# Continuous Time Structural Equation Modelling

## Documentation for package ‘ctsem’ version 2.9.0

- DESCRIPTION file.
- User guides, package vignettes and other documentation.
- Package NEWS.

## Help Pages

ctsem-package | ctsem
AnomAuth | AnomAuth
ctCheckFit | Check absolute fit of ctFit or ctStanFit object.
ctCI | ctCI Computes confidence intervals on specified parameters / matrices for already fitted ctsem fit object.
ctCollapse | ctCollapse Easily collapse an array margin using a specified function.
ctCompareExpected | ctCompareExpected Compares model implied to observed means and covariances for panel data fit with ctsem.
ctDeintervalise | ctDeintervalise
ctDensity | ctDensity
ctDiscretePars | ctDiscretePars
ctDiscretiseData | Discretise long format continuous time (ctsem) data to specific timestep.
ctExample1 | ctExample1
ctExample1TIpred | ctExample1TIpred
ctExample2 | ctExample2
ctExample2level | ctExample2level
ctExample3 | ctExample3
ctExample4 | ctExample4
ctFit | Fit a ctsem object
ctGenerate | ctGenerate
ctGenerateFromFit | Generates data according to the model estimated in a ctsemFit object.#'
ctIndplot | ctIndplot
ctIntervalise | Converts absolute times to intervals for wide format ctsem panel data
ctKalman | ctKalman
ctKalmanPlot | ctKalmanPlot
ctLongToWide | ctLongToWide Restructures time series / panel data from long format to wide format for ctsem analysis
ctModel | Define a ctsem model
ctModelFromFit | Extract a ctsem model structure with parameter values from a ctsem fit object.
ctMultigroupFit | Fits a multiple group continuous time model.
ctPlot | ctPlot
ctPlotArray | Plots three dimensional y values for quantile plots
ctPoly | Plots uncertