FAS411S - FUNDAMENTALS OF AGRICULTURAL STATISTICS - 1ST OPP - JUNE 2025


FAS411S - FUNDAMENTALS OF AGRICULTURAL STATISTICS - 1ST OPP - JUNE 2025



1 Pages 1-10

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1.1 Page 1

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nAmlBIA unlVERSITY
OF SCIEnCE Ano TECHnOLOGY
FACULTY OF COMMERCE, HUMAN SCIENCES AND EDUCATION
DEPARTMENT OF TECHNICAL AND VOCATIONAL EDUCATION AND TRAINING (TVET)
QUALIFICATION: NUST BRIDGING PROGRAMME -TVET AGRICULTURE
SPECIALISATION
QUALIFICATION CODE: 04NBTA
LEVEL: 4
COURSE CODE: FAS411S
COURSE NAME: FUNDAMENTALS
OF AGRICULTURAL STATISTICS
SESSION: JUNE 2025
DURATION: 3 HOURS
PAPER: 1
MARKS: 100
EXAMINER(S)
FIRST OPPORTUNITY EXAMINATION QUESTION PAPER
MS. E MATALI
MODERATOR: Dr TEOFILUS SHIIMI
INSTRUCTIONS
1. This question paper consists of SECTION A and SECTIONB questions
2. For SECTIONA write down the letter corresponding to the correct option for each
question
3. For SECTION B is essay questions
4. Answer all questions in blue or black ink
ATTACHMENT: Formula sheet, t-table, z-table, chi-square table
PERMISSIBLE MATERIALS: 1. Non-Programmable Calculator without the cover
THIS QUESTION PAPER CONSISTS OF _11_ PAGES {Including this front page)
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SECTION A
QUESTION 1
[10 marks]
Write down the letter corresponding to your choice next to the question number.
1.1. When re-ordering, a farm owner is interested in ordering different animal feed.
Looking at the consumption data, which measure of central tendency is useful to
him?
a) Mean
b) Median
c) Mode
d) All the above
(1)
1.2. Which of the following is NOT a possible probability?
a)25/100
b) 1
c) -1
d)O
(1)
1.3. Mathematical probabilities can have values
a) Between -1 and 1 inclusive
b) Corresponding to any positive real number
c) Between O and 1 inclusive
d) Quotients of positive whole numbers or zero
(1)
1.4. An _____
is a process that generate well defined outcomes.
a) Simple random sampling
b) Experiment
c) Joint probability
d) Subjective probability
(1)
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1.5. Events A and Bare said to be mutually exclusive if
a) A intersection Bis not an empty set
b) A union Bis empty set
c) An intersection Bis empty set
d) None
(1)
1.6. A pig is chosen at random from a pig house of 16 males and 14 females. What is
the probability that the pig chosen is not a male?
a) 8/15
b) 7/15
c) 0.35
d) 0
(1)
1.7. Which of the following represents the numeric characteristics of the population.
a) A statistics
b) A parameter
c) A variance
d) A distribution
(1)
1.8. -----
is the likelihood of an outcome of event
a) Sampling
b) Experiment
c) Cluster sampling
d) Probability
(1)
1.9. Fill in the blank to make the following sentence true. "The frequency of a particular
outcome is the number of times it occurswithin a specific_ of a population."
a) Frequency
b) Variance
c) Sample
d) Distribution
(1)
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1.10. A sample of a population is
a) An experiment in the population
b) A subset of the population
c) A variable in the population
d) An outcome of the population
(1)
SECTION B
QUESTION 2 {TRUE OR FALSEQUESTIONS)
[10 marks]
2.1. Indicate whether each of the following statements is true or false, and provide a
justification for your answer.
[10 marks]
2.1.1 The standard deviation measures the central tendency of a dataset.
2.1.2. The probability of an event is always between O and 1.
2.1.3. The values of a chi-square can be zero or positive but never negative
2.1.4. A larger sample size reduces the accuracy of an estimate.
2.1.5. The cumulative frequency of the last class in a frequency distribution is equal to the
total number of observations.
2.1.6. The range of a data set is calculated by adding the highest and lowest values.
2.1.7. A scatter plot is useful for visualizing the correlation between two quantitative
variables.
2.1.8. A small p-value in hypothesis testing suggests that the null hypothesis should be
rejected.
2.1.9. A histogram is used to display the relationship between two variables.
2.1.10. The coefficient of variation is expressed as a percentage.
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5

