Table I: The Standard Normal Distribution Function
f(z)
0.4
0.3
Φ(z0)
0.2
0.1
−3
−2
−1
1 z0
0
>
2
3
z
z
1
2
√ e−w /2 dw
2π
−∞
)(−z) = 1 − )(z)
P(Z ≤ z) = )(z) =
z
0.00
0.01
0.02
0.03
0.04
0.05
0.06
0.07
0.08
0.09
0.0
0.1
0.2
0.3
0.4
0.5
0.6
0.7
0.8
0.9
1.0
1.1
1.2
1.3
1.4
1.5
1.6
1.7
1.8
1.9
2.0
2.1
2.2
2.3
2.4
2.5
2.6
2.7
2.8
2.9
3.0
0.5000
0.5398
0.5793
0.6179
0.6554
0.6915
0.7257
0.7580
0.7881
0.8159
0.8413
0.8643
0.8849
0.9032
0.9192
0.9332
0.9452
0.9554
0.9641
0.9713
0.9772
0.9821
0.9861
0.9893
0.9918
0.9938
0.9953
0.9965
0.9974
0.9981
0.9987
0.5040
0.5438
0.5832
0.6217
0.6591
0.6950
0.7291
0.7611
0.7910
0.8186
0.8438
0.8665
0.8869
0.9049
0.9207
0.9345
0.9463
0.9564
0.9649
0.9719
0.9778
0.9826
0.9864
0.9896
0.9920
0.9940
0.9955
0.9966
0.9975
0.9982
0.9987
0.5080
0.5478
0.5871
0.6255
0.6628
0.6985
0.7324
0.7642
0.7939
0.8212
0.8461
0.8686
0.8888
0.9066
0.9222
0.9357
0.9474
0.9573
0.9656
0.9726
0.9783
0.9830
0.9868
0.9898
0.9922
0.9941
0.9956
0.9967
0.9976
0.9982
0.9987
0.5120
0.5517
0.5910
0.6293
0.6664
0.7019
0.7357
0.7673
0.7967
0.8238
0.8485
0.8708
0.8907
0.9082
0.9236
0.9370
0.9484
0.9582
0.9664
0.9732
0.9788
0.9834
0.9871
0.9901
0.9925
0.9943
0.9957
0.9968
0.9977
0.9983
0.9988
0.5160
0.5557
0.5948
0.6331
0.6700
0.7054
0.7389
0.7703
0.7995
0.8264
0.8508
0.8729
0.8925
0.9099
0.9251
0.9382
0.9495
0.9591
0.9671
0.9738
0.9793
0.9838
0.9875
0.9904
0.9927
0.9945
0.9959
0.9969
0.9977
0.9984
0.9988
0.5199
0.5596
0.5987
0.6368
0.6736
0.7088
0.7422
0.7734
0.8023
0.8289
0.8531
0.8749
0.8944
0.9115
0.9265
0.9394
0.9505
0.9599
0.9678
0.9744
0.9798
0.9842
0.9878
0.9906
0.9929
0.9946
0.9960
0.9970
0.9978
0.9984
0.9989
0.5239
0.5636
0.6026
0.6406
0.6772
0.7123
0.7454
0.7764
0.8051
0.8315
0.8554
0.8770
0.8962
0.9131
0.9279
0.9406
0.9515
0.9608
0.9686
0.9750
0.9803
0.9846
0.9881
0.9909
0.9931
0.9948
0.9961
0.9971
0.9979
0.9985
0.9989
0.5279
0.5675
0.6064
0.6443
0.6808
0.7157
0.7486
0.7794
0.8078
0.8340
0.8577
0.8790
0.8980
0.9147
0.9292
0.9418
0.9525
0.9616
0.9693
0.9756
0.9808
0.9850
0.9884
0.9911
0.9932
0.9949
0.9962
0.9972
0.9979
0.9985
0.9989
0.5319
0.5714
0.6103
0.6480
0.6844
0.7190
0.7517
0.7823
0.8106
0.8365
0.8599
0.8810
0.8997
0.9162
0.9306
0.9429
0.9535
0.9625
0.9699
0.9761
0.9812
0.9854
0.9887
0.9913
0.9934
0.9951
0.9963
0.9973
0.9980
0.9986
0.9990
0.5359
0.5753
0.6141
0.6517
0.6879
0.7224
0.7549
0.7852
0.8133
0.8389
0.8621
0.8830
0.9015
0.9177
0.9319
0.9441
0.9545
0.9633
0.9706
0.9767
0.9817
0.9857
0.9890
0.9916
0.9936
0.9952
0.9964
0.9974
0.9981
0.9986
0.9990
α
0.400
0.300
0.200
0.100
0.050
0.025
0.020
0.010
0.005
0.001
zα
zα/2
0.253
0.842
0.524
1.036
0.842
1.282
1.282
1.645
1.645
1.960
1.960
2.240
2.054
2.326
2.326
2.576
2.576
2.807
3.090
3.291
Table II: The t Distribution
0.4
0.4
P(T ! t)
0.3
0.3
0.2
0.2
0.1
0.1
α
−3
−2
−1
0
1 t
2
P(T ≤ t) =
−3
3
>
t
−∞
√
−2
−1
0
1tα(r) 2
3
&[(r + 1)/2]
dw
π r &(r/2)(1 + w2 /r)(r+1)/2
P(T ≤ −t) = 1 − P(T ≤ t)
P(T ≤ t)
0.60
0.75
0.90
0.95
0.975
0.99
0.995
r
t0.40 (r)
t0.25 (r)
t0.10 (r)
t0.05 (r)
t0.025 (r)
t0.01 (r)
t0.005 (r)
1
2
3
4
5
0.325
0.289
0.277
0.271
0.267
1.000
0.816
0.765
0.741
0.727
3.078
1.886
1.638
1.533
1.476
6.314
2.920
2.353
2.132
2.015
12.706
4.303
3.182
2.776
2.571
31.821
6.965
4.541
3.747
3.365
63.657
9.925
5.841
4.604
4.032
6
7
8
9
10
0.265
0.263
0.262
0.261
0.260
0.718
0.711
0.706
0.703
0.700
1.440
1.415
1.397
1.383
1.372
1.943
1.895
1.860
1.833
1.812
2.447
2.365
2.306
2.262
2.228
3.143
2.998
2.896
2.821
2.764
3.707
3.499
3.355
3.250
3.169
11
12
13
14
15
0.260
0.259
0.259
0.258
0.258
0.697
0.695
0.694
0.692
0.691
1.363
1.356
1.350
1.345
1.341
1.796
1.782
1.771
1.761
1.753
2.201
2.179
2.160
2.145
2.131
2.718
2.681
2.650
2.624
2.602
3.106
3.055
3.012
2.997
2.947
16
17
18
19
20
0.258
0.257
0.257
0.257
0.257
0.690
0.689
0.688
0.688
0.687
1.337
1.333
1.330
1.328
1.325
1.746
1.740
1.734
1.729
1.725
2.120
2.110
2.101
2.093
2.086
2.583
2.567
2.552
2.539
2.528
2.921
2.898
2.878
2.861
2.845
21
22
23
24
25
0.257
0.256
0.256
0.256
0.256
0.686
0.686
0.685
0.685
0.684
1.323
1.321
1.319
1.318
1.316
1.721
1.717
1.714
1.711
1.708
2.080
2.074
2.069
2.064
2.060
2.518
2.508
2.500
2.492
2.485
2.831
2.819
2.807
2.797
2.787
26
27
28
29
30
0.256
0.256
0.256
0.256
0.256
0.684
0.684
0.683
0.683
0.683
1.315
1.314
1.313
1.311
1.310
1.706
1.703
1.701
1.699
1.697
2.056
2.052
2.048
2.045
2.042
2.479
2.473
2.467
2.462
2.457
2.779
2.771
2.763
2.756
2.750
∞
0.253
0.674
1.282
1.645
1.960
2.326
2.576
This table is taken from Table III of Fisher and Yates: Statistical Tables for Biological, Agricultrual, and Medical Research, published by Longman Group Ltd.,
London (previously published by Oliver and Boyd, Edinburgh).
