Questions tagged [distributed-lag]
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How to obtain standard error of cumulative effect of binary variable in distributed lag model?
In distributed lag non-linear model, the author used meta-anlysis to get the summarized statistic of cumulative effect.
However, it can only to apply numeric function. If I fit the binary variable ...
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Is it possible to estimate the cumulative effect without using distributed lag model?
I am fitting the temperature and mortality data by using conditional Poisson regression. The following formula and data are used:
https://bmcmedresmethodol.biomedcentral.com/articles/10.1186/1471-2288-...
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In subgroup analysis, some coefficients of predictors are insignificant, if full analysis is preformed, the coefficients of predictors are significant
I have a set of data including information of age groups, education level, and meteorological data from 2000 to 2006.
The dataset was spilt by age groups(65-74,75-84,85+),education level(university or ...
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DLNM: centering of continuous variables
DLNM centers the basis variables at the mean of the continuous variables. The value at which the variable is centered becomes the reference. How do I change the centered/reference value? As per the ...
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overall (allfit) and incremental cumulative association (cumfit) - R Package 'dlnm'
I am conducting research on the impact of between radiation dose and incidence of cancer in radiation epidemiology. To further explore this topic, I would like to utilize distributed lag non-linear ...
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How many lags to include? (Temperature data set)
I have a time series of daily temperature with autocorrelation that looks like this:
Of course, temperature is heavily autocorrelated. When looking at the partial autocorrelation plot, lags are ...
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how to get relative risk from a GAM with a distributed lag model
I would like to obtain a relative risk/ risk ratio from a GAM
with a distributed lag model. I have a GAM (implemented in mgcv in R) predicting daily deaths from time series data consisting of daily ...
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Why the series to the power of two differs from the expanded AR(2) equation?
I am trying to rewrite the series $\tilde{R}_{t}=\beta_{2}\left(\sum_{s=0}^{\infty}\frac{U_{t-s}}{\phi^{s+1}}\right)^{2}$ as an $AR(2)$ using lag operators $L$. I expand the series, define $\alpha=\...
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GAM interactions to predict deaths (with measurement error) from weather with distributed lag
I am trying to model the effect of heat (in particular of its constituent components air temperature, humidity, solar radiation and wind speed) on daily number of deaths using a generalized additive ...
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Interpretation of lag-response curve
Here Dr. Gasparrini presents a lag-response curve for the IRR of acute myocardial infarction following flu episode compared to those not experiencing a flu episode.
https://youtu.be/EiDxtgTvlak?t=3229
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