[R] plot in generalized additive model (GAM)

David Winsemius dwinsemius at comcast.net
Wed Jul 2 08:42:41 CEST 2014


On Jul 1, 2014, at 11:33 PM, agostinodiciaula at tiscali.it wrote:

> Dear David, many thanks for your reply.
> The aim was to evaluate the relationship between daily mortality (variable "mortality") and mean daily values of PM10 levels (variable "PM10") in a specific geographic area, considering the effect of meteorological confounders (temperature, umidity).
> I used the following model (mgcv package):
> gam(mortality ~ (PM10) + (Tmax) + (umidity), data = data, family = quasipoisson)
> 
> the question is: how can I obtain a plot of log-relative risk of daily mortality vs. PM10 levels?
> regards

Still rather unclear what the problem is. I see no error message in your question. Are you asking how to assign a model to a name and then call the plot method?

mdl <- gam(mortality ~ (PM10) + (Tmax) + (umidity), data = data, family = quasipoisson)
plot(mdl)

-- 
david.
> 
> Agostino
> Il 02.07.2014 01:50 David Winsemius ha scritto:
> 
>> On Jul 1, 2014, at 12:02 AM, adc wrote:
>>> I performed the following GAM by the MGCV package:
>> I think it's actually spelled in all lower case.
>>> gam(mortality ~ (PM10) + (Tmax) + (umidity), data = data, family = quasipoisson) How can I obtain a plot of Log-relative risk of mortality vs. PM10 ? thanks
>> Shouldn't we need to know more details about the experimental setup to answer that question? And what sort of comparisons you are requesting? And about what parts of  ?mgcv::plot.gam you need further explanations to answer the question?
>>> agostino
>> snipped
>>> --
>> snipped
>>> Sent from the R help mailing list archive at Nabble.com. [[alternative HTML version deleted]]
>> snipped
>>> PLEASE do read the posting guide http://www.R-project.org/posting-guide.html and provide commented, minimal, self-contained, reproducible code.
>> David Winsemius
>> Alameda, CA, USA
>> 
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>> PLEASE do read the posting guide 
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>> and provide commented, minimal, self-contained, reproducible code.
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> 
> 
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David Winsemius
Alameda, CA, USA



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