Table III: The Chi-Square Distribution
0.10
0.10
χ2(8)
χ2(8)
0.05
0.05
α
0
2
4
6
8
10
12 x14
16
P(X ≤ x) =
18
> x
0
20
0
1
&(r/2)2r/2
2
4
6
8
10
χ2 (8)
α
16
18
20
wr/2−1 e−w/2 dw
P(X ≤ x)
0.010
0.025
0.050
0.100
0.900
0.950
0.975
0.990
r
2 (r)
χ0.99
2
χ0.975
(r)
2 (r)
χ0.95
2 (r)
χ0.90
2 (r)
χ0.10
2 (r)
χ0.05
2
χ0.025
(r)
2 (r)
χ0.01
1
2
3
4
5
0.000
0.020
0.115
0.297
0.554
0.001
0.051
0.216
0.484
0.831
0.004
0.103
0.352
0.711
1.145
0.016
0.211
0.584
1.064
1.610
2.706
4.605
6.251
7.779
9.236
3.841
5.991
7.815
9.488
11.07
5.024
7.378
9.348
11.14
12.83
6.635
9.210
11.34
13.28
15.09
6
7
8
9
10
0.872
1.239
1.646
2.088
2.558
1.237
1.690
2.180
2.700
3.247
1.635
2.167
2.733
3.325
3.940
2.204
2.833
3.490
4.168
4.865
10.64
12.02
13.36
14.68
15.99
12.59
14.07
15.51
16.92
18.31
14.45
16.01
17.54
19.02
20.48
16.81
18.48
20.09
21.67
23.21
11
12
13
14
15
3.053
3.571
4.107
4.660
5.229
3.816
4.404
5.009
5.629
6.262
4.575
5.226
5.892
6.571
7.261
5.578
6.304
7.042
7.790
8.547
17.28
18.55
19.81
21.06
22.31
19.68
21.03
22.36
23.68
25.00
21.92
23.34
24.74
26.12
27.49
24.72
26.22
27.69
29.14
30.58
16
17
18
19
20
5.812
6.408
7.015
7.633
8.260
6.908
7.564
8.231
8.907
9.591
7.962
8.672
9.390
10.12
10.85
9.312
10.08
10.86
11.65
12.44
23.54
24.77
25.99
27.20
28.41
26.30
27.59
28.87
30.14
31.41
28.84
30.19
31.53
32.85
34.17
32.00
33.41
34.80
36.19
37.57
21
22
23
24
25
8.897
9.542
10.20
10.86
11.52
10.28
10.98
11.69
12.40
13.12
11.59
12.34
13.09
13.85
14.61
13.24
14.04
14.85
15.66
16.47
29.62
30.81
32.01
33.20
34.38
32.67
33.92
35.17
36.42
37.65
35.48
36.78
38.08
39.36
40.65
38.93
40.29
41.64
42.98
44.31
26
27
28
29
30
12.20
12.88
13.56
14.26
14.95
13.84
14.57
15.31
16.05
16.79
15.38
16.15
16.93
17.71
18.49
17.29
18.11
18.94
19.77
20.60
35.56
36.74
37.92
39.09
40.26
38.88
40.11
41.34
42.56
43.77
41.92
43.19
44.46
45.72
46.98
45.64
46.96
48.28
49.59
50.89
40
50
60
70
80
22.16
29.71
37.48
45.44
53.34
24.43
32.36
40.48
48.76
57.15
26.51
34.76
43.19
51.74
60.39
29.05
37.69
46.46
55.33
64.28
51.80
63.17
74.40
85.53
96.58
55.76
67.50
79.08
90.53
101.9
59.34
71.42
83.30
95.02
106.6
63.69
76.15
88.38
100.4
112.3
This table is abridged and adapted from Table III in Biometrika Tables for Statisticians, edited by E.S.Pearson and H.O.Hartley.
Integre Technical Publishing Co., Inc.
Moore/McCabe
November 16, 2007 1:29 p.m.
moore
page T-12
From: https://www.stat.purdue.edu/~jtroisi/STAT350Spring2015/tables/FTable.pdf
Probability p
Table entry for p is the
critical value F ∗ with
probability p lying to
its right.
