The SAS System

The UNIVARIATE Procedure
Variable: yr

Moments
N 23 Sum Weights 23
Mean 1978 Sum Observations 45494
Std Deviation 6.78232998 Variance 46
Skewness 0 Kurtosis -1.2
Uncorrected SS 89988144 Corrected SS 1012
Coeff Variation 0.34288827 Std Error Mean 1.41421356

Basic Statistical Measures
Location Variability
Mean 1978.000 Std Deviation 6.78233
Median 1978.000 Variance 46.00000
Mode . Range 22.00000
    Interquartile Range 12.00000

Tests for Location: Mu0=0
Test Statistic p Value
Student's t t 1398.657 Pr > |t| <.0001
Sign M 11.5 Pr >= |M| <.0001
Signed Rank S 138 Pr >= |S| <.0001

Tests for Normality
Test Statistic p Value
Shapiro-Wilk W 0.95918 Pr < W 0.4470
Kolmogorov-Smirnov D 0.07385 Pr > D >0.1500
Cramer-von Mises W-Sq 0.032992 Pr > W-Sq >0.2500
Anderson-Darling A-Sq 0.249845 Pr > A-Sq >0.2500

Quantiles (Definition 5)
Quantile Estimate
100% Max 1989
99% 1989
95% 1988
90% 1987
75% Q3 1984
50% Median 1978
25% Q1 1972
10% 1969
5% 1968
1% 1967
0% Min 1967

Extreme Observations
Lowest Highest
Value Obs Value Obs
1967 1 1985 19
1968 2 1986 20
1969 3 1987 21
1970 4 1988 22
1971 5 1989 23

The SAS System

The UNIVARIATE Procedure
Variable: juneHs

Moments
N 23 Sum Weights 23
Mean 121.695652 Sum Observations 2799
Std Deviation 39.6787495 Variance 1574.40316
Skewness -0.0524923 Kurtosis -1.0697688
Uncorrected SS 375263 Corrected SS 34636.8696
Coeff Variation 32.6049031 Std Error Mean 8.2735912

Basic Statistical Measures
Location Variability
Mean 121.6957 Std Deviation 39.67875
Median 123.0000 Variance 1574
Mode . Range 137.00000
    Interquartile Range 71.00000

Tests for Location: Mu0=0
Test Statistic p Value
Student's t t 14.70893 Pr > |t| <.0001
Sign M 11.5 Pr >= |M| <.0001
Signed Rank S 138 Pr >= |S| <.0001

Tests for Normality
Test Statistic p Value
Shapiro-Wilk W 0.961043 Pr < W 0.4848
Kolmogorov-Smirnov D 0.117733 Pr > D >0.1500
Cramer-von Mises W-Sq 0.048675 Pr > W-Sq >0.2500
Anderson-Darling A-Sq 0.312875 Pr > A-Sq >0.2500

Quantiles (Definition 5)
Quantile Estimate
100% Max 193
99% 193
95% 172
90% 171
75% Q3 158
50% Median 123
25% Q1 87
10% 70
5% 57
1% 56
0% Min 56

Extreme Observations
Lowest Highest
Value Obs Value Obs
56 7 159 9
57 10 165 21
70 4 171 19
80 11 172 6
81 12 193 5

The SAS System

The UNIVARIATE Procedure
Variable: juneHo

Moments
N 23 Sum Weights 23
Mean 53.5652174 Sum Observations 1232
Std Deviation 31.9443068 Variance 1020.43874
Skewness 0.65354301 Kurtosis -0.5109886
Uncorrected SS 88442 Corrected SS 22449.6522
Coeff Variation 59.636287 Std Error Mean 6.66084841

Basic Statistical Measures
Location Variability
Mean 53.56522 Std Deviation 31.94431
Median 48.00000 Variance 1020
Mode 25.00000 Range 110.00000
    Interquartile Range 48.00000

Tests for Location: Mu0=0
Test Statistic p Value
Student's t t 8.041801 Pr > |t| <.0001
Sign M 11.5 Pr >= |M| <.0001
Signed Rank S 138 Pr >= |S| <.0001

Tests for Normality
Test Statistic p Value
Shapiro-Wilk W 0.926415 Pr < W 0.0915
Kolmogorov-Smirnov D 0.160955 Pr > D 0.1229
Cramer-von Mises W-Sq 0.081034 Pr > W-Sq 0.1983
Anderson-Darling A-Sq 0.579661 Pr > A-Sq 0.1214

