[R] PROC MIXED RANDOM equivalence in R nlme
Dennis F. Kahlbaum
kbomb at umich.edu
Fri Aug 11 16:56:52 CEST 2017
Hi Robert:
Thanks for your response, as well.
I'm sorry. As you've discovered, I made some capitalization errors when
posting my R code. The actual R code does use "lme", "data", and "random".
The dataframe is indeed named "emiss" and each item in the formula is a
column in the dataframe. I used the following R code to read in the
comma-delimited file (first line contains headings):
emiss <- read.table("data.csv", header=TRUE, sep=",") # NA for
missing data (default)
A review of the dataframe "emiss" shows that all items, except "STUDY",
"VEHICLE" and "NEW", are of type "num". The items "STUDY", "VEHICLE",
and "NEW" are of type "factor".
I will work on creating some "fake data". However, since I don't have
SAS v6.12 anymore, I can't provide the so-called "correct results".
As for the R hang, your wording is correct: "R gets caught in a
processing loop that produces no errors or warnings", even after 15
minutes on an 8-core Mac Pro. As I recall, the SAS code produced an
answer in 15 seconds or less on a single core Mac II back in 1999.
Thanks again!
--Dennis
On 8/11/17 9:27 AM, Robert Baer wrote:
>
>
> On 8/10/2017 8:34 AM, Dennis F. Kahlbaum wrote:
>> -- snip --
> I don't have real help, but I'll remind you that R is case sensitive,
> and it looks like that will be at least one problem in the solution
> your are working on below:
> lme not LME
> data not DATA
> random = RANDOM
>> ------------------------------------------------------------------
>>
>> The R code I've devised for the PROC MIXED statement is shown below:
>>
>> ------------------------------------------------------------------
>> FitTHC <- LME(ln_thc ~ rv + t5 + t9 + ar + ol + ox + su + bz,
>> DATA = emiss,
>> RANDOM = ??????? )
>> ------------------------------------------------------------------
>>
>> As indicated, the problem I'm having is in constructing the
>> equivalent code for the RANDOM and any remaining settings. I've tried
>>
>> RANDOM = ~1 + rv + t5 + t9 + ar + ol + ox + su + bz | new)
>>
>> but R hangs
> Are the items in your random formula columns in a dataframe named
> emiss? Do they have data types? Even if the data are proprietary
> some fake data can make the problem more concrete.
> You are saying "gets caught in a processing loop that produces no
> errors or warnings"???
>
>> and never produces a result. Therefore, what is the equivalent code
>> for the SAS RANDOM?
>>
>> Thanks!
>>
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>> and provide commented, minimal, self-contained, reproducible code.
>
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