F*
TABLE IV
F critical values
Degrees of freedom in the denominator
Degrees of freedom in the numerator
p
1
2
3
4
5
6
7
8
9
1
.100
.050
.025
.010
.001
39.86
161.45
647.79
4052.2
405284
49.50
199.50
799.50
4999.5
500000
53.59
215.71
864.16
5403.4
540379
55.83
224.58
899.58
5624.6
562500
57.24
230.16
921.85
5763.6
576405
58.20
233.99
937.11
5859.0
585937
58.91
236.77
948.22
5928.4
592873
59.44
238.88
956.66
5981.1
598144
59.86
240.54
963.28
6022.5
602284
2
.100
.050
.025
.010
.001
8.53
18.51
38.51
98.50
998.50
9.00
19.00
39.00
99.00
999.00
9.16
19.16
39.17
99.17
999.17
9.24
19.25
39.25
99.25
999.25
9.29
19.30
39.30
99.30
999.30
9.33
19.33
39.33
99.33
999.33
9.35
19.35
39.36
99.36
999.36
9.37
19.37
39.37
99.37
999.37
9.38
19.38
39.39
99.39
999.39
3
.100
.050
.025
.010
.001
5.54
10.13
17.44
34.12
167.03
5.46
9.55
16.04
30.82
148.50
5.39
9.28
15.44
29.46
141.11
5.34
9.12
15.10
28.71
137.10
5.31
9.01
14.88
28.24
134.58
5.28
8.94
14.73
27.91
132.85
5.27
8.89
14.62
27.67
131.58
5.25
8.85
14.54
27.49
130.62
5.24
8.81
14.47
27.35
129.86
4
.100
.050
.025
.010
.001
4.54
7.71
12.22
21.20
74.14
4.32
6.94
10.65
18.00
61.25
4.19
6.59
9.98
16.69
56.18
4.11
6.39
9.60
15.98
53.44
4.05
6.26
9.36
15.52
51.71
4.01
6.16
9.20
15.21
50.53
3.98
6.09
9.07
14.98
49.66
3.95
6.04
8.98
14.80
49.00
3.94
6.00
8.90
14.66
48.47
5
.100
.050
.025
.010
.001
4.06
6.61
10.01
16.26
47.18
3.78
5.79
8.43
13.27
37.12
3.62
5.41
7.76
12.06
33.20
3.52
5.19
7.39
11.39
31.09
3.45
5.05
7.15
10.97
29.75
3.40
4.95
6.98
10.67
28.83
3.37
4.88
6.85
10.46
28.16
3.34
4.82
6.76
10.29
27.65
3.32
4.77
6.68
10.16
27.24
6
.100
.050
.025
.010
.001
3.78
5.99
8.81
13.75
35.51
3.46
5.14
7.26
10.92
27.00
3.29
4.76
6.60
9.78
23.70
3.18
4.53
6.23
9.15
21.92
3.11
4.39
5.99
8.75
20.80
3.05
4.28
5.82
8.47
20.03
3.01
4.21
5.70
8.26
19.46
2.98
4.15
5.60
8.10
19.03
2.96
4.10
5.52
7.98
18.69
7
.100
.050
.025
.010
.001
3.59
5.59
8.07
12.25
29.25
3.26
4.74
6.54
9.55
21.69
3.07
4.35
5.89
8.45
18.77
2.96
4.12
5.52
7.85
17.20
2.88
3.97
5.29
7.46
16.21
2.83
3.87
5.12
7.19
15.52
2.78
3.79
4.99
6.99
15.02
2.75
3.73
4.90
6.84
14.63
2.72
3.68
4.82
6.72
14.33
Integre Technical Publishing Co., Inc.
Moore/McCabe
November 16, 2007 1:29 p.m.
moore
page T-13
Probability p
Table entry for p is the
critical value F ∗ with
probability p lying to
its right.
F*
TABLE IV
F critical values (continued)
Degrees of freedom in the numerator
10
12
15
20
25
30
40
50
60
120
1000
60.19
241.88
968.63
6055.8
605621
60.71
243.91
976.71
6106.3
610668
61.22
245.95
984.87
6157.3
615764
61.74
248.01
993.10
6208.7
620908
62.05
249.26
998.08
6239.8
624017
62.26
250.10
1001.4
6260.6
626099
62.53
251.14
1005.6
6286.8
628712
62.69
251.77
1008.1
6302.5
630285
62.79
252.20
1009.8
6313.0
631337
63.06
253.25
1014.0
6339.4
633972
63.30
254.19
1017.7
6362.7
636301
9.39
19.40
39.40
99.40
999.40
9.41
19.41
39.41
99.42
999.42
9.42
19.43
39.43
99.43
999.43
9.44
19.45
39.45
99.45
999.45
9.45
19.46
39.46
99.46
999.46
9.46
19.46
39.46
99.47
999.47
9.47
19.47
39.47
99.47
999.47
9.47
19.48
39.48
99.48
999.48
9.47
19.48
39.48
99.48
999.48
9.48
19.49
39.49
99.49
999.49
9.49
19.49
39.50
99.50
999.50
5.23
8.79
14.42
27.23
129.25
5.22
8.74
14.34
27.05
128.32
5.20
8.70
14.25
26.87
127.37
5.18
8.66
14.17
26.69
126.42
5.17
8.63
14.12
26.58
125.84
5.17
8.62
14.08
26.50
125.45
5.16
8.59
14.04
26.41
124.96
5.15
8.58
14.01
26.35
124.66
5.15
8.57
13.99
26.32
124.47
5.14
8.55
13.95
26.22
123.97
5.13
8.53
13.91
26.14
123.53
3.92
5.96
8.84
14.55
48.05
3.90
5.91
8.75
14.37
47.41
3.87
5.86
8.66
14.20
46.76
3.84
5.80
8.56
14.02
46.10
3.83
5.77
8.50
13.91
45.70
3.82
5.75
8.46
13.84
45.43
3.80
5.72
8.41
13.75
45.09
3.80
5.70
8.38
13.69
44.88
3.79
5.69
8.36
13.65
44.75
3.78
5.66
8.31
13.56
44.40
3.76
5.63
8.26
13.47
44.09
3.30
4.74
6.62
10.05
26.92
3.27
4.68
6.52
9.89
26.42
3.24
4.62
6.43
9.72
25.91
3.21
4.56
6.33
9.55
25.39
3.19
4.52
6.27
9.45
25.08
3.17
4.50
6.23
9.38
24.87
3.16
4.46
6.18
9.29
24.60
3.15
4.44
6.14
9.24
24.44
3.14
4.43
6.12
9.20
24.33
3.12
4.40
6.07
9.11
24.06
3.11
4.37
6.02
9.03
23.82
2.94
4.06
5.46
7.87
18.41
2.90
4.00
5.37
7.72
17.99
2.87
3.94
5.27
7.56
17.56
2.84
3.87
5.17
7.40
17.12
2.81
3.83
5.11
7.30
16.85
2.80
3.81
5.07
7.23
16.67
2.78
3.77
5.01
7.14
16.44
2.77
3.75
4.98
7.09
16.31
2.76
3.74
4.96
7.06
16.21
2.74
3.70
4.90
6.97
15.98
2.72
3.67
4.86
6.89
15.77
2.70
3.64
4.76
6.62
14.08
2.67
3.57
4.67
6.47
13.71
2.63
3.51
4.57
6.31
13.32
2.59
3.44
4.47
6.16
12.93
2.57
3.40
4.40
6.06
12.69
2.56
3.38
4.36
5.99
12.53
2.54
3.34
4.31
5.91
12.33
2.52
3.32
4.28
5.86
12.20
2.51
3.30
4.25
5.82
12.12
2.49
3.27
4.20
5.74
11.91
2.47
3.23
4.15
5.66
11.72
(Continued)
Integre Technical Publishing Co., Inc.
