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第4章 第三节 NONMEN输出结果

2023年3月10日 2290点热度 3人点赞 0条评论

NONMEN输出结果

最重要的输出文件lst文件

iv infusion 3cp\infusion_3cp.nm7\infusion_3cp.lst

简洁输出文件

iv infusion 3cp\infusion_3cp.nm7\infusion_3cp.smr

控制文件和软件授权信息

lst文件内
1. 完整运行的控制文件
2. 授权信息

License Registered to: XXXX       ;购买软件许可的机构
Expiration Date:    XXXX          ;到期时间
Current Date:       XXXX          ;当前日期
Days until program expires : XXX  ;软件授权剩余天数

NM-TRAN

 NO. OF DATA RECS IN DATA SET:      475  数据行数
 NO. OF DATA ITEMS IN DATA SET:  17      数据变量数
 ID DATA ITEM IS DATA ITEM NO.:   2      ID所在列
 DEP VARIABLE IS DATA ITEM NO.:   6      观测值所在列
 MDV DATA ITEM IS DATA ITEM NO.:  9    MDV所在列

PREDPP

房室相关信息

 COMPT. NO.   FUNCTION   INITIAL    ON/OFF      DOSE      DEFAULT    DEFAULT
                         STATUS     ALLOWED    ALLOWED    FOR DOSE   FOR OBS.
    1         CENTRAL      ON         NO         YES        YES        YES
    2         PERIPH1      ON         NO         YES        NO         NO
    3         PERIPH2      ON         NO         YES        NO         NO
    4         OUTPUT       OFF        YES        NO         NO         NO

给药信息

   EVENT ID DATA ITEM IS DATA ITEM NO.:     17
   TIME DATA ITEM IS DATA ITEM NO.:          3
   DOSE AMOUNT DATA ITEM IS DATA ITEM NO.:   7
   DOSE RATE DATA ITEM IS DATA ITEM NO.:     8

估算方法

估算方法

ANALYSIS TYPE:                           POPULATION
 NUMBER OF SADDLE POINT RESET ITERATIONS:      0
 GRADIENT METHOD USED:               NOSLOW
 CONDITIONAL ESTIMATES USED:              YES
 CENTERED ETA:                            NO
 EPS-ETA INTERACTION:                     YES
 LAPLACIAN OBJ. FUNC.:                    NO
 NO. OF FUNCT. EVALS. ALLOWED:            9999
 NO. OF SIG. FIGURES REQUIRED:            3

中间运算结果

**ITERATION NO.:    0     (迭代次数 )** 
**OBJECTIVE VALUE:   2303.85369963211 (目标函数值)**
**NO. OF FUNC. EVALS.:  10 (函数估算次数)**
 **CUMULATIVE NO. OF FUNC. EVALS.:       10(累计估算次数)**

参数估算值

NPARAMETR:  5.0558E+01  1.0513E+01  1.5310E+01  4.1132E+01  1.9719E+01  2.0763E+01  1.9992E-02  1.9970E-02  2.0115E-02  2.0149E-02
             2.0703E-02  9.5814E-02
 PARAMETER:  5.8496E-02  1.4998E-01  1.2045E-01  1.2790E-01  8.5875E-02  1.3745E-01  9.9789E-02  9.9257E-02  1.0287E-01  1.0371E-01
             1.1728E-01  7.8620E-02

梯度

GRADIENT:   1.0307E+02 -1.2413E+02 -5.0791E+01 -6.9290E+01  3.5080E+01 -9.3004E+01  5.2462E-01  1.8444E+00 -7.1247E+00 -9.2107E+00
            -4.2924E+01  5.3097E+01

结果示例:

