female 55 Over 25 vocational manager 35 693 European Waikato Non-Auckland female 50 Over 25 vocational professional 22 968 European Wellington Non-Auckland female 20 Under 25 vocational clerical 15 189 European Wellington Non-Auckland female 30 Over 25 vocational community 38.5 966 European Wellington Non-Auckland female 20 Under 25 vocational professional 20 234 European Wellington Non-Auckland female 55 Over 25 vocational sales 15 268 European Auckland Auckland male 55 Over 25 vocational labourer 40 619 European Auckland Auckland male 55 Over 25 vocational manager 50 1812 European Auckland Auckland male 30 Over 25 vocational manager 40 829 European Auckland Auckland male 25 Over 25 vocational professional 52 1489 European Auckland Auckland male 45 Over 25 vocational technician 45 652 European BoP Non-Auckland male 55 Over 25 vocational professional 50 1010 European BoP Non-Auckland male 40 Over 25 vocational technician 40 898 European BoP Non-Auckland male 30 Over 25 vocational technician 40 840 European Christchurch Non-Auckland male 30 Over 25 vocational clerical 40 888 European Christchurch Non-Auckland male 60 Over 25 vocational manager 45 1508 European Christchurch Non-Auckland male 25 Over 25 vocational manager 60 1240 European Christchurch Non-Auckland male 20 Under 25 vocational technician 45 1010 European Christchurch Non-Auckland male 55 Over 25 vocational technician 45 855 European Christchurch Non-Auckland male 55 Over 25 vocational technician 45 770 European Gisborne Non-Auckland male 25 Over 25 vocational technician 40 711 European Manawatu Non-Auckland male 50 Over 25 vocational professional 43 1953 European Manawatu Non-Auckland male 30 Over 25 vocational professional 40 949 European Manawatu Non-Auckland male 55 Over 25 vocational sales 40 1302 European Manawatu Non-Auckland male 40 Over 25 vocational technician 33 1503 European Nelson Non-Auckland male 25 Over 25 vocational machinery 40 1122 European Nelson Non-Auckland male 55 Over 25 vocational technician 30 2589 European Nelson Non-Auckland male 40 Over 25 vocational technician 43 660 European Otago Non-Auckland male 25 Over 25 vocational manager 40 836 European Southland Non-Auckland male 20 Under 25 vocational labourer 15 215 European Southland Non-Auckland male 65 Over 25 vocational sales 40 1510 European Taranaki Non-Auckland male 25 Over 25 vocational machinery 40 572 European Waikato Non-Auckland male 30 Over 25 vocational machinery 45 1287 European Waikato Non-Auckland male 25 Over 25 vocational manager 55 2234 European Waikato Non-Auckland male 65 Over 25 vocational none 40 466 European Waikato Non-Auckland male 20 Under 25 vocational technician 40 953 Maori Auckland Auckland female 50 Over 25 vocational clerical 40 1384 Maori Gisborne Non-Auckland female 30 Over 25 vocational machinery 16 3376 Maori Southland Non-Auckland female 40 Over 25 vocational community 40 653 Maori Wellington Non-Auckland female 35 Over 25 vocational clerical 36 689 Maori Auckland Auckland male 45 Over 25 vocational machinery 50 769 Maori BoP Non-Auckland male 40 Over 25 vocational labourer 47.5 784 Maori Northland Non-Auckland male 45 Over 25 vocational manager 60 1818 Maori Otago Non-Auckland male 20 Under 25 vocational manager 24 281 Maori Waikato Non-Auckland male 30 Over 25 vocational sales 40 844 Other Auckland Auckland female 40 Over 25 vocational labourer 50 590 Other Gisborne Non-Auckland male 35 Over 25 vocational technician 50 1654 Other Waikato Non-Auckland male 45 Over 25 vocational technician 40 738 Pacific Auckland Auckland female 40 Over 25 vocational professional 40 539 Pacific Auckland Auckland female 25 Over 25 vocational technician 40 1170 Pacific Wellington Non-Auckland female 45 Over 25 vocational machinery 29.5 1058 Pacific Wellington Non-Auckland female 30 Over 25 vocational manager 40 1224 Pacific Wellington Non-Auckland female 25 Over 25 vocational professional 40 1043 Pacific Auckland Auckland male 20 Under 25 vocational technician 46 1363