****************************** Poisson Regression ******************************
** Regression Results **
Valid Number of Cases: 22, 0 Omitted
Dependent Variable: Number of cancers
Exposure: Subject-years
| Coefficient Standard Error Wald Statistic Significance
-------------------+------------------------------------------------------------
Constant| -9.3284 0.2086 1999.7803 0.0000
Status
= Non-veteran| 0.0035 0.0555 0.0040 0.9493
Age group = 25-29| 0.6793 0.2325 8.5373 0.0035
30-34| 1.3711 0.2177 39.6626 0.0000
35-39| 1.9396 0.2121 83.6581 0.0000
40-44| 2.0343 0.2161 88.6203 0.0000
45-49| 2.7266 0.2222 150.5415 0.0000
50-54| 3.2029 0.2206 210.7122 0.0000
55-59| 3.7162 0.2178 291.1925 0.0000
60-64| 4.0927 0.2177 353.4848 0.0000
65-69| 4.2362 0.2242 356.9375 0.0000
70-| 4.3637 0.2274 368.3264 0.0000
| Lower 95% Upper 95%
-------------------+------------------------------
Constant| -9.7372 -8.9195
Status
= Non-veteran| -0.1052 0.1123
Age group = 25-29| 0.2236 1.1350
30-34| 0.9444 1.7978
35-39| 1.5240 2.3553
40-44| 1.6108 2.4579
45-49| 2.2910 3.1621
50-54| 2.7704 3.6353
55-59| 3.2894 4.1430
60-64| 3.6660 4.5193
65-69| 3.7967 4.6757
70-| 3.9181 4.8094
-2 Log likelihood:
Initial Model = 2199.7137
Final Model = 132.0133
Likelihood Ratio Statistic:
Chi-Square Statistic = 2067.7004
Degrees of Freedom = 11
Right-Tail Probability = 0.0000
Goodness of Fit:
Chi-Square Statistic = 5.2166
Degrees of Freedom = 9
Right-Tail Probability = 0.8150
** Incidence Rate Ratio **
| Incidence
| Rate Ratio Standard Error Lower 95% Upper 95%
-------------------+------------------------------------------------------------
Status
= Non-veteran| 1.0035 0.0557 0.9001 1.1188
Age group = 25-29| 1.9725 0.4586 1.2506 3.1111
30-34| 3.9396 0.8577 2.5712 6.0363
35-39| 6.9561 1.4751 4.5905 10.5408
40-44| 7.6471 1.6525 5.0067 11.6799
45-49| 15.2801 3.3956 9.8849 23.6201
50-54| 24.6031 5.4286 15.9653 37.9144
55-59| 41.1074 8.9521 26.8256 62.9926
60-64| 59.9000 13.0391 39.0963 91.7736
65-69| 69.1453 15.5040 44.5557 107.3055
70-| 78.5486 17.8599 50.3034 122.6533
** Correlation Matrix of Regression Coefficients **
| Status Age
| Constant = Non-veteran group = 25-29 30-34
-------------------+------------------------------------------------------------
Constant| 1.0000 -0.2060 -0.8648 -0.9241
Status
= Non-veteran| -0.2060 1.0000 0.0274 0.0319
Age group = 25-29| -0.8648 0.0274 1.0000 0.8241
30-34| -0.9241 0.0319 0.8241 1.0000
35-39| -0.9499 0.0387 0.8462 0.9037
40-44| -0.9362 0.0575 0.8309 0.8875
45-49| -0.9098 0.0532 0.8079 0.8629
50-54| -0.9133 0.0388 0.8133 0.8686
55-59| -0.9205 0.0159 0.8234 0.8793
60-64| -0.9156 -0.0096 0.8230 0.8789
65-69| -0.8836 -0.0353 0.7983 0.8524
70-| -0.8681 -0.0504 0.7868 0.8401
| 35-39 40-44 45-49 50-54