0ITERATION NO.:    0     (迭代次数 ) OBJECTIVE VALUE:   2303.85369963211        NO. OF FUNC. EVALS.:  10    
 CUMULATIVE NO. OF FUNC. EVALS.:       10
 NPARAMETR:  5.2700E+01  1.0000E+01  1.5000E+01  4.0000E+01  2.0000E+01  2.0000E+01  2.0000E-02  2.0000E-02  2.0000E-02  2.0000E-02
             2.0000E-02  1.0000E-01
 PARAMETER:  1.0000E-01  1.0000E-01  1.0000E-01  1.0000E-01  1.0000E-01  1.0000E-01  1.0000E-01  1.0000E-01  1.0000E-01  1.0000E-01
             1.0000E-01  1.0000E-01
 GRADIENT:   1.0307E+02 -1.2413E+02 -5.0791E+01 -6.9290E+01  3.5080E+01 -9.3004E+01  5.2462E-01  1.8444E+00 -7.1247E+00 -9.2107E+00
            -4.2924E+01  5.3097E+01

0ITERATION NO.:    1    OBJECTIVE VALUE:   2294.06567680895        NO. OF FUNC. EVALS.:  12
 CUMULATIVE NO. OF FUNC. EVALS.:       22
 NPARAMETR:  5.0558E+01  1.0513E+01  1.5310E+01  4.1132E+01  1.9719E+01  2.0763E+01  1.9992E-02  1.9970E-02  2.0115E-02  2.0149E-02
             2.0703E-02  9.5814E-02
 PARAMETER:  5.8496E-02  1.4998E-01  1.2045E-01  1.2790E-01  8.5875E-02  1.3745E-01  9.9789E-02  9.9257E-02  1.0287E-01  1.0371E-01
             1.1728E-01  7.8620E-02
 GRADIENT:  -4.3681E+01 -2.1561E+00 -2.0097E+01 -1.3147E+01 -1.5383E+01 -6.9617E+00  2.9926E+00  6.2304E+00 -5.3722E+00 -9.2730E+00
            -2.0838E+01  5.0299E+01

0ITERATION NO.:    2    OBJECTIVE VALUE:   2290.80399734753        NO. OF FUNC. EVALS.:  12
 CUMULATIVE NO. OF FUNC. EVALS.:       34
 NPARAMETR:  5.2420E+01  1.0669E+01  1.5721E+01  4.2003E+01  1.9975E+01  2.1114E+01  1.9862E-02  1.9700E-02  2.0376E-02  2.0589E-02
             2.1831E-02  8.5164E-02
 PARAMETER:  9.4666E-02  1.6475E-01  1.4696E-01  1.4887E-01  9.8735E-02  1.5421E-01  9.6548E-02  9.2436E-02  1.0931E-01  1.1451E-01
             1.4379E-01  1.9707E-02
 GRADIENT:   5.9994E+01  3.8143E+01 -3.2317E-01  4.7986E+00 -8.0643E+00  1.3449E+01  2.6998E+00  5.7923E+00 -4.8725E+00 -9.2573E+00
            -3.1531E+00  4.2503E+01

0ITERATION NO.:    3    OBJECTIVE VALUE:   2286.96069628843        NO. OF FUNC. EVALS.:  11
 CUMULATIVE NO. OF FUNC. EVALS.:       45
 NPARAMETR:  5.1687E+01  1.0348E+01  1.6216E+01  4.2732E+01  2.0526E+01  2.1135E+01  1.9585E-02  1.9121E-02  2.0916E-02  2.1572E-02
             2.3392E-02  6.7229E-02
 PARAMETER:  8.0596E-02  1.3423E-01  1.7792E-01  1.6608E-01  1.2596E-01  1.5519E-01  8.9506E-02  7.7534E-02  1.2240E-01  1.3783E-01
             1.7832E-01 -9.8533E-02
 GRADIENT:  -2.4643E+00 -3.0654E+00  3.5601E+01 -1.4332E+01  5.5020E+01 -7.8835E+00  3.6861E+00  6.3920E+00 -4.3786E+00 -9.5467E+00
             2.6582E+01  2.6217E+01

最终模型的参数估算值

MINIMIZATION SUCCESSFUL                     最小化成功
 NO. OF FUNCTION EVALUATIONS USED:      317 函数估算次数
  NO. OF SIG. DIGITS IN FINAL EST.:  3.4    函数估算有效位数