Quantiles (Definition 5)
Quantile Estimate
100% Max 119
99% 119
95% 113
90% 105
75% Q3 73
50% Median 48
25% Q1 25
10% 21
5% 18
1% 9
0% Min 9

Extreme Observations
Lowest Highest
Value Obs Value Obs
9 7 75 2
18 11 95 9
21 4 105 19
23 14 113 8
25 17 119 21

The SAS System

The UNIVARIATE Procedure
Variable: julyHs

Moments
N 23 Sum Weights 23
Mean 131.304348 Sum Observations 3020
Std Deviation 61.3473233 Variance 3763.49407
Skewness 1.14358226 Kurtosis 0.81840945
Uncorrected SS 479336 Corrected SS 82796.8696
Coeff Variation 46.7214714 Std Error Mean 12.7918012

Basic Statistical Measures
Location Variability
Mean 131.3043 Std Deviation 61.34732
Median 106.0000 Variance 3763
Mode 94.0000 Range 232.00000
    Interquartile Range 77.00000

Note: The mode displayed is the smallest of 2 modes with a count of 2.


Tests for Location: Mu0=0
Test Statistic p Value
Student's t t 10.26473 Pr > |t| <.0001
Sign M 11.5 Pr >= |M| <.0001
Signed Rank S 138 Pr >= |S| <.0001

Tests for Normality
Test Statistic p Value
Shapiro-Wilk W 0.880989 Pr < W 0.0105
Kolmogorov-Smirnov D 0.181744 Pr > D 0.0471
Cramer-von Mises W-Sq 0.158697 Pr > W-Sq 0.0179
Anderson-Darling A-Sq 0.947629 Pr > A-Sq 0.0149

Quantiles (Definition 5)
Quantile Estimate
100% Max 296
99% 296
95% 231
90% 214
75% Q3 157
50% Median 106
25% Q1 80
10% 72
5% 71
1% 64
0% Min 64

Extreme Observations
Lowest Highest
Value Obs Value Obs
64 10 196 16
71 1 207 2
72 3 214 14
73 17 231 9
78 20 296 4

The SAS System

The UNIVARIATE Procedure
Variable: julyHo

Moments
N 23 Sum Weights 23
Mean 70.8695652 Sum Observations 1630
Std Deviation 53.7522129 Variance 2889.3004
Skewness 0.88585683 Kurtosis -0.4737145
Uncorrected SS 179082 Corrected SS 63564.6087
Coeff Variation 75.8466808 Std Error Mean 11.2081112

Basic Statistical Measures
Location Variability
Mean 70.86957 Std Deviation 53.75221
Median 51.00000 Variance 2889
Mode 34.00000 Range 175.00000
    Interquartile Range 88.00000

Note: The mode displayed is the smallest of 2 modes with a count of 2.


Tests for Location: Mu0=0
Test Statistic p Value
Student's t t 6.323061 Pr > |t| <.0001
Sign M 11.5 Pr >= |M| <.0001
Signed Rank S 138 Pr >= |S| <.0001

Tests for Normality
Test Statistic p Value
Shapiro-Wilk W 0.872795 Pr < W 0.0073
Kolmogorov-Smirnov D 0.196079 Pr > D 0.0216
Cramer-von Mises W-Sq 0.195544 Pr > W-Sq 0.0053
Anderson-Darling A-Sq 1.127063 Pr > A-Sq <0.0050

Quantiles (Definition 5)
Quantile Estimate
100% Max 188
99% 188
95% 168
90% 146
75% Q3 117
50% Median 51
25% Q1 29
10% 15
5% 14
1% 13
0% Min 13

Extreme Observations
Lowest Highest
Value Obs Value Obs
13 10 142 9
14 22 143 6
15 20 146 16
21 17 168 14
28 1 188 4

The SAS System

The UNIVARIATE Procedure
Variable: augHs

Moments
N 23 Sum Weights 23
Mean 122.956522 Sum Observations 2828
Std Deviation 67.257631 Variance 4523.58893
Skewness 0.7370804 Kurtosis -0.0227432
Uncorrected SS 447240 Corrected SS 99518.9565
Coeff Variation 54.7003364 Std Error Mean 14.0241855

Basic Statistical Measures
Location Variability
Mean 122.9565 Std Deviation 67.25763
Median 117.0000 Variance 4524
Mode 139.0000 Range 248.00000
    Interquartile Range 89.00000

Tests for Location: Mu0=0
Test Statistic p Value
Student's t t 8.767463 Pr > |t| <.0001
Sign M 11.5 Pr >= |M| <.0001
Signed Rank S 138 Pr >= |S| <.0001