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SECTIONC
QUESTION 3
3.1. A fair coin is tossed twice. The outcome of each toss is recorded.
[80 marks]
[15]
3.1.1. Draw a tree diagram to represent all possible outcomes.
(5)
3.1.2. Find the probability of:
a) Getting two heads
(2)
b) Getting at least one tail
(3)
c) Getting exactly one head
(3)
3.2. The following relates to the weights of 36 female students in Namibia University of
Science and Technology. The data were recorded to the nearest kilogram.
[8]
3.2.1. Using classes 120 to less than 130, 130 to less than 140, and 140 to less than 150...,
construct a frequency distribution table for the data. NB your frequency distribution table
must include; less than cumulative frequency, percentage frequency and class midpoint.
138
146
168
146
161
164
158
126
173
150
140
138
142
135
173
150
132
147
176
147
144
136
163
135
150
125
148
120
153
149
150
125
152
154
140
145
157
144
165
135
3.3. Over the course of 3 hours 55 batches of harvested crops arrive at a processing facility.
The processing facility has been recording the delay in the arrival of each batch, measured
in minutes. The number of minutes they were late is shown in the grouped frequency table
below.
[12]
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Minutes late
0-10
10-20
20-30
30-40
40-50
50-60
Frequency
5
10
7
27
4
2
3.3.1. Estimate the mean late arrival time for the batches of crop
(4)
3.3.2. Estimate the variance for late arrival time for the batches of crop
(4)
3.3.3. Estimate the standard deviation for late arrival time for the batches of crop
(4)
3.4. Make a Stem-and-Leaf Plot of the following set of data sets:
[9]
a) 7, 10, 11, 12, 11, 11, 13, 8, 22, and 23
(3)
b) 1.6, 2.4, 1.8, 2.3, 1.9, 1.6, 2, 4.1, and 4
(3)
c) 121, 90, 97, 96, 110, 118, 128, and 120
(3)
3.5. Suppose that there were 120 students in the classroom and that they could be classified
as follows:
[14]
3.5.1. Complete the contingency table by calculating the missing values: a, b, c, and d. (4)
Gender
Male
Female
Total
HAIR COLOUR
Brown
Not Brown
20
a.
b.
30
so
d.
Total
60
C.
120
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3.5.2. Find the probability that a randomly selected:
a) P(A}=
b) P(AnB} =
c) P(AUB}=
d) P(BnC} =
e) P (NnB} =
(10)
(2)
(2)
(2)
(2)
(2)
3.6. A trade union claims that the average hourly rate paid to domestic cleaners
throughout the country is only N$2,85. To test this claim, a survey amongst a sample
of 250 domestic farm workers was conducted. The sample mean was found to be
N$3,03. Assume the population standard deviation of hourly rates paid to domestic
farm workers is N$1,00. Test the hypothesis at 5% significance level that the average
hourly rate paid to domestic farm workers is indeed N$2,85.
[12]
3.7. An agriculture clothing store analyzed the value of purchases made on credit card
by a sample of 25 credit card customers. The sample mean was found to be N$165,45
with a sample standard deviation of N$38,60. Construct a 95% Cl for the actual mean
value of credit card purchases at this store.
[1O]
END OF PAPER [100]
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FORMULA SHEET
Xt
l;'(X)= Exp,
C) P(X = x) = pxq• -
b = ,,r -Exty
n •Al -(l: ,:)l
,T=--X +X
n +lit
II
pl:
· _ 'C' le -Ir)~
X ca, - l., I.
= -I>.
P,)-(,, 1-,T)
= ,1 sl
E{.r -
tt-1
s
L1u,n-1 -)(ii
9