ETA统计:算术平均值,方差,统计个数,se的p值(与0比较)

 ETABAR:        -5.4972E-04  1.6467E-04 -5.9433E-03  0.0000E+00  5.9833E-03  0.0000E+00
 SE:             2.1583E-02  1.0976E-02  1.7510E-02  0.0000E+00  2.6573E-02  0.0000E+00
 N:                      36          36          36          36          36          36
 P VAL.:         9.7968E-01  9.8803E-01  7.3430E-01  1.0000E+00  8.2185E-01  1.0000E+00

ETA与EPS的收缩

 ETASHRINKSD(
 ETASHRINKVR(
 EBVSHRINKSD(
 EBVSHRINKVR(
 EPSSHRINKSD(
 EPSSHRINKVR(
 TOTAL DATA POINTS NORMALLY DISTRIBUTED (N):          439    总体观测事件个数
TOTAL DATA POINTS NORMALLY DISTRIBUTED (N):          439  个体间变异ETA值的个数

剩余时间

 Elapsed estimation  time in seconds:     6.27
 Elapsed covariance  time in seconds:     9.47
 Elapsed postprocess time in seconds:     0.07

终模型的参数估算值

最小目标函数值( #OBJV:)

 ************************************************************************************************************************
 ********************                                                                                ********************
 ********************               FIRST ORDER CONDITIONAL ESTIMATION WITH INTERACTION              ********************
 #OBJT:**************                       MINIMUM VALUE OF OBJECTIVE FUNCTION                      ********************
 ********************                                                                                ********************
 ************************************************************************************************************************
 #OBJV:********************************************     2279.447       **************************************************

典型值 THETA - VECTOR OF FIXED EFFECTS PARAMETERS

************************************************************************************************************************
 ********************                                                                                ********************
 ********************               FIRST ORDER CONDITIONAL ESTIMATION WITH INTERACTION              ********************
 ********************                             FINAL PARAMETER ESTIMATE                           ********************
 ********************                                                                                ********************
 ************************************************************************************************************************
 THETA - VECTOR OF FIXED EFFECTS PARAMETERS   *********
         TH 1      TH 2      TH 3      TH 4      TH 5      TH 6     
         5.15E+01  1.05E+01  2.12E+01  4.85E+01  1.45E+01  1.34E+01

个体间变异方差矩阵OMEGA - COV MATRIX FOR RANDOM EFFECTS - ETAS

 OMEGA - COV MATRIX FOR RANDOM EFFECTS - ETAS  ********
         ETA1      ETA2      ETA3      ETA4      ETA5      ETA6     
 ETA1
+        1.88E-02

 ETA2
+        0.00E+00  1.18E-02

 ETA3
+        0.00E+00  0.00E+00  2.66E-02

 ETA4
+        0.00E+00  0.00E+00  0.00E+00  0.00E+00

 ETA5
+        0.00E+00  0.00E+00  0.00E+00  0.00E+00  4.19E-02

 ETA6
+        0.00E+00  0.00E+00  0.00E+00  0.00E+00  0.00E+00  0.00E+00
 ```

**残差变异的方差**(加和型和比例型)
 ```
 SIGMA - COV MATRIX FOR RANDOM EFFECTS - EPSILONS  ****