Tests for Normality
Test Statistic p Value
Shapiro-Wilk W 0.936031 Pr < W 0.1476
Kolmogorov-Smirnov D 0.155599 Pr > D >0.1500
Cramer-von Mises W-Sq 0.085516 Pr > W-Sq 0.1713
Anderson-Darling A-Sq 0.543127 Pr > A-Sq 0.1485

Quantiles (Definition 5)
Quantile Estimate
100% Max 268
99% 268
95% 261
90% 226
75% Q3 163
50% Median 117
25% Q1 74
10% 49
5% 41
1% 20
0% Min 20

Extreme Observations
Lowest Highest
Value Obs Value Obs
20 17 166 5
41 7 195 12
49 9 226 6
63 23 261 19
73 8 268 11

The SAS System

The UNIVARIATE Procedure
Variable: augHo

Moments
N 23 Sum Weights 23
Mean 65.5652174 Sum Observations 1508
Std Deviation 59.0137319 Variance 3482.62055
Skewness 1.47712474 Kurtosis 1.37180374
Uncorrected SS 175490 Corrected SS 76617.6522
Coeff Variation 90.0076813 Std Error Mean 12.3052137

Basic Statistical Measures
Location Variability
Mean 65.56522 Std Deviation 59.01373
Median 38.00000 Variance 3483
Mode 11.00000 Range 200.00000
    Interquartile Range 67.00000

Note: The mode displayed is the smallest of 3 modes with a count of 2.


Tests for Location: Mu0=0
Test Statistic p Value
Student's t t 5.328247 Pr > |t| <.0001
Sign M 11.5 Pr >= |M| <.0001
Signed Rank S 138 Pr >= |S| <.0001

Tests for Normality
Test Statistic p Value
Shapiro-Wilk W 0.802399 Pr < W 0.0004
Kolmogorov-Smirnov D 0.201524 Pr > D 0.0165
Cramer-von Mises W-Sq 0.266756 Pr > W-Sq <0.0050
Anderson-Darling A-Sq 1.643992 Pr > A-Sq <0.0050

Quantiles (Definition 5)
Quantile Estimate
100% Max 211
99% 211
95% 203
90% 172
75% Q3 89
50% Median 38
25% Q1 22
10% 17
5% 11
1% 11
0% Min 11

Extreme Observations
Lowest Highest
Value Obs Value Obs
11 22 99 14
11 17 110 12
17 10 172 6
21 23 203 19
22 21 211 11

The SAS System

The UNIVARIATE Procedure
Variable: septHs

Moments
N 23 Sum Weights 23
Mean 80.0869565 Sum Observations 1842
Std Deviation 37.489287 Variance 1405.44664
Skewness 0.39103309 Kurtosis 0.94681795
Uncorrected SS 178440 Corrected SS 30919.8261
Coeff Variation 46.8107275 Std Error Mean 7.81705671

Basic Statistical Measures
Location Variability
Mean 80.08696 Std Deviation 37.48929
Median 74.00000 Variance 1405
Mode 93.00000 Range 170.00000
    Interquartile Range 44.00000

Tests for Location: Mu0=0
Test Statistic p Value
Student's t t 10.24515 Pr > |t| <.0001
Sign M 11.5 Pr >= |M| <.0001
Signed Rank S 138 Pr >= |S| <.0001

Tests for Normality
Test Statistic p Value
Shapiro-Wilk W 0.979106 Pr < W 0.8904
Kolmogorov-Smirnov D 0.08623 Pr > D >0.1500
Cramer-von Mises W-Sq 0.025728 Pr > W-Sq >0.2500
Anderson-Darling A-Sq 0.194298 Pr > A-Sq >0.2500

Quantiles (Definition 5)
Quantile Estimate
100% Max 177
99% 177
95% 126
90% 125
75% Q3 101
50% Median 74
25% Q1 57
10% 31
5% 24
1% 7
0% Min 7

Extreme Observations
Lowest Highest
Value Obs Value Obs
7 3 110 6
24 19 113 22
31 9 125 14
46 20 126 15
55 4 177 12

The SAS System

The UNIVARIATE Procedure
Variable: septHo

Moments
N 23 Sum Weights 23
Mean 37.0869565 Sum Observations 853
Std Deviation 31.9373151 Variance 1019.99209
Skewness 1.67853295 Kurtosis 2.21093275
Uncorrected SS 54075 Corrected SS 22439.8261
Coeff Variation 86.1146831 Std Error Mean 6.65939054