1.10 Page 10

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2-Table
The table shows cumulative probabilities for the standard normal curve.
Cumulative probabilities for NEGATIVEz-values are shown first. SCROLLDOWN to the 2nd
page for POSITIVEz
--
z
-
-
-
.00
.01
.J.4 .0003 .0003
-3.3 .0005 .0005
.J.2 .0007 .0007
-3.1 .0010 .0009
-3.0 .0013 .0013
I -2.9 .0019 .0018
-2.8 .0026 .0025
:i.1 .0035 .00~
-2.6 .0047 .0045
-2.5 .0062 .0060
-2..4 .0082 .0080
' -2.3 .0107 .0104
-2.l. .0139 .0136
.2.1 .0179 .0174
-2.0 0228 .0222
I I -1.9 .0287 ,0281
I -1.8 .0359 .0351
-1.7 .0446 .OJ.36
-1.6 -~8
.0537
-1.5 .0668 .0655
'
-1.4
-1.3
.0808 .0793
.0968 .0951
-1.2 .1151 .1131
-1.1 .1357 .1335
.,.o .1587 .1562
.0.9 .1841 .1814
.0..8 .2119 .2090
--0.7 .2.d20 2389
.0.6 .2743 .2709
.0.5 .3085 .3050
.0.4 -~6
.3409
.0.3 .3821 .3783
.0.2 .4207 .4168
.0.1 .4602 .4562
f 0.0 .5000 .4960
-
.02
0003
.0005
.0000
.0009
.0013
0018
.0024
.0033
.0044
.0059
0078
.0102
0132
.0170
0217
.027J
.0344
.0427
0526
.0643
ona
.0934
1112
1314
1539
1788
2061
2358
2676
.3015
.3372
.3745
.4129
4522
4920
--
.03
OOJ3
.0004
.0006
.0009
0012
.0017
.0023
0032
.0043
.0057
.0075
,0099
.0129
.0166
.0212
.0268
.0336
.0418
.0616
.0630
.0764
09t8
.1093
1292
. 1515
.1762
2033
2327
2643
.2981
.3336
.3707
.4090
4483
4880
-
.04
.0003
.0004
.0006
.0008
.0012
.0016
.0023
.0031
.0041
.0055
.0073
.0096
.0125
.0162
.0207
.0262
.0329
.Oit09
.0505
.0618
.0749
_09()1
.1075
.1271
.1492
.1736
..2005
.2296
.2611
.29J6
.3300
.3W3
.4052
.4443
.de.to
--
.05
.0003
.0004
.0006
.0008
.0011
.00-16
.0022
.0030
.0040
.0054
.0071
.0094
.0122
.0158
0202
.0156
.0322
.0401
.0495
.0606
.0735
.0885
.1056
.1251
.1469
.1711
.1sn
,2266
.2578
.2912
.326-i
.3632
.4013
.4404
.4801
-
.06
.C003
.0004
.0006
.0008
.0011
.0015
.0021
.0029
.0039
.0052
.0069
.0091
.0119
.OIS4
.0'197
.0250
.03ld
.0392
-~85
.0594
.on1
.0069
.1038
.1230
.1446
.1685
.1949
.2236
.2546
.28TT
.3228
.3594
3974
.4364
0:761
-
.07
0003
.0004
.0005
.0008
.0011
.0015
.0021
.0028
.0038
.0051
.0068
.0089
.0116
.0150
.0192
.0244
.0307
.0384
.0475
.0582
.0700
.0853
.1020
.1210
.1423
.1660
.1922
.22~
.2514
.2843
.3192
..3557
.3936
.4325
,'1721
- --
.08
.0003
-~
.0005,
.0007
.0010
.0014
.0020
.0027
.0037
.00!9
.0066
.0087
.0113
.0146
.0188
.0239
.0301
.0375
.0465
_0:,,1
.0694
.0838
.1003
.1190
.1401
.1635
.189-$
.2177
.2483
.2810
.3156
.3520
.3897
.4286
.4681
--
.09
j
.0002
.0003
.0005
J)007
.0010 I
.0014 II
.0019
I 0026
.0036
.0048 I•
I•
.0064
_()()84
0110 I'
.0143-
0183
.0233
.0294
.0367
.0455
I .0559
.0681
,0823
.0985
.1170
.1379
.1611
.1867
,2148
.2451
.2776
.3121
.3483
.3859
.42.47
.4641
10

