stpm
(Package: stpm) :
Stochastic Process Model for Analysis of Longitudinal and Time-to-Event Outcomes
Utilities to estimate parameters of the models with survival functions induced by stochastic covariates. Miscellaneous functions for data preparation and simulation are also provided. For more information, see: "Stochastic model for analysis of longitudinal data on aging and mortality" by Yashin A. et al, 2007, Mathematical Biosciences, 208(2), 538-551 <DOI:10.1016/j.mbs.2006.11.006>.
● Data Source:
CranContrib
● Keywords: Stochastic, allostatic, hazard, load,, model,, process, quadratic
● Alias: stpm, stpm-package
●
0 images
|
prepare_data
(Package: stpm) :
Data pre-processing for analysis with stochastic process model methodology.
Data pre-processing for analysis with stochastic process model methodology.
● Data Source:
CranContrib
● Keywords:
● Alias: prepare_data
●
0 images
|
trim.trailing
(Package: stpm) :
Returns string w/o trailing whitespace
Returns string w/o trailing whitespace
● Data Source:
CranContrib
● Keywords:
● Alias: trim.trailing
●
0 images
|
prepare_data_discr
(Package: stpm) :
Prepares discrete-time dataset.
Prepares discrete-time dataset.
● Data Source:
CranContrib
● Keywords:
● Alias: prepare_data_discr
●
0 images
|
simdata_discr
(Package: stpm) :
Multi-dimension simulation function
Multi-dimension simulation function
● Data Source:
CranContrib
● Keywords:
● Alias: simdata_discr
●
0 images
|
longdat
(Package: stpm) :
This is the longitudinal dataset.
This is the longitudinal dataset.
● Data Source:
CranContrib
● Keywords: data
● Alias: longdat
●
0 images
|
spm_projection
(Package: stpm) :
A data projection with previously estimated or user-defined parameters.
A data projection with previously estimated or user-defined parameters. Projections are constructed for a cohort with fixed or normally distributed initial covariates.
● Data Source:
CranContrib
● Keywords:
● Alias: spm_projection
●
0 images
|
prepare_data_cont
(Package: stpm) :
Prepares continuouts-time dataset.
Prepares continuouts-time dataset.
● Data Source:
CranContrib
● Keywords:
● Alias: prepare_data_cont
●
0 images
|
simdata_time_dep
(Package: stpm) :
Simulation function for continuous trait with time-dependant coefficients.
Simulation function for continuous trait with time-dependant coefficients.
● Data Source:
CranContrib
● Keywords:
● Alias: simdata_time_dep
●
0 images
|
spm
(Package: stpm) :
A central function that estimates Stochastic Process Model parameters a from given dataset.
A central function that estimates Stochastic Process Model parameters a from given dataset.
● Data Source:
CranContrib
● Keywords:
● Alias: spm
●
0 images
|