Moore/McCabe
November 16, 2007 1:29 p.m.
moore
page T-14
TABLE IV
F critical values (continued)
Degrees of freedom in the numerator
p
1
2
3
4
5
6
7
8
9
8
.100
.050
.025
.010
.001
3.46
5.32
7.57
11.26
25.41
3.11
4.46
6.06
8.65
18.49
2.92
4.07
5.42
7.59
15.83
2.81
3.84
5.05
7.01
14.39
2.73
3.69
4.82
6.63
13.48
2.67
3.58
4.65
6.37
12.86
2.62
3.50
4.53
6.18
12.40
2.59
3.44
4.43
6.03
12.05
2.56
3.39
4.36
5.91
11.77
9
.100
.050
.025
.010
.001
3.36
5.12
7.21
10.56
22.86
3.01
4.26
5.71
8.02
16.39
2.81
3.86
5.08
6.99
13.90
2.69
3.63
4.72
6.42
12.56
2.61
3.48
4.48
6.06
11.71
2.55
3.37
4.32
5.80
11.13
2.51
3.29
4.20
5.61
10.70
2.47
3.23
4.10
5.47
10.37
2.44
3.18
4.03
5.35
10.11
10
.100
.050
.025
.010
.001
3.29
4.96
6.94
10.04
21.04
2.92
4.10
5.46
7.56
14.91
2.73
3.71
4.83
6.55
12.55
2.61
3.48
4.47
5.99
11.28
2.52
3.33
4.24
5.64
10.48
2.46
3.22
4.07
5.39
9.93
2.41
3.14
3.95
5.20
9.52
2.38
3.07
3.85
5.06
9.20
2.35
3.02
3.78
4.94
8.96
11
.100
.050
.025
.010
.001
3.23
4.84
6.72
9.65
19.69
2.86
3.98
5.26
7.21
13.81
2.66
3.59
4.63
6.22
11.56
2.54
3.36
4.28
5.67
10.35
2.45
3.20
4.04
5.32
9.58
2.39
3.09
3.88
5.07
9.05
2.34
3.01
3.76
4.89
8.66
2.30
2.95
3.66
4.74
8.35
2.27
2.90
3.59
4.63
8.12
12
.100
.050
.025
.010
.001
3.18
4.75
6.55
9.33
18.64
2.81
3.89
5.10
6.93
12.97
2.61
3.49
4.47
5.95
10.80
2.48
3.26
4.12
5.41
9.63
2.39
3.11
3.89
5.06
8.89
2.33
3.00
3.73
4.82
8.38
2.28
2.91
3.61
4.64
8.00
2.24
2.85
3.51
4.50
7.71
2.21
2.80
3.44
4.39
7.48
13
.100
.050
.025
.010
.001
3.14
4.67
6.41
9.07
17.82
2.76
3.81
4.97
6.70
12.31
2.56
3.41
4.35
5.74
10.21
2.43
3.18
4.00
5.21
9.07
2.35
3.03
3.77
4.86
8.35
2.28
2.92
3.60
4.62
7.86
2.23
2.83
3.48
4.44
7.49
2.20
2.77
3.39
4.30
7.21
2.16
2.71
3.31
4.19
6.98
14
.100
.050
.025
.010
.001
3.10
4.60
6.30
8.86
17.14
2.73
3.74
4.86
6.51
11.78
2.52
3.34
4.24
5.56
9.73
2.39
3.11
3.89
5.04
8.62
2.31
2.96
3.66
4.69
7.92
2.24
2.85
3.50
4.46
7.44
2.19
2.76
3.38
4.28
7.08
2.15
2.70
3.29
4.14
6.80
2.12
2.65
3.21
4.03
6.58
15
.100
.050
.025
.010
.001
3.07
4.54
6.20
8.68
16.59
2.70
3.68
4.77
6.36
11.34
2.49
3.29
4.15
5.42
9.34
2.36
3.06
3.80
4.89
8.25
2.27
2.90
3.58
4.56
7.57
2.21
2.79
3.41
4.32
7.09
2.16
2.71
3.29
4.14
6.74
2.12
2.64
3.20
4.00
6.47
2.09
2.59
3.12
3.89
6.26
16
.100
.050
.025
.010
.001
3.05
4.49
6.12
8.53
16.12
2.67
3.63
4.69
6.23
10.97
2.46
3.24
4.08
5.29
9.01
2.33
3.01
3.73
4.77
7.94
2.24
2.85
3.50
4.44
7.27
2.18
2.74
3.34
4.20
6.80
2.13
2.66
3.22
4.03
6.46
2.09
2.59
3.12
3.89
6.19
2.06
2.54
3.05
3.78
5.98
17
.100
.050
.025
.010
.001
3.03
4.45
6.04
8.40
15.72
2.64
3.59
4.62
6.11
10.66
2.44
3.20
4.01
5.19
8.73
2.31
2.96
3.66
4.67
7.68
2.22
2.81
3.44
4.34
7.02
2.15
2.70
3.28
4.10
6.56
2.10
2.61
3.16
3.93
6.22
2.06
2.55
3.06
3.79
5.96
2.03
2.49
2.98
3.68
5.75
r2
Degrees of freedom in the denominator
(r1)
Integre Technical Publishing Co., Inc.