2 Pages 11-20

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2.1 Page 11

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"z
0.0
0.1
0.2
0.3
0.4
0.5
0.6
t 0.7
f 0.8
I 0.9
1.0
1.1
1.2
1.3
1.4
1.5
1.6
1.7
I 1.8
i 1.9
r 2.0
2.1
2.2
i 2.3
)u
f 2.5
2.6
2.7
2.8
2.9
3.0
3.1
3.2
3.3
J.4
-
Cumulative probabilities for POSITIVEz-values are shown below.
-
__ ,
-- -~-
-
.~
-
.00
.01
.02
.03
.04
.05
.06
.07
.08
.5000 .5040 .5080 .5120 .5160 .5199 .5239 .5279 .5319
.5398 .5438 .5478 .5517 .5557 .5596 .5636 .5675 .5714
.5793 .5832 .5871 .5910 .5948 .5987 .6026 .6064 .6103
.6179 .6217 .6255 .6293 .6331 .6368 .6406 .6443 .6400
.655d .6591 .6628 .6664 .6700 .6736 .6772 .6808 .6844
.6915 .6950 .6985 .7019 .7054 .7088 .7123 .7157 .7190
.7257 7291 .7324 .7357 .7389 .1<122 .7454 .7486 .7517
.7580 .761'1 .7642 .7673 .7704 .7T34 .n64 .TT94 .7823
.7881 .7910 .7939 .7967 .7995 .8023 .8051 .8078 .8106
.8159 .8186 8212 8238 .8264 .8289 .8315 ,8340 .8365
.8413 .8438 .8461 .8485 .8508 .8531 .8554 .8577 .8599
.8643 .8665 .8686 .S708 .8729 .8749 .8770 .8790 .8810
.8849 .8869 .8888 .~7
.8925 .8944 .6962 .8980 .8997
.9032 .9:>49 .9066 .9082 .9099 .9115 .9131 .9147 .9162
.9192 .CJl.07 .9222
I .93.32 I .9345 I .9357
.9452 .9463 .9"474
I I .9564 .9564 .9573
,9641 .9649 .9656
.9236
.9370
.9-l84
.9582
.9664
.9251
.9382
.9495
.9591
.9671
.9265
.9394
.9505
.9599
.9678
.9279
.9406
.9515
.9608
.9686
.9292
.9418
.9525
.9616
.9693
.9306
.9429
.9535
.9625
.9699
.9713 .'!'119 .9726 .9732 .9738 .9744 .9750 .9756 .9761
.9772 .9778 9783 .9788 .9793 .9798 .9803 .9808 .9812
.9821 .9826 .9830 .9834 .9838 .9842 .9846 .9850 .9654
.9861 .9864 .9868 .9871 .9675 .9878 .9881 .9884 .9887
.9893 .9896 .9898 .9901 .9904 .99£l6 .9909 .9911 .9913
.9918 .9920 .9922 .9925 .9927 .9929 .9931 .9932 .9934
.9938
.9953
.9965
.9940
.9955
.9966
.9941
.9956
.9967
.9943 .9945
I .9957 .9959
.99!xl .9969
.994~
.9960
.9970
.9948
.9961
.9971
.9949
.9962
.9972
.9951
.9963
.9973
.9974 .9975 .9976 .9.977 .9977 .9978 .9979 .9979 .9980
.9981 .9982 .9982 .9983 .9984 .9984 .9985 .9985 .9986
.9987 .9987 ,9987 .9988 .9988 .9989 .9989 .9989 .9990
.9990 .9991 9991 .9991 .9992 .9. 992 .9992 .9992 .9993
.9m .9993 .9994 .9994 .9994 .999J .9994 .9995 .9995
.9995 .9995 .9995 .9996 .9996 .9996 .9996 .9996 .9996
- -- .999-7
.9997
.9997
--
.9997
.9997 ,9997
-
.9997
--
.9997
-·-
--
.9997
-
-
.09
.5359
.5753
.6141
.6517
.6879
.7224
.7549
.7852
.8133
.8389
.8621
.8830
.9015
.9177
.9319
.9441
.9545
.9633
.9706
.97fil
.9817
..9857
.98ro
.9916
.9936
.9952
.9964
.997.S
.9931
.9986
.9990
.9993
.9995
.9997
.9998
---
11

