hgmat: Calculate H and G matrix
In YuqiTian35/cpmgee: CPMs for Clustered Continuous Response Variables Based on GEE methods
hgmat R Documentation
Calculate H and G matrix
Description
See details in Parsons N., et al. "A generalized estimating
equation method for fitting autocorrelated ordinal score data with an application in
horticultural research." Journal of the Royal Statistical Society: Series C
(Applied Statistics) 55.4 (2006): 507-524.
Usage
hgmat(mod, smat, X, modtype, diffmeth, alpha, corrmod, h)
Arguments
mod
the fitted model with independence working correlation structure
smat
the matrix of correlations among elements in $Z_it$
X
the design matrix
modtype
a character string specifying the model type (CPM or GLM)
diffmeth
a character string specifying the method used for estimation of alpha
alpha
the association parameter
corrmod
the specified working correlation structure
h
a numeric value of options to control the fitting algorithm
Value
A list including the working correlation matrix, H, G, and derivatives of H and G
YuqiTian35/cpmgee documentation built on Aug. 6, 2023, 4:30 a.m.
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| hgmat | R Documentation |
Calculate H and G matrix
Description
See details in Parsons N., et al. "A generalized estimating equation method for fitting autocorrelated ordinal score data with an application in horticultural research." Journal of the Royal Statistical Society: Series C (Applied Statistics) 55.4 (2006): 507-524.
Usage
hgmat(mod, smat, X, modtype, diffmeth, alpha, corrmod, h)
Arguments
mod |
the fitted model with independence working correlation structure |
smat |
the matrix of correlations among elements in $Z_it$ |
X |
the design matrix |
modtype |
a character string specifying the model type (CPM or GLM) |
diffmeth |
a character string specifying the method used for estimation of alpha |
alpha |
the association parameter |
corrmod |
the specified working correlation structure |
h |
a numeric value of options to control the fitting algorithm |
Value
A list including the working correlation matrix, H, G, and derivatives of H and G
R Package Documentation
Browse R Packages
We want your feedback!
Note that we can't provide technical support on individual packages. You should contact the package authors for that.
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