-------------------+------------------------------------------------------------
Constant| -0.9499 -0.9362 -0.9098 -0.9133
Status
= Non-veteran| 0.0387 0.0575 0.0532 0.0388
Age group = 25-29| 0.8462 0.8309 0.8079 0.8133
30-34| 0.9037 0.8875 0.8629 0.8686
35-39| 1.0000 0.9115 0.8862 0.8920
40-44| 0.9115 1.0000 0.8707 0.8761
45-49| 0.8862 0.8707 1.0000 0.8518
50-54| 0.8920 0.8761 0.8518 1.0000
55-59| 0.9028 0.8863 0.8618 0.8678
60-64| 0.9022 0.8852 0.8608 0.8671
65-69| 0.8749 0.8579 0.8343 0.8408
70-| 0.8622 0.8451 0.8220 0.8286
| 55-59 60-64 65-69 70-
-------------------+------------------------------------------------------------
Constant| -0.9205 -0.9156 -0.8836 -0.8681
Status
= Non-veteran| 0.0159 -0.0096 -0.0353 -0.0504
Age group = 25-29| 0.8234 0.8230 0.7983 0.7868
30-34| 0.8793 0.8789 0.8524 0.8401
35-39| 0.9028 0.9022 0.8749 0.8622
40-44| 0.8863 0.8852 0.8579 0.8451
45-49| 0.8618 0.8608 0.8343 0.8220
50-54| 0.8678 0.8671 0.8408 0.8286
55-59| 1.0000 0.8788 0.8527 0.8407
60-64| 0.8788 1.0000 0.8540 0.8423
65-69| 0.8527 0.8540 1.0000 0.8190
70-| 0.8407 0.8423 0.8190 1.0000
** Covariance Matrix of Regression Coefficients **
| Status Age
| Constant = Non-veteran group = 25-29 30-34
-------------------+------------------------------------------------------------
Constant| 0.0435 -0.0024 -0.0419 -0.0420
Status
= Non-veteran| -0.0024 0.0031 0.0004 0.0004
Age group = 25-29| -0.0419 0.0004 0.0541 0.0417
30-34| -0.0420 0.0004 0.0417 0.0474
35-39| -0.0420 0.0005 0.0417 0.0417
40-44| -0.0422 0.0007 0.0417 0.0418
45-49| -0.0422 0.0007 0.0417 0.0417
50-54| -0.0420 0.0005 0.0417 0.0417
55-59| -0.0418 0.0002 0.0417 0.0417
60-64| -0.0416 -0.0001 0.0417 0.0417
65-69| -0.0413 -0.0004 0.0416 0.0416
70-| -0.0412 -0.0006 0.0416 0.0416
| 35-39 40-44 45-49 50-54
-------------------+------------------------------------------------------------
Constant| -0.0420 -0.0422 -0.0422 -0.0420
Status
= Non-veteran| 0.0005 0.0007 0.0007 0.0005
Age group = 25-29| 0.0417 0.0417 0.0417 0.0417
30-34| 0.0417 0.0418 0.0417 0.0417
35-39| 0.0450 0.0418 0.0418 0.0417
40-44| 0.0418 0.0467 0.0418 0.0418
45-49| 0.0418 0.0418 0.0494 0.0418
50-54| 0.0417 0.0418 0.0418 0.0487
55-59| 0.0417 0.0417 0.0417 0.0417
60-64| 0.0416 0.0416 0.0416 0.0416
65-69| 0.0416 0.0416 0.0416 0.0416
70-| 0.0416 0.0415 0.0415 0.0416
| 55-59 60-64 65-69 70-
-------------------+------------------------------------------------------------
Constant| -0.0418 -0.0416 -0.0413 -0.0412
Status
= Non-veteran| 0.0002 -0.0001 -0.0004 -0.0006
Age group = 25-29| 0.0417 0.0417 0.0416 0.0416
30-34| 0.0417 0.0417 0.0416 0.0416
35-39| 0.0417 0.0416 0.0416 0.0416
40-44| 0.0417 0.0416 0.0416 0.0415
45-49| 0.0417 0.0416 0.0416 0.0415
50-54| 0.0417 0.0416 0.0416 0.0416
55-59| 0.0474 0.0417 0.0416 0.0416
60-64| 0.0417 0.0474 0.0417 0.0417