2.2 Page 12

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TABLE of CRITICAL VALUES for STUDENT'S t DISTRIBUTIONS
Column headings denote probabilities (a) above tabulated values.
d.f.
1
2
3
4
5
6
7
I8
9
10
11
'
12
13
14
15
16
17
I 18
19
20
21
22
23
24
26
26
27
28
29
30
31
I
32
33
34
35
36
37
36
39
40
60
80
' 100
I 120
140
160
'
180
200
' 250
inf
0.40 0..25
0.325 1.000
0.289 0.816
0.277 0.765
0.271 0.741
0.267 0,727
0.265 0.718
0.263 0.711
0.262 0.706
0.261 0.703
0.260 0.700
0.260 0.697
0.259 0.695
0.259 0.694
0.258 0.692
0.258 0.691
0.268 0.690
0.267 0.889
0.257 0.688
0.257 0.688
0.257 0.687
0.257 0.686
0.256 0.686
0.256 0.685
0.256 0.685
0.256 0.684
0.256 0.684
0256 0.684
0..256 0.683
0..2.56 0.683
0~
0.683
0.256 0,682
0.265 0.682
0265 0.682
0.255 0.682
0.265 0.682
0.255 0.681
0.255 0.681
0.255 0.681
0.255 0.681
0.255 0.681
0.254 0.679
0.264 0.678
0.254 0.677
0.254 o.sn
0.254 0.676
0.254 0.676
0.254 0.676
0.254 0.676
0.264 0.676
- 0,263 - 0.674
0.10
3.078
1.886
1.838
1-633
1.476
1.440
1.415
1.397
1.383
1.372
1.363
1.356
1.350
1.345
1.341
1.337
1.333
1.330
1.32-8
1.325
1.323
1.321
1.319
1.318
1.316
1.315
1.314
1.313
1.311
1.310
1.309
1.309
1.308
1.307
1.306
1.306
1.305
1.304
1.304
1.303
1,296
1,292
1.290
1.289
1.288
1.287
1.266
1.286
1.286
t.282
"
0,05
6.314
2.92-0
2.353
2.132
2.016
1.943
1.895
1.860
1.833
1.8t2
1.796
1.782
1.n1
1.761
1.763
1.746
1.740
1.734
1.729
1.725
1.721
1.717
1.714
1.711
1.708
1.706
1.703
1.701
f.699
1.6. 97
1.696
1.694
1.692
1.691
1.690
1,688
1.687
1.686
1.665
1.684
1.671
1.664
1.660
1.658
1.656
1.654
1.653
1.653
1.651
1.645
0.04
7.916
3.320
2.605
2.333
2.191
2.104
2.046
2.004
1.973
1.948
1.928
1.912
1.899
1,887
1.878
1.869
1,862
1.855
1.850
1.844
1.840
1.835
1,832
1,828
1.825
1.822
1.819
1.817
1.814
1.812
1 810
1.808
1.806
1.805
1.803
1.802
1.800
1.799
1.798
1.796
1.781
1.nJ
1.769
1.766
1.763
1.762
1.781
1.760
1.768
1.751
0.025 0.02 0.01
12.706 15.89-4 31.821
4.303 4.849 6.965
3.182 3,482 4.541
2.776 2.999 3.747
2 671 2 767 3.365
2.447 2.612 3,143
2.365 2.517 2.998
2.306 2.449 2.896