Basic Statistical Measures
Location Variability
Mean 37.08696 Std Deviation 31.93732
Median 23.00000 Variance 1020
Mode 18.00000 Range 113.00000
    Interquartile Range 25.00000

Tests for Location: Mu0=0
Test Statistic p Value
Student's t t 5.569122 Pr > |t| <.0001
Sign M 11.5 Pr >= |M| <.0001
Signed Rank S 138 Pr >= |S| <.0001

Tests for Normality
Test Statistic p Value
Shapiro-Wilk W 0.779372 Pr < W 0.0002
Kolmogorov-Smirnov D 0.209166 Pr > D <0.0100
Cramer-von Mises W-Sq 0.305686 Pr > W-Sq <0.0050
Anderson-Darling A-Sq 1.854732 Pr > A-Sq <0.0050

Quantiles (Definition 5)
Quantile Estimate
100% Max 120
99% 120
95% 116
90% 92
75% Q3 43
50% Median 23
25% Q1 18
10% 9
5% 7
1% 7
0% Min 7

Extreme Observations
Lowest Highest
Value Obs Value Obs
7 17 52 23
7 9 54 11
9 7 92 15
13 8 116 14
18 19 120 12

The SAS System

The UNIVARIATE Procedure
Variable: octHs

Moments
N 23 Sum Weights 23
Mean 63.1304348 Sum Observations 1452
Std Deviation 40.595907 Variance 1648.02767
Skewness 1.51718287 Kurtosis 2.64224611
Uncorrected SS 127922 Corrected SS 36256.6087
Coeff Variation 64.3048114 Std Error Mean 8.46483177

Basic Statistical Measures
Location Variability
Mean 63.13043 Std Deviation 40.59591
Median 53.00000 Variance 1648
Mode 38.00000 Range 170.00000
    Interquartile Range 45.00000

Note: The mode displayed is the smallest of 2 modes with a count of 2.


Tests for Location: Mu0=0
Test Statistic p Value
Student's t t 7.457967 Pr > |t| <.0001
Sign M 11.5 Pr >= |M| <.0001
Signed Rank S 138 Pr >= |S| <.0001

Tests for Normality
Test Statistic p Value
Shapiro-Wilk W 0.867502 Pr < W 0.0057
Kolmogorov-Smirnov D 0.191391 Pr > D 0.0271
Cramer-von Mises W-Sq 0.171359 Pr > W-Sq 0.0115
Anderson-Darling A-Sq 0.983709 Pr > A-Sq 0.0114

Quantiles (Definition 5)
Quantile Estimate
100% Max 186
99% 186
95% 134
90% 107
75% Q3 82
50% Median 53
25% Q1 37
10% 20
5% 19
1% 16
0% Min 16

Extreme Observations
Lowest Highest
Value Obs Value Obs
16 22 99 9
19 5 106 15
20 11 107 4
31 19 134 12
36 21 186 8

The SAS System

The UNIVARIATE Procedure
Variable: octHo

Moments
N 23 Sum Weights 23
Mean 62.5217391 Sum Observations 1438
Std Deviation 120.140777 Variance 14433.8063
Skewness 4.14687933 Kurtosis 18.439424
Uncorrected SS 407450 Corrected SS 317543.739
Coeff Variation 192.158406 Std Error Mean 25.0510837

Basic Statistical Measures
Location Variability
Mean 62.52174 Std Deviation 120.14078
Median 21.00000 Variance 14434
Mode 19.00000 Range 581.00000
    Interquartile Range 38.00000

Tests for Location: Mu0=0
Test Statistic p Value
Student's t t 2.49577 Pr > |t| 0.0206
Sign M 11.5 Pr >= |M| <.0001
Signed Rank S 138 Pr >= |S| <.0001

Tests for Normality
Test Statistic p Value
Shapiro-Wilk W 0.438561 Pr < W <0.0001
Kolmogorov-Smirnov D 0.341098 Pr > D <0.0100
Cramer-von Mises W-Sq 0.867235 Pr > W-Sq <0.0050
Anderson-Darling A-Sq 4.595135 Pr > A-Sq <0.0050

Quantiles (Definition 5)
Quantile Estimate
100% Max 588
99% 588
95% 139
90% 122
75% Q3 55
50% Median 21
25% Q1 17
10% 12
5% 10
1% 7
0% Min 7

Extreme Observations
Lowest Highest
Value Obs Value Obs
7 3 58 14
10 7 104 15
12 22 122 12
12 13 139 8
14 17 588 5