65-69| 0.0416 0.0417 0.0503 0.0418
70-| 0.0416 0.0417 0.0418 0.0517
** Actual and Fitted Values **
Row| Actual * Fitted + 1.9057 193.7020
---------+----------------------------------------------------------------------
1| 6.0000 5.4067 *
2| 21.0000 27.5518 *+
3| 54.0000 61.6656 * +
4| 118.0000 115.2981 +*
5| 97.0000 92.0660 +*
6| 58.0000 57.8741 *
7| 56.0000 54.6629 +*
8| 54.0000 50.0844 +*
9| 34.0000 32.8068 *
10| 9.0000 9.6781 *
11| 2.0000 1.9057 *
12| 18.0000 18.5933 *
13| 60.0000 53.4481 + *
14| 122.0000 114.3345 + *
15| 191.0000 193.7020 *+
16| 108.0000 112.9340 *+
17| 74.0000 74.1259 *
18| 88.0000 89.3372 *
19| 120.0000 123.9157 *+
20| 141.0000 142.1933 *
21| 108.0000 107.3219 +*
22| 99.0000 99.0944 *
** Residuals **
Row| Residuals -7.6656 7.6656
---------+----------------------------------------------------------------------
1| 0.5933 *
2| -6.5518 *
3| -7.6656 *
4| 2.7019 *
5| 4.9340 *
6| 0.1259 *
7| 1.3371 *
8| 3.9156 *
9| 1.1932 *
10| -0.6781 *
11| 0.0943 *
12| -0.5933 *
13| 6.5519 *
14| 7.6655 *
15| -2.7020 *
16| -4.9340 *
17| -0.1259 *
18| -1.3372 *
19| -3.9157 *
20| -1.1933 *
21| 0.6781 *
22| -0.0944 *
** Case (Diagnostic) Statistics **
| Standard
| Error
Row| Fitted Values of Fitted Lower 95% Upper 95%
-------------------+--------------------------------------------------------
1| 5.4067 0.2086 4.9979 5.8156
2| 27.5518 0.1170 27.3225 27.7811
3| 61.6656 0.0836 61.5018 61.8293
4| 115.2981 0.0667 115.1674 115.4288
5| 92.0660 0.0762 91.9166 92.2154
6| 57.8741 0.0924 57.6929 58.0553
7| 54.6629 0.0902 54.4862 54.8396
8| 50.0844 0.0855 49.9168 50.2519
9| 32.8068 0.0880 32.6343 32.9793
10| 9.6781 0.1055 9.4712 9.8849
11| 1.9057 0.1134 1.6834 2.1280
12| 18.5933 0.2045 18.1925 18.9941
13| 53.4481 0.1127 53.2272 53.6690
14| 114.3345 0.0778 114.1819 114.4871
15| 193.7020 0.0605 193.5833 193.8206
16| 112.9340 0.0742 112.7887 113.0793
17| 74.1259 0.0904 73.9488 74.3030
18| 89.3372 0.0860 89.1687 89.5056
19| 123.9157 0.0775 123.7638 124.0675
20| 142.1933 0.0763 142.0437 142.3428
21| 107.3219 0.0926 107.1405 107.5034
22| 99.0944 0.0995 98.8993 99.2894
| Standardised
Row| Deviance Residuals Residuals
-------------------+------------------------------------------
1| 0.0628 0.5933 0.2551
2| 1.6987 -6.5518 -1.2482
3| 0.9950 -7.6656 -0.9762
4| 0.0628 2.7019 0.2516
5| 0.2598 4.9340 0.5142
6| 0.0003 0.1259 0.0165
7| 0.0324 1.3371 0.1809
8| 0.2984 3.9156 0.5533
9| 0.0429 1.1932 0.2083
10| 0.0487 -0.6781 -0.2180
11| 0.0046 0.0943 0.0683
12| 0.0191 -0.5933 -0.1376
13| 0.7722 6.5519 0.8962
14| 0.5028 7.6655 0.7169
15| 0.0379 -2.7020 -0.1941
16| 0.2188 -4.9340 -0.4643
17| 0.0002 -0.1259 -0.0146
18| 0.0201 -1.3372 -0.1415
19| 0.1251 -3.9157 -0.3518
20| 0.0100 -1.1933 -0.1001
21| 0.0043 0.6781 0.0655
22| 0.0001 -0.0944 -0.0095