2..262 2.398 2.821
2..228 2.359 2.764
2.201 2.328 2.718
2.179 2.303 2.681
2.160 2.282 2.650
2.146 2.264 2.624
2.131 2.249 2.602
2.120 2.235 2.683
2.110 2.224 2.567
2.101 2.214 2.562
2.093 2.205 2.5S9
2.086 2.197 2.528
2.080 2.16-9 2.618
2.074 2.183 2.608
2.069, 2.1n 2.600
2.064 2.172 2.492
2.060 2.167 2.485
2.056 2.162 2.479
2.052 2.158 2.473
2.048 2.154 2.467
2.045 2.150 2.462
2.042 2.147 2.457
2.040 2.144 2,463
2.037 2.141 2.449
2,035 2.138 2.«5
2.032 2.136 2.'441
2.030 2.133 2.'438
2.028 2.131 2.434
2.026 2.129 2.431
2.024 2.127 2.428
2.023 2.125 2,426
2,021 2,123 2423
2.000 2.099 2..390
1.990 2.088 2.374
1.984 2.081 2.364
1.980 2.076 2.358
1.977 2.073 2.353
1.975 2.071 2.350
1.873 2.069 2.347
1.972 2,(~7 2.345
1.969 2.065 2.341
-- . - 1.960 2.054 2.326
0.005
63.656
9.925
5.841
4.604
4.032
3 707
3.499
3.355
3..250
3.169
3.106
3.055
3.012
2.977
2.947
2.921
2.898
2.878
2.861
2.845
2.831
2.819
2.807
2.797
2.787
2.TT9
2.n1
2.763-
2.756
2.760
2.744
2.738
2.733
2.728
2.724
2.719
2.715
2.712
2.708
2.704
2.660
2.639
2.626
2.617
2.611
2.807
2.603
2.601
2.696
2.576
0.0025 0.001 0..0005 11
127.321 318.289 636.578
14.089 22..328 31.600
7.453 10.214 12.924
5.598 7.173 8.610
4.773 M94 6,869
4.317 5.208 6.969
4.029 4.786 5.408
3.833 4.601 5.041
3.690 4..297 4.781
3.581 4.144 4..587
3.'497 4.025 4.437
3.428 3-.930 4.318
3.372 3.852 4.221
3.326 3.787 4.140
3.286 3.733 4.073
3.262
3.222
3.197
3.686
3.646
3.610
I 4.016
3.965
3.922
3.17'4 3.579 3.883
3.163 3,552 3.850
3.136 J.527 3.819
3.119
3.104
3.091
3.078
3.505
3.485
3.467
3.450
I 3,792
J.768
3.745
3.ns ;,
3.067 3.435 3.707
3.057 3..421 3.689 II
3.047 3.408 3.674
3.038 3.-396 3.660
3.030 3.385 3.646
3.022 3.375 3.633
3.015 3.365 3.622
3.008 3.356 3.611
3.002
2.996
2.990
3.348
3.340
3.333
3.601
I 3.591
3.582
2.985 3.326 3.674
2.980 3.319 3.566 ,I
2.976 3.313 3.668
2.971 3.307 3.651
2.915 3.232 3.-460
2.887 3.195 3..C16
2.871 3.17'4 3.390
2.860 3.160 3.373
2.852 3.1-49 3.361
2.847 3.142 3.352
2.642 3.136 3.346
2.838 3.131 3.340
2.832 3.123 3.330
-- 2.807 3.090 3.290
12