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merlin
View on CRAN: Click
here
Download and install merlin package within the R console
Install from CRAN:
install.packages("merlin")
Install from Github:
library("remotes")
install_github("cran/merlin")
Install by package version:
library("remotes")
install_version("merlin", "0.1.0")
Attach the package and use:
library("merlin")
Maintained by
Michael Crowther
[Scholar Profile | Author Map]
[Scholar Profile | Author Map]
All associated links for this package
First Published: 2018-08-16
Latest Update: 2020-06-29
Description:
Fits linear, non-linear, and user-defined mixed effects regression models following
the framework developed by Crowther (2017) . 'merlin' can fit multivariate
outcome models of any type, each of which could be repeatedly measured (longitudinal), with
any number of levels, and with any number of random effects at each level. Standard
distributions/models available include the Bernoulli, Gaussian, Poisson, beta,
negative-binomial, and time-to-event/survival models include the exponential,
Gompertz, Royston-Parmar, Weibull and general hazard model. 'merlin' provides a
flexible predictor syntax, allowing the user to define variables, random effects,
spline and fractional polynomial functions, functions of
other outcome models, and any interaction between each of them. Non-linear and
time-dependent effects are seamlessly incorporated into the predictor. 'merlin'
allows multivariate normal random effects, which are integrated out using Gaussian
quadrature or Monte-Carlo integration. Note, 'merlin' is based on the 'Stata' package
of the same name, described in Crowther (2018) .
How to cite:
Michael Crowther (2018). merlin: Mixed Effects Regression for Linear, Non-Linear and User-Defined Models. R package version 0.1.0, https://cran.r-project.org/web/packages/merlin. Accessed 21 Nov. 2024.
Other packages that cited merlin R package
View merlin citation profile
Other R packages that merlin depends,
imports, suggests or enhances
Complete documentation for merlin
Functions, R codes and Examples using
the merlin R package
Some associated functions: coef.merlin . coef.mlrcs . coef.mlsurv . heart.valve . logLik.merlin . logLik.mlrcs . logLik.mlsurv . merlin . merlin_util_ap . merlin_util_ap_mod . merlin_util_depvar . merlin_util_ev . merlin_util_ev_deriv . merlin_util_ev_deriv2 . merlin_util_ev_deriv2_mod . merlin_util_ev_deriv_mod . merlin_util_ev_integ . merlin_util_ev_integ_mod . merlin_util_ev_mod . merlin_util_timevar . merlin_util_xzb . merlin_util_xzb_deriv . merlin_util_xzb_deriv2 . merlin_util_xzb_deriv2_mod . merlin_util_xzb_deriv_mod . merlin_util_xzb_integ . merlin_util_xzb_integ_mod . merlin_util_xzb_mod . mlrcs . mlsurv . pbc . predict.merlin . print.merlin . print.mlrcs . print.mlsurv . sim3 . summary.merlin . summary.mlrcs . summary.mlsurv . vcov.merlin . vcov.mlrcs . vcov.mlsurv .
Some associated R codes: data.R . merlin.R . merlin_cp_functions.R . merlin_error_check.R . merlin_functions.R . merlin_gf.R . merlin_initial_values.R . merlin_logl.R . merlin_p_exp.R . merlin_p_gompertz.R . merlin_p_logh.R . merlin_p_rp.R . merlin_p_weibull.R . merlin_predict.R . merlin_setup.R . merlin_setup_functions.R . merlin_surv.R . merlin_utils.R . merlin_xb.R . mlrcs.R . mlsurv.R . Full merlin package functions and examples
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