Moore/McCabe
November 16, 2007 1:29 p.m.
moore
page T-15
TABLE VI
F critical values (continued)
Degrees of freedom in the numerator
10
12
15
20
25
30
40
50
60
120
1000
2.54
3.35
4.30
5.81
11.54
2.50
3.28
4.20
5.67
11.19
2.46
3.22
4.10
5.52
10.84
2.42
3.15
4.00
5.36
10.48
2.40
3.11
3.94
5.26
10.26
2.38
3.08
3.89
5.20
10.11
2.36
3.04
3.84
5.12
9.92
2.35
3.02
3.81
5.07
9.80
2.34
3.01
3.78
5.03
9.73
2.32
2.97
3.73
4.95
9.53
2.30
2.93
3.68
4.87
9.36
2.42
3.14
3.96
5.26
9.89
2.38
3.07
3.87
5.11
9.57
2.34
3.01
3.77
4.96
9.24
2.30
2.94
3.67
4.81
8.90
2.27
2.89
3.60
4.71
8.69
2.25
2.86
3.56
4.65
8.55
2.23
2.83
3.51
4.57
8.37
2.22
2.80
3.47
4.52
8.26
2.21
2.79
3.45
4.48
8.19
2.18
2.75
3.39
4.40
8.00
2.16
2.71
3.34
4.32
7.84
2.32
2.98
3.72
4.85
8.75
2.28
2.91
3.62
4.71
8.45
2.24
2.85
3.52
4.56
8.13
2.20
2.77
3.42
4.41
7.80
2.17
2.73
3.35
4.31
7.60
2.16
2.70
3.31
4.25
7.47
2.13
2.66
3.26
4.17
7.30
2.12
2.64
3.22
4.12
7.19
2.11
2.62
3.20
4.08
7.12
2.08
2.58
3.14
4.00
6.94
2.06
2.54
3.09
3.92
6.78
2.25
2.85
3.53
4.54
7.92
2.21
2.79
3.43
4.40
7.63
2.17
2.72
3.33
4.25
7.32
2.12
2.65
3.23
4.10
7.01
2.10
2.60
3.16
4.01
6.81
2.08
2.57
3.12
3.94
6.68
2.05
2.53
3.06
3.86
6.52
2.04
2.51
3.03
3.81
6.42
2.03
2.49
3.00
3.78
6.35
2.00
2.45
2.94
3.69
6.18
1.98
2.41
2.89
3.61
6.02
2.19
2.75
3.37
4.30
7.29
2.15
2.69
3.28
4.16
7.00
2.10
2.62
3.18
4.01
6.71
2.06
2.54
3.07
3.86
6.40
2.03
2.50
3.01
3.76
6.22
2.01
2.47
2.96
3.70
6.09
1.99
2.43
2.91
3.62
5.93
1.97
2.40
2.87
3.57
5.83
1.96
2.38
2.85
3.54
5.76
1.93
2.34
2.79
3.45
5.59
1.91
2.30
2.73
3.37
5.44
2.14
2.67
3.25
4.10
6.80
2.10
2.60
3.15
3.96
6.52
2.05
2.53
3.05
3.82
6.23
2.01
2.46
2.95
3.66
5.93
1.98
2.41
2.88
3.57
5.75
1.96
2.38
2.84
3.51
5.63
1.93
2.34
2.78
3.43
5.47
1.92
2.31
2.74
3.38
5.37
1.90
2.30
2.72
3.34
5.30
1.88
2.25
2.66
3.25
5.14
1.85
2.21
2.60
3.18
4.99
2.10
2.60
3.15
3.94
6.40
2.05
2.53
3.05
3.80
6.13
2.01
2.46
2.95
3.66
5.85
1.96
2.39
2.84
3.51
5.56
1.93
2.34
2.78
3.41
5.38
1.91
2.31
2.73
3.35
5.25
1.89
2.27
2.67
3.27
5.10
1.87
2.24
2.64
3.22
5.00
1.86
2.22
2.61
3.18
4.94
1.83
2.18
2.55
3.09
4.77
1.80
2.14
2.50
3.02
4.62
2.06
2.54
3.06
3.80
6.08
2.02
2.48
2.96
3.67
5.81
1.97
2.40
2.86
3.52
5.54
1.92
2.33
2.76
3.37
5.25
1.89
2.28
2.69
3.28
5.07
1.87
2.25
2.64
3.21
4.95
1.85
2.20
2.59
3.13
4.80
1.83
2.18
2.55
3.08
4.70
1.82
2.16
2.52
3.05
4.64
1.79
2.11
2.46
2.96
4.47
1.76
2.07
2.40
2.88
4.33
2.03
2.49
2.99
3.69
5.81
1.99
2.42
2.89
3.55
5.55
1.94
2.35
2.79
3.41
5.27
1.89
2.28
2.68
3.26
4.99
1.86
2.23
2.61
3.16
4.82
1.84
2.19
2.57
3.10
4.70
1.81
2.15
2.51
3.02
4.54
1.79
2.12
2.47
2.97
4.45
1.78
2.11
2.45
2.93
4.39
1.75
2.06
2.38
2.84
4.23
1.72
2.02
2.32
2.76
4.08
2.00
2.45
2.92
3.59
5.58
1.96
2.38
2.82
3.46
5.32
1.91
2.31
2.72
3.31
5.05
1.86
2.23
2.62
3.16
4.78
1.83
2.18
2.55
3.07
4.60
1.81
2.15
2.50
3.00
4.48
1.78
2.10
2.44
2.92
4.33
1.76
2.08
2.41
2.87
4.24
1.75
2.06
2.38
2.83
4.18
1.72
2.01
2.32
2.75
4.02
1.69
1.97
2.26
2.66
3.87
(Continued)
Integre Technical Publishing Co., Inc.
Moore/McCabe
November 16, 2007 1:29 p.m.
