GENLIN

GENLIN 在 定制表和高级统计信息中提供。

GENLIN 过程拟合广义线性模型和广义估计方程。

注: 语法图表中使用的等号 (=) 是必需元素。 所有子命令都是可选的。

GENLIN
    {dependent-var  [(REFERENCE = {LAST**})] [(ORDER = {ASCENDING**})]}
                                  {FIRST }             {DESCENDING }
                                  {value }             {DATA       }

    {events-var OF {trials-var}                                       }
                   {n         }

    [BY factor-list [(ORDER = {ASCENDING**})]]
                              {DESCENDING }
                              {DATA       }

    [WITH covariate-list]

[/MODEL  [effect-list]    [INTERCEPT = {YES**}]
                                       {NO   }

    [OFFSET = {variable}]    [SCALEWEIGHT = variable]
              {value   }

    [DISTRIBUTION = {BINOMIAL        }]
                    {GAMMA           }
                    {IGAUSS          }
                    {MULTINOMIAL     }
                    {NEGBIN ({1**  })}
                             {value}
                             {MLE  }
                    {NORMAL          }
                    {POISSON         }
                    {TWEEDIE (value) }

    [LINK = {CLOGLOG         }]]
            {IDENTITY        }
            {LOG             }
            {LOGC            }
            {LOGIT           }
            {NEGBIN          }
            {NLOGLOG         }
            {ODDSPOWER(value)}
            {POWER(value)    }
            {PROBIT          }
            {CUMCAUCHIT      }
            {CUMCLOGLOG      }
            {CUMLOGIT        }
            {CUMNLOGLOG      }
            {CUMPROBIT       }

[/CRITERIA  [ANALYSISTYPE = {3**} [({WALD**})]   [CHECKSEP = {20**}]
                            {1  }   {LR    }                 {n   }
                            {ALL}

    [CILEVEL = {95** }]    [CITYPE = {WALD**              }]
               {value}               {PROFILE [({1E-4**})]}
                                                {value }

    [COVB = {MODEL**}]     [HCONVERGE = {0**  } [({ABSOLUTE**})]]
            {ROBUST }                   {value}   {RELATIVE  }

    [INITIAL = {number-list [NEGBIN({1**  })]}]
                                    {value}
               {'savfile' | 'dataset'        }

    [LCONVERGE = {0**  } [({ABSOLUTE**})]]    [LIKELIHOOD = {FULL**}]
                 {value}   {RELATIVE  }                     {KERNEL}

    [MAXITERATIONS = {100**}]    [MAXSTEPHALVING = {5**}]
                    {n    }                        {n  }

    [METHOD = {FISHER ({1**})}]
                       {n  }
              {NEWTON        }

    [PCONVERGE = {1E-6**} [({ABSOLUTE**})]]
                 {value }   {RELATIVE  }

    [SCALE = {MLE**   }]
             {DEVIANCE}
             {PEARSON }
             {1**     }
             {value   }

    [SINGULAR = {1E-12**}]]
                {value  }

[/REPEATED SUBJECT = variable [* variable...]

    [WITHINSUBJECT = variable [* variable...]]

    [SORT = {YES**}]
            {NO   }

    [CORRTYPE = {INDEPENDENT**      }]
                {AR(1)              }
                {EXCHANGEABLE       }
                {FIXED (number-list)}
                {MDEPENDENT (n)     }
                {UNSTRUCTURED       }

    [ADJUSTCORR = {YES**}]
                  {NO   }

    [COVB = {ROBUST**}]
            {MODEL   }

    [HCONVERGE = {0**  }]
                 {value}

    [MAXITERATIONS = {100**}]
                     {n    }

    [PCONVERGE = {1E-6**} [({ABSOLUTE**})]]
                 {value }   {RELATIVE  }

    [UPDATECORR = {1**}]]
                  {n  }

[/EMMEANS [TABLES = factor [* factor ...]]

    [CONTROL = variable (value) [variable (value) ...]]

    [SCALE = {ORIGINAL** }]
             {TRANSFORMED}

    [COMPARE = factor [* factor ...]]

    [CONTRAST = {PAIRWISE**                }]
                {DEVIATION                 }
                {DIFFERENCE                }
                {HELMERT                   }
                {POLYNOMIAL ({1,2,3,...**})}
                             {number-list}
                {REPEATED                  }
                {SIMPLE   (value)          }

    [PADJUST = {LSD**        }]
               {BONFERRONI   }
               {SEQBONFERRONI}
               {SIDAK        }
               {SEQSIDAK     }

[/EMMEANS...]

[/MISSING CLASSMISSING = {EXCLUDE**}]
                         {INCLUDE  }

[/PRINT  [CORB] [COVB] [CPS**] [FIT**] [GEF] [HISTORY[({1**})]]
                                                       {n  }
        [LAGRANGE] [LMATRIX] [MODELINFO**] [SOLUTION**[(EXPONENTIATED)]]
        [SUMMARY**] [DESCRIPTIVES**] [WORKINGCORR] [NONE]]

[/SAVE [XBPRED[({varname             })]] [XBSTDERROR[({varname             })]]
                {rootname[:{25**   }]}                 {rootname[:{25**   }]}
                           {integer}                             {integer}
       [MEANPRED[({varname           })]]
                {rootname[:{25**   }]}
                           {integer}  
       [CIMEANPREDL[({varname             })]] CIMEANPREDU[({varname)            })]] 
                     {rootname[:{25**   }]}                 {rootname[:{25**   }]}
                                {integer}                              {integer}
       [PREDVAL[(varname)]]  [LEVERAGE[(varname)]]  [RESID[(varname)]]
       [PEARSONRESID[(varname)]] [DEVIANCERESID[(varname)]]
       [STDPEARSONRESID[(varname)]]  [STDDEVIANCERESID[(varname)]]
       [LIKELIHOODRESID[(varname)]]  [COOK[(varname)]]

/OUTFILE  {CORB = 'savfile' | 'dataset'}  {MODEL = 'file'    }
          {COVB = 'savfile' | 'dataset'}  {PARAMETER = 'file'}

** 如果省略子命令或关键字，则为缺省。

此命令读取活动数据集并导致执行任何暂挂命令。 请参阅主题 命令顺序 以获取更多信息。

可以从 广义线性模型响应 对话框生成 GENLIN 命令的语法。

发布历史

发行版 15.0

• 已引入命令。

发行版 16.0

• 添加了多项分布和 tweedie 分布; 为负二项分布的辅助参数添加了 MLE 估计选项 (MODEL 子命令， DISTRIBUTION 关键字)。 与添加自始至终的新分发版相关的注释。
• 添加了累积 Cauchit ，累积互补 log-log ，累积 logit ，累积负 log-log 和累积 probit 链接函数 (MODEL 子命令， LINK 关键字)。
• 添加了似然比卡方统计，作为 Wald 统计的替代方法 (CRITERIA 子命令， ANALYSISTYPE 关键字)。
• 添加了概要文件似然置信区间作为 Wald 置信区间的替代项 (CRITERIA 子命令， CITYPE 关键字)。
• 添加了用于指定负二项式分布的辅助参数的初始值的选项 (CRITERIA 子命令， INITIAL 关键字)。
• 更改了 GEE 的似然函数的缺省显示，以显示完整值而不是内核 (CRITERIA 子命令， LIKELIHOOD 关键字)。

示例

GENLIN mydepvar BY a b c WITH x y z
  /MODEL a b c x y z.