[R-sig-ME] Mixed model parameterization

Manuel Spínola m@p|no|@10 @end|ng |rom gm@||@com
Mon May 20 15:54:06 CEST 2019


Thank you very much Thierry.

I just only want to accomodate the nested repeated measure of my sampling.

I measure the index at the same plot, several times in an hour, several
days and during several month.

3 "habitats", within each habitat 12 plots, and on each plot I measured the
index several times, within hours, several days and several months.

I am not interested in the evolution of the index in time, just to account
for the repeated measure of my design (I measured the index hundreds of
time on each plot).

Maybe I don't need to worry about hour, day and month?

Manuel

El lun., 20 may. 2019 a las 2:00, Thierry Onkelinx (<
thierry.onkelinx using inbo.be>) escribió:

> Dear Manuel,
>
> You'll need to think about the structure of your random effects. Your
> current random effect structure is (1|plot) + (1|plot:hour) +
> (1|plot:hour:day) + (1|plot:hour:day:month). Which might not be what you
> had in mind.
>
> Best regards,
>
> ir. Thierry Onkelinx
> Statisticus / Statistician
>
> Vlaamse Overheid / Government of Flanders
> INSTITUUT VOOR NATUUR- EN BOSONDERZOEK / RESEARCH INSTITUTE FOR NATURE AND
> FOREST
> Team Biometrie & Kwaliteitszorg / Team Biometrics & Quality Assurance
> thierry.onkelinx using inbo.be
> Havenlaan 88 bus 73, 1000 Brussel
> www.inbo.be
>
>
> ///////////////////////////////////////////////////////////////////////////////////////////
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> than asking him to perform a post-mortem examination: he may be able to say
> what the experiment died of. ~ Sir Ronald Aylmer Fisher
> The plural of anecdote is not data. ~ Roger Brinner
> The combination of some data and an aching desire for an answer does not
> ensure that a reasonable answer can be extracted from a given body of data.
> ~ John Tukey
>
> ///////////////////////////////////////////////////////////////////////////////////////////
>
> <https://www.inbo.be>
>
>
> Op za 18 mei 2019 om 01:56 schreef Manuel Spínola <mspinola10 using gmail.com>:
>
>> Dear list members,
>>
>> I am measuring an index in plots, in different hours, different days, and
>> different months in 3 different "habitats".
>>
>> 12 plots by "habitats".
>>
>> I would like to estimate the mean index in the 3 environments.
>>
>> Is this model appropriate to achieve my goal?
>>
>> model <- lmer(index ~  habitat + (1 | plot/hour/day/month), data = mydata,
>> REML = FALSE)
>>
>> Best,
>>
>> Manuel
>>
>> --
>> *Manuel Spínola, Ph.D.*
>> Instituto Internacional en Conservación y Manejo de Vida Silvestre
>> Universidad Nacional
>> Apartado 1350-3000
>> Heredia
>> COSTA RICA
>> mspinola using una.cr <mspinola using una.ac.cr>
>> mspinola10 using gmail.com
>> Teléfono: (506) 8706 - 4662
>> Personal website: Lobito de río <
>> https://sites.google.com/site/lobitoderio/>
>> Institutional website: ICOMVIS <http://www.icomvis.una.ac.cr/>
>>
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>>
>> _______________________________________________
>> R-sig-mixed-models using r-project.org mailing list
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>>
>

-- 
*Manuel Spínola, Ph.D.*
Instituto Internacional en Conservación y Manejo de Vida Silvestre
Universidad Nacional
Apartado 1350-3000
Heredia
COSTA RICA
mspinola using una.cr <mspinola using una.ac.cr>
mspinola10 using gmail.com
Teléfono: (506) 8706 - 4662
Personal website: Lobito de río <https://sites.google.com/site/lobitoderio/>
Institutional website: ICOMVIS <http://www.icomvis.una.ac.cr/>

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