moore
page T-16
TABLE IV
F critical values (continued)
Degrees of freedom in the denominator
Degrees of freedom in the numerator
p
1
2
3
4
5
6
7
8
9
18
.100
.050
.025
.010
.001
3.01
4.41
5.98
8.29
15.38
2.62
3.55
4.56
6.01
10.39
2.42
3.16
3.95
5.09
8.49
2.29
2.93
3.61
4.58
7.46
2.20
2.77
3.38
4.25
6.81
2.13
2.66
3.22
4.01
6.35
2.08
2.58
3.10
3.84
6.02
2.04
2.51
3.01
3.71
5.76
2.00
2.46
2.93
3.60
5.56
19
.100
.050
.025
.010
.001
2.99
4.38
5.92
8.18
15.08
2.61
3.52
4.51
5.93
10.16
2.40
3.13
3.90
5.01
8.28
2.27
2.90
3.56
4.50
7.27
2.18
2.74
3.33
4.17
6.62
2.11
2.63
3.17
3.94
6.18
2.06
2.54
3.05
3.77
5.85
2.02
2.48
2.96
3.63
5.59
1.98
2.42
2.88
3.52
5.39
20
.100
.050
.025
.010
.001
2.97
4.35
5.87
8.10
14.82
2.59
3.49
4.46
5.85
9.95
2.38
3.10
3.86
4.94
8.10
2.25
2.87
3.51
4.43
7.10
2.16
2.71
3.29
4.10
6.46
2.09
2.60
3.13
3.87
6.02
2.04
2.51
3.01
3.70
5.69
2.00
2.45
2.91
3.56
5.44
1.96
2.39
2.84
3.46
5.24
21
.100
.050
.025
.010
.001
2.96
4.32
5.83
8.02
14.59
2.57
3.47
4.42
5.78
9.77
2.36
3.07
3.82
4.87
7.94
2.23
2.84
3.48
4.37
6.95
2.14
2.68
3.25
4.04
6.32
2.08
2.57
3.09
3.81
5.88
2.02
2.49
2.97
3.64
5.56
1.98
2.42
2.87
3.51
5.31
1.95
2.37
2.80
3.40
5.11
22
.100
.050
.025
.010
.001
2.95
4.30
5.79
7.95
14.38
2.56
3.44
4.38
5.72
9.61
2.35
3.05
3.78
4.82
7.80
2.22
2.82
3.44
4.31
6.81
2.13
2.66
3.22
3.99
6.19
2.06
2.55
3.05
3.76
5.76
2.01
2.46
2.93
3.59
5.44
1.97
2.40
2.84
3.45
5.19
1.93
2.34
2.76
3.35
4.99
23
.100
.050
.025
.010
.001
2.94
4.28
5.75
7.88
14.20
2.55
3.42
4.35
5.66
9.47
2.34
3.03
3.75
4.76
7.67
2.21
2.80
3.41
4.26
6.70
2.11
2.64
3.18
3.94
6.08
2.05
2.53
3.02
3.71
5.65
1.99
2.44
2.90
3.54
5.33
1.95
2.37
2.81
3.41
5.09
1.92
2.32
2.73
3.30
4.89
24
.100
.050
.025
.010
.001
2.93
4.26
5.72
7.82
14.03
2.54
3.40
4.32
5.61
9.34
2.33
3.01
3.72
4.72
7.55
2.19
2.78
3.38
4.22
6.59
2.10
2.62
3.15
3.90
5.98
2.04
2.51
2.99
3.67
5.55
1.98
2.42
2.87
3.50
5.23
1.94
2.36
2.78
3.36
4.99
1.91
2.30
2.70
3.26
4.80
25
.100
.050
.025
.010
.001
2.92
4.24
5.69
7.77
13.88
2.53
3.39
4.29
5.57
9.22
2.32
2.99
3.69
4.68
7.45
2.18
2.76
3.35
4.18
6.49
2.09
2.60
3.13
3.85
5.89
2.02
2.49
2.97
3.63
5.46
1.97
2.40
2.85
3.46
5.15
1.93
2.34
2.75
3.32
4.91
1.89
2.28
2.68
3.22
4.71
26
.100
.050
.025
.010
.001
2.91
4.23
5.66
7.72
13.74
2.52
3.37
4.27
5.53
9.12
2.31
2.98
3.67
4.64
7.36
2.17
2.74
3.33
4.14
6.41
2.08
2.59
3.10
3.82
5.80
2.01
2.47
2.94
3.59
5.38
1.96
2.39
2.82
3.42
5.07
1.92
2.32
2.73
3.29
4.83
1.88
2.27
2.65
3.18
4.64
27
.100
.050
.025
.010
.001
2.90
4.21
5.63
7.68
13.61
2.51
3.35
4.24
5.49
9.02
2.30
2.96
3.65
4.60
7.27
2.17
2.73
3.31
4.11
6.33
2.07
2.57
3.08
3.78
5.73
2.00
2.46
2.92
3.56
5.31
1.95
2.37
2.80
3.39
5.00
1.91
2.31
2.71
3.26
4.76
1.87
2.25
2.63
3.15
4.57
Integre Technical Publishing Co., Inc.
Moore/McCabe
November 16, 2007 1:29 p.m.
moore
page T-17
TABLE IV
F critical values (continued)
Degrees of freedom in the numerator
10
12
15
20
25
30
40
50
60
120
1000
1.98
2.41
2.87
3.51
5.39
1.93
2.34
2.77
3.37
5.13
1.89
2.27
2.67
3.23
4.87
1.84
2.19
2.56
3.08
4.59
1.80
2.14
2.49
2.98
4.42
1.78
2.11
2.44
2.92
4.30
1.75
2.06
2.38
2.84
4.15
1.74
2.04
2.35
2.78
4.06
1.72
2.02
2.32
2.75
4.00
1.69
1.97
2.26
2.66
3.84
1.66
1.92
2.20
2.58
3.69
1.96
2.38
2.82
3.43
5.22
1.91
2.31
2.72
3.30
4.97
1.86
2.23
2.62
3.15
4.70
1.81
2.16
2.51
3.00
4.43
1.78
2.11
2.44
2.91
4.26
1.76
2.07
2.39
2.84
4.14
1.73
2.03
2.33
2.76
3.99
1.71
2.00
2.30
2.71
3.90
1.70
1.98
2.27
2.67
3.84
1.67
1.93
2.20
2.58
3.68
1.64
1.88
2.14
2.50
3.53
1.94
2.35
2.77
3.37
5.08
1.89
2.28
2.68
3.23
4.82
1.84
2.20
2.57
3.09
4.56
1.79
2.12
2.46
2.94
4.29
1.76
2.07
2.40
2.84
4.12
1.74
2.04
2.35
2.78
4.00
1.71
1.99
2.29
2.69
3.86
1.69
1.97
2.25
2.64
3.77
1.68
1.95
2.22
2.61
3.70
1.64
1.90
2.16
2.52
3.54
1.61
1.85
2.09
2.43
3.40
1.92
2.32
2.73
3.31
4.95
1.87
2.25
2.64
3.17
4.70
1.83
2.18
2.53
3.03
4.44
1.78
2.10
2.42
2.88
4.17
1.74
2.05
2.36
2.79
4.00
1.72
2.01
2.31
2.72
3.88
1.69
1.96
2.25
2.64
3.74
1.67
1.94
2.21
2.58
3.64
1.66
1.92
2.18
2.55
3.58
1.62
1.87
2.11
2.46
3.42
1.59
1.82
2.05
2.37
3.28
1.90
2.30
2.70
3.26
4.83
1.86
2.23
2.60
3.12
4.58
1.81
2.15
2.50
2.98
4.33
1.76
2.07
2.39
2.83
4.06
1.73
2.02
