熊与我!这是我一直在努力的一个项目,尝试了很多东西,但我似乎无法使其发挥作用。如何通过SAS中的数组进行线性插值?
下面是我用来创建一个新表的现有代码。现有的输出表(claims.simulation_ISLPx)也在下面。
我想要做的是取成员(5,6,8,10,12)的“数组”,并为5个成员组运行5次迭代,为6个成员组运行6次迭代。 ..,12个成员组的迭代。
“过程”应从U(0,1)中绘制一个随机值,然后用claim.simulationISLPx表中的给定值线性插入它以确定组中的平均索赔(它将花费总索赔除以5,6,8,10或12)。
我不知道什么添加到我的代码。任何帮助将非常感激。
/*从输入零充气数正态函数,并允许付费式*/
%let P_0 = .25;
%let Mean = 8.9;
%let Std_Dev = 1.8;
%let ISL = 50000;
%let Deductible = 1750;
%let COINS = .80;
%let OOPM = 2000;
%let Min_Paid = 253.08;
%let Ind_Cap_Claim = 2500000;
%let Iterations = 10;
%let Distribution = 'Lognormal';
%let Member_Count = (5,6,8,10,12,15,20,25,30,40,50,60,70,80,90,100,125,150,175,200,250,300,400,500)
libname claims
data simulation;
do i = 1 to &Iterations;
Px = rand('Uniform',&P_0,1);
Px1 = rand('Uniform',0,1);/*generate random numbers from 0 to 1*/
if Px>= %sysevalf(&P_0) then
Allowed_Claims = quantile(&Distribution,Px1,%sysevalf(&Mean),%sysevalf(&Std_Dev)); /*inverse of cdf*/
output;
end;
run;
proc sql;
create table claims.simulation_ISLPx as
select Allowed_Claims, Px1
from simulation
order by Allowed_Claims,Px1;
quit;
proc sql;
alter table claims.simulation_ISLPx add Paid_Claims_NoISL float;
update claims.simulation_ISLPx
set Paid_Claims_NoISL = min(max(0,Allowed_Claims - %sysevalf(&OOPM), min(Allowed_Claims,
%sysevalf(&Min_Paid) + max(Allowed_Claims - %sysevalf(&Deductible)*%sysevalf(&COINS),0))),
%sysevalf(&Ind_Cap_Claim));
alter table claims.simulation_ISLPx add Paid_Claims_AfterISL float;
update claims.simulation_ISLPx
set Paid_Claims_AfterISL = min(Paid_Claims_NoISL, %sysevalf(&ISL));
alter table claims.simulation_ISLPx add Total_Cost float;
update claims.simulation_ISLPx
set Total_Cost = Paid_Claims_NoISL - Paid_Claims_AfterISL;
quit;
proc sql;
select * from claims.simulation_ISLPx;
run;
quit;
下面是什么样的我想过做
%let Member_Count= [5,6,8,10,12,15,20,25,30,40,50,60,70,80,90,100,125,150,175,200,250,300,400,500];
data simulation_interpolation;
do i = 1 to &Member_Count[0];
xyz = rand('uniform',0,1);
if xyz >= 0 then Px = xyz;
output;
end;
run;
proc print data= simulation_interpolation;
run;
请更新您的问题以包含样本输入和输出数据集。另外,我建议你进一步了解[在SAS中使用阵列](http://www2.sas.com/proceedings/sugi30/242-30.pdf)。 – user667489
嗨user667489,不幸的是,样本输入或使用的值是通过“模拟”步骤在内部生成的。 – indiansrulz