         EPS1      EPS2     

 EPS1
+        2.21E-02

 EPS2
+        0.00E+00  4.71E-02

1
 ```
 **个体内变异系数**(100
  ```
 OMEGA - CORR MATRIX FOR RANDOM EFFECTS - ETAS  *******


         ETA1      ETA2      ETA3      ETA4      ETA5      ETA6     

 ETA1
+        1.37E-01

 ETA2
+        0.00E+00  1.09E-01

 ETA3
+        0.00E+00  0.00E+00  1.63E-01

 ETA4
+        0.00E+00  0.00E+00  0.00E+00  0.00E+00

 ETA5
+        0.00E+00  0.00E+00  0.00E+00  0.00E+00  2.05E-01

 ETA6
+        0.00E+00  0.00E+00  0.00E+00  0.00E+00  0.00E+00  0.00E+00

加和型和比例型残差变异系数百分比的变异系数

 SIGMA - CORR MATRIX FOR RANDOM EFFECTS - EPSILONS  ***


         EPS1      EPS2     

 EPS1
+        1.49E-01

 EPS2
+        0.00E+00  2.17E-01

1

各个参数的标准误

 ************************************************************************************************************************
 ********************                                                                                ********************
 ********************               FIRST ORDER CONDITIONAL ESTIMATION WITH INTERACTION              ********************
 ********************                            STANDARD ERROR OF ESTIMATE                          ********************
 ********************                                                                                ********************
 ************************************************************************************************************************



 THETA - VECTOR OF FIXED EFFECTS PARAMETERS   *********


         TH 1      TH 2      TH 3      TH 4      TH 5      TH 6     

         1.32E+00  4.34E-01  4.05E+00  4.20E+00  3.83E+00  4.70E+00



 OMEGA - COV MATRIX FOR RANDOM EFFECTS - ETAS  ********


         ETA1      ETA2      ETA3      ETA4      ETA5      ETA6     

 ETA1
+        6.01E-03

 ETA2
+       .........  7.52E-03

 ETA3
+       ......... .........  1.83E-02

 ETA4
+       ......... ......... ......... .........

 ETA5
+       ......... ......... ......... .........  2.02E-02

 ETA6
+       ......... ......... ......... ......... ......... .........



 SIGMA - COV MATRIX FOR RANDOM EFFECTS - EPSILONS  ****


         EPS1      EPS2     

 EPS1
+        1.64E-03

 EPS2
+       .........  1.04E-02

1


 OMEGA - CORR MATRIX FOR RANDOM EFFECTS - ETAS  *******


         ETA1      ETA2      ETA3      ETA4      ETA5      ETA6     

 ETA1
+        2.20E-02

 ETA2
+       .........  3.46E-02

 ETA3
+       ......... .........  5.61E-02

 ETA4
+       ......... ......... ......... .........

 ETA5
+       ......... ......... ......... .........  4.93E-02

 ETA6
+       ......... ......... ......... ......... ......... .........



 SIGMA - CORR MATRIX FOR RANDOM EFFECTS - EPSILONS  ***


         EPS1      EPS2     

 EPS1
+        5.52E-03

 EPS2
+       .........  2.39E-02

方差协方差矩阵

 ************************************************************************************************************************
 ********************                                                                                ********************
 ********************               FIRST ORDER CONDITIONAL ESTIMATION WITH INTERACTION              ********************
 ********************                          COVARIANCE MATRIX OF ESTIMATE                         ********************
 ********************                                                                                ********************
 ************************************************************************************************************************

相关系数矩阵

************************************************************************************************************************
 ********************                                                                                ********************
 ********************               FIRST ORDER CONDITIONAL ESTIMATION WITH INTERACTION              ********************
 ********************                          CORRELATION MATRIX OF ESTIMATE                        ********************
 ********************                                                                                ********************
 ************************************************************************************************************************

协方差逆矩阵

 ************************************************************************************************************************
 ********************                                                                                ********************
 ********************               FIRST ORDER CONDITIONAL ESTIMATION WITH INTERACTION              ********************
 ********************                      INVERSE COVARIANCE MATRIX OF ESTIMATE                     ********************
 ********************                                                                                ********************
 ************************************************************************************************************************

特征值结果

************************************************************************************************************************
 ********************                                                                                ********************
 ********************               FIRST ORDER CONDITIONAL ESTIMATION WITH INTERACTION              ********************
 ********************                      EIGENVALUES OF COR MATRIX OF ESTIMATE                     ********************
 ********************                                                                                ********************
 ************************************************************************************************************************

附加文件

标签: NONMEN POPPK
最后更新:2023年4月4日

MSxiaoming

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