2.32
2.73
3.89
1.70
1.98
2.27
2.67
3.78
1.67
1.94
2.21
2.58
3.63
1.65
1.91
2.17
2.53
3.54
1.64
1.89
2.14
2.50
3.48
1.60
1.84
2.08
2.40
3.32
1.57
1.79
2.01
2.32
3.17
1.89
2.27
2.67
3.21
4.73
1.84
2.20
2.57
3.07
4.48
1.80
2.13
2.47
2.93
4.23
1.74
2.05
2.36
2.78
3.96
1.71
2.00
2.29
2.69
3.79
1.69
1.96
2.24
2.62
3.68
1.66
1.91
2.18
2.54
3.53
1.64
1.88
2.14
2.48
3.44
1.62
1.86
2.11
2.45
3.38
1.59
1.81
2.04
2.35
3.22
1.55
1.76
1.98
2.27
3.08
1.88
2.25
2.64
3.17
4.64
1.83
2.18
2.54
3.03
4.39
1.78
2.11
2.44
2.89
4.14
1.73
2.03
2.33
2.74
3.87
1.70
1.97
2.26
2.64
3.71
1.67
1.94
2.21
2.58
3.59
1.64
1.89
2.15
2.49
3.45
1.62
1.86
2.11
2.44
3.36
1.61
1.84
2.08
2.40
3.29
1.57
1.79
2.01
2.31
3.14
1.54
1.74
1.94
2.22
2.99
1.87
2.24
2.61
3.13
4.56
1.82
2.16
2.51
2.99
4.31
1.77
2.09
2.41
2.85
4.06
1.72
2.01
2.30
2.70
3.79
1.68
1.96
2.23
2.60
3.63
1.66
1.92
2.18
2.54
3.52
1.63
1.87
2.12
2.45
3.37
1.61
1.84
2.08
2.40
3.28
1.59
1.82
2.05
2.36
3.22
1.56
1.77
1.98
2.27
3.06
1.52
1.72
1.91
2.18
2.91
1.86
2.22
2.59
3.09
4.48
1.81
2.15
2.49
2.96
4.24
1.76
2.07
2.39
2.81
3.99
1.71
1.99
2.28
2.66
3.72
1.67
1.94
2.21
2.57
3.56
1.65
1.90
2.16
2.50
3.44
1.61
1.85
2.09
2.42
3.30
1.59
1.82
2.05
2.36
3.21
1.58
1.80
2.03
2.33
3.15
1.54
1.75
1.95
2.23
2.99
1.51
1.70
1.89
2.14
2.84
1.85
2.20
2.57
3.06
4.41
1.80
2.13
2.47
2.93
4.17
1.75
2.06
2.36
2.78
3.92
1.70
1.97
2.25
2.63
3.66
1.66
1.92
2.18
2.54
3.49
1.64
1.88
2.13
2.47
3.38
1.60
1.84
2.07
2.38
3.23
1.58
1.81
2.03
2.33
3.14
1.57
1.79
2.00
2.29
3.08
1.53
1.73
1.93
2.20
2.92
1.50
1.68
1.86
2.11
2.78
(Continued)
Integre Technical Publishing Co., Inc.
Moore/McCabe
November 16, 2007 1:29 p.m.
moore
page T-18
TABLE IV
F critical values (continued)
Degrees of freedom in the denominator
Degrees of freedom in the numerator
p
1
2
3
4
5
6
7
8
9
28
.100
.050
.025
.010
.001
2.89
4.20
5.61
7.64
13.50
2.50
3.34
4.22
5.45
8.93
2.29
2.95
3.63
4.57
7.19
2.16
2.71
3.29
4.07
6.25
2.06
2.56
3.06
3.75
5.66
2.00
2.45
2.90
3.53
5.24
1.94
2.36
2.78
3.36
4.93
1.90
2.29
2.69
3.23
4.69
1.87
2.24
2.61
3.12
4.50
29
.100
.050
.025
.010
.001
2.89
4.18
5.59
7.60
13.39
2.50
3.33
4.20
5.42
8.85
2.28
2.93
3.61
4.54
7.12
2.15
2.70
3.27
4.04
6.19
2.06
2.55
3.04
3.73
5.59
1.99
2.43
2.88
3.50
5.18
1.93
2.35
2.76
3.33
4.87
1.89
2.28
2.67
3.20
4.64
1.86
2.22
2.59
3.09
4.45
30
.100
.050
.025
.010
.001
2.88
4.17
5.57
7.56
13.29
2.49
3.32
4.18
5.39
8.77
2.28
2.92
3.59
4.51
7.05
2.14
2.69
3.25
4.02
6.12
2.05
2.53
3.03
3.70
5.53
1.98
2.42
2.87
3.47
5.12
1.93
2.33
2.75
3.30
4.82
1.88
2.27
2.65
3.17
4.58
1.85
2.21
2.57
3.07
4.39
40
.100
.050
.025
.010
.001
2.84
4.08
5.42
7.31
12.61
2.44
3.23
4.05
5.18
8.25
2.23
2.84
3.46
4.31
6.59
2.09
2.61
3.13
3.83
5.70
2.00
2.45
2.90
3.51
5.13
1.93
2.34
2.74
3.29
4.73
1.87
2.25
2.62
3.12
4.44
1.83
2.18
2.53
2.99
4.21
1.79
2.12
2.45
2.89
4.02
50
.100
.050
.025
.010
.001
2.81
4.03
5.34
7.17
12.22
2.41
3.18
3.97
5.06
7.96
2.20
2.79
3.39
4.20
6.34
2.06
2.56
3.05
3.72
5.46
1.97
2.40
2.83
3.41
4.90
1.90
2.29
2.67
3.19
4.51
1.84
2.20
2.55
3.02
4.22
1.80
2.13
2.46
2.89
4.00
1.76
2.07
2.38
2.78
3.82
60
.100
.050
.025
.010
.001
2.79
4.00
5.29
7.08
11.97
2.39
3.15
3.93
4.98
7.77
2.18
2.76
3.34
4.13
6.17
2.04
2.53
3.01
3.65
5.31
1.95
2.37
2.79
3.34
4.76
1.87
2.25
2.63
3.12
4.37
1.82
2.17
2.51
2.95
4.09
1.77
2.10
2.41
2.82
3.86
1.74
2.04
2.33
2.72
3.69
100
.100
.050
.025
.010
.001
2.76
3.94
5.18
6.90
11.50
2.36
3.09
3.83
4.82
7.41
2.14
2.70
3.25
3.98
5.86
2.00
2.46
2.92
3.51
5.02
1.91
2.31
2.70
3.21
4.48
1.83
2.19
2.54
2.99
4.11
1.78
2.10
2.42
2.82
3.83
1.73
2.03
2.32
2.69
3.61
1.69
1.97
2.24
2.59
3.44
200
.100
.050
.025
.010
.001
2.73
3.89
5.10
6.76
11.15
2.33
3.04
3.76
4.71
7.15
2.11
2.65
3.18
3.88
5.63
1.97
2.42
2.85
3.41
4.81
1.88
2.26
2.63
3.11
4.29
1.80
2.14
2.47
2.89
3.92
1.75
2.06
2.35
2.73
3.65
1.70
1.98
2.26
2.60
3.43
1.66
1.93
2.18
2.50
3.26
1000
.100
.050
.025
.010
.001
2.71
3.85
5.04
6.66
10.89
2.31
3.00
3.70
4.63
6.96
2.09
2.61
3.13
3.80
5.46
1.95
2.38
2.80
3.34
4.65
1.85
2.22
2.58
3.04
4.14
1.78
2.11
2.42
2.82
3.78
1.72
2.02
2.30
2.66
3.51
1.68
1.95
2.20
2.53
3.30
1.64
1.89
2.13
2.43
3.13
Integre Technical Publishing Co., Inc.
