[R] Problems with lm()
Hsin-Ya Lee
leeznar at yahoo.com.tw
Sat Jun 21 08:18:31 CEST 2008
Dear Dr. Andrew Robinson:
Thanks for your reply. In my data, subject is nested within sequence.
According to Dr. Christoph's reply, I have change the sequence data.
It seems not work in R. However, I am sure that I run the same data with
GLM in SPSS that I posted in first time. I really do not know where the
problem is. How can I do?
Best regards,
Hsin-Ya
Andrew Robinson-6 wrote:
>
> In your data, subject is nested within sequence. Was that your
> intention?
>
>> a<-c(1,1,2,2,3,3,4,4,5,5,6,6,7,7,8,8,9,9,10,10,11,11,12,12,13,13,14,14)
>> b<-c(1,2,1,2,1,2,1,2,1,2,1,2,1,2,1,2,1,2,1,2,1,2,1,2,1,2,1,2)
>> c<-c(2,1,1,2,2,1,1,2,2,1,1,2,2,1,1,2,2,1,1,2,2,1,1,2,2,1,1,2)
>> d<-c(2,2,1,1,2,2,1,1,2,2,1,1,2,2,1,1,2,2,1,1,2,2,1,1,2,2,1,1)
>> e<-c(1739,1633,1481,1837,1780,2073,1374,1629,1555,1385,1756,1522,1566,1643,
> + 1939,1615,1475,1759,1388,1483,1127,1682,1542,1247,1235,1605,1598,1718
> + )
>> Data<-data.frame(subject=as.factor(a),
> + drug=as.factor(b), period=as.factor(c),
> + sequence=as.factor(d), Max=e)
>> Data
> subject drug period sequence Max
> 1 1 1 2 2 1739
> 2 1 2 1 2 1633
> 3 2 1 1 1 1481
> 4 2 2 2 1 1837
> 5 3 1 2 2 1780
> 6 3 2 1 2 2073
> 7 4 1 1 1 1374
> 8 4 2 2 1 1629
> 9 5 1 2 2 1555
> 10 5 2 1 2 1385
> 11 6 1 1 1 1756
> 12 6 2 2 1 1522
> 13 7 1 2 2 1566
> 14 7 2 1 2 1643
> 15 8 1 1 1 1939
> 16 8 2 2 1 1615
> 17 9 1 2 2 1475
> 18 9 2 1 2 1759
> 19 10 1 1 1 1388
> 20 10 2 2 1 1483
> 21 11 1 2 2 1127
> 22 11 2 1 2 1682
> 23 12 1 1 1 1542
> 24 12 2 2 1 1247
> 25 13 1 2 2 1235
> 26 13 2 1 2 1605
> 27 14 1 1 1 1598
> 28 14 2 2 1 1718
>
>
>
> Andrew
>
>
> On Thu, Jun 19, 2008 at 04:29:16PM +0800, leeznar wrote:
>> Dear R-users:
>>
>> I am a new R-user and I have a question about lm
>> function. Here is my data.
>> a<-c(1,1,2,2,3,3,4,4,5,5,6,6,7,7,8,8,9,9,10,10,11,11,12,12,13,13,14,14)
>> b<-c(1,2,1,2,1,2,1,2,1,2,1,2,1,2,1,2,1,2,1,2,1,2,1,2,1,2,1,2)
>> c<-c(2,1,1,2,2,1,1,2,2,1,1,2,2,1,1,2,2,1,1,2,2,1,1,2,2,1,1,2)
>> d<-c(2,2,1,1,2,2,1,1,2,2,1,1,2,2,1,1,2,2,1,1,2,2,1,1,2,2,1,1)
>> e<-c(1739,1633,1481,1837,1780,2073,1374,1629,1555,1385,1756,1522,1566,1643,1939,1615,1475,1759,1388,1483,1127,1682,1542,1247,1235,1605,1598,1718
>> )
>> Data<-data.frame(subject=as.factor(a),
>> drug=as.factor(b), period=as.factor(c),
>> sequence=as.factor(d), Max=e)
>>
>> lm3<- lm(Max ~subject*sequence + sequence + period +
>> drug, data=Data)
>> print(lm3)
>> anova(lm3)
>>
>> When I use lm to fit the data, there are some problems
>> in ??subject*sequence??. I have use GLM in SPSS to
>> fit the same data, and it seems there is no problem.
>>
>> I don??t know where my problem is. How can I get the
>> same result with SPSS? How can I do?
>>
>> Best regards,
>> Hsin-Ya Lee
>>
>>
>>
>>
>>
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>
>> ______________________________________________
>> R-help at r-project.org mailing list
>> https://stat.ethz.ch/mailman/listinfo/r-help
>> PLEASE do read the posting guide
>> http://www.R-project.org/posting-guide.html
>> and provide commented, minimal, self-contained, reproducible code.
>
>
> --
> Andrew Robinson
> Department of Mathematics and Statistics Tel: +61-3-8344-6410
> University of Melbourne, VIC 3010 Australia Fax: +61-3-8344-4599
> http://www.ms.unimelb.edu.au/~andrewpr
> http://blogs.mbs.edu/fishing-in-the-bay/
>
> ______________________________________________
> R-help at r-project.org mailing list
> https://stat.ethz.ch/mailman/listinfo/r-help
> PLEASE do read the posting guide
> http://www.R-project.org/posting-guide.html
> and provide commented, minimal, self-contained, reproducible code.
>
>
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