Moore/McCabe
November 16, 2007 1:29 p.m.
moore
page T-19
TABLE IV
F critical values (continued)
Degrees of freedom in the numerator
10
12
15
20
25
30
40
50
60
120
1000
1.84
2.19
2.55
3.03
4.35
1.79
2.12
2.45
2.90
4.11
1.74
2.04
2.34
2.75
3.86
1.69
1.96
2.23
2.60
3.60
1.65
1.91
2.16
2.51
3.43
1.63
1.87
2.11
2.44
3.32
1.59
1.82
2.05
2.35
3.18
1.57
1.79
2.01
2.30
3.09
1.56
1.77
1.98
2.26
3.02
1.52
1.71
1.91
2.17
2.86
1.48
1.66
1.84
2.08
2.72
1.83
2.18
2.53
3.00
4.29
1.78
2.10
2.43
2.87
4.05
1.73
2.03
2.32
2.73
3.80
1.68
1.94
2.21
2.57
3.54
1.64
1.89
2.14
2.48
3.38
1.62
1.85
2.09
2.41
3.27
1.58
1.81
2.03
2.33
3.12
1.56
1.77
1.99
2.27
3.03
1.55
1.75
1.96
2.23
2.97
1.51
1.70
1.89
2.14
2.81
1.47
1.65
1.82
2.05
2.66
1.82
2.16
2.51
2.98
4.24
1.77
2.09
2.41
2.84
4.00
1.72
2.01
2.31
2.70
3.75
1.67
1.93
2.20
2.55
3.49
1.63
1.88
2.12
2.45
3.33
1.61
1.84
2.07
2.39
3.22
1.57
1.79
2.01
2.30
3.07
1.55
1.76
1.97
2.25
2.98
1.54
1.74
1.94
2.21
2.92
1.50
1.68
1.87
2.11
2.76
1.46
1.63
1.80
2.02
2.61
1.76
2.08
2.39
2.80
3.87
1.71
2.00
2.29
2.66
3.64
1.66
1.92
2.18
2.52
3.40
1.61
1.84
2.07
2.37
3.14
1.57
1.78
1.99
2.27
2.98
1.54
1.74
1.94
2.20
2.87
1.51
1.69
1.88
2.11
2.73
1.48
1.66
1.83
2.06
2.64
1.47
1.64
1.80
2.02
2.57
1.42
1.58
1.72
1.92
2.41
1.38
1.52
1.65
1.82
2.25
1.73
2.03
2.32
2.70
3.67
1.68
1.95
2.22
2.56
3.44
1.63
1.87
2.11
2.42
3.20
1.57
1.78
1.99
2.27
2.95
1.53
1.73
1.92
2.17
2.79
1.50
1.69
1.87
2.10
2.68
1.46
1.63
1.80
2.01
2.53
1.44
1.60
1.75
1.95
2.44
1.42
1.58
1.72
1.91
2.38
1.38
1.51
1.64
1.80
2.21
1.33
1.45
1.56
1.70
2.05
1.71
1.99
2.27
2.63
3.54
1.66
1.92
2.17
2.50
3.32
1.60
1.84
2.06
2.35
3.08
1.54
1.75
1.94
2.20
2.83
1.50
1.69
1.87
2.10
2.67
1.48
1.65
1.82
2.03
2.55
1.44
1.59
1.74
1.94
2.41
1.41
1.56
1.70
1.88
2.32
1.40
1.53
1.67
1.84
2.25
1.35
1.47
1.58
1.73
2.08
1.30
1.40
1.49
1.62
1.92
1.66
1.93
2.18
2.50
3.30
1.61
1.85
2.08
2.37
3.07
1.56
1.77
1.97
2.22
2.84
1.49
1.68
1.85
2.07
2.59
1.45
1.62
1.77
1.97
2.43
1.42
1.57
1.71
1.89
2.32
1.38
1.52
1.64
1.80
2.17
1.35
1.48
1.59
1.74
2.08
1.34
1.45
1.56
1.69
2.01
1.28
1.38
1.46
1.57
1.83
1.22
1.30
1.36
1.45
1.64
1.63
1.88
2.11
2.41
3.12
1.58
1.80
2.01
2.27
2.90
1.52
1.72
1.90
2.13
2.67
1.46
1.62
1.78
1.97
2.42
1.41
1.56
1.70
1.87
2.26
1.38
1.52
1.64
1.79
2.15
1.34
1.46
1.56
1.69
2.00
1.31
1.41
1.51
1.63
1.90
1.29
1.39
1.47
1.58
1.83
1.23
1.30
1.37
1.45
1.64
1.16
1.21
1.25
1.30
1.43
1.61
1.84
2.06
2.34
2.99
1.55
1.76
1.96
2.20
2.77
1.49
1.68
1.85
2.06
2.54
1.43
1.58
1.72
1.90
2.30
1.38
1.52
1.64
1.79
2.14
1.35
1.47
1.58
1.72
2.02
1.30
1.41
1.50
1.61
1.87
1.27
1.36
1.45
1.54
1.77
1.25
1.33
1.41
1.50
1.69
1.18
1.24
1.29
1.35
1.49
1.08
1.11
1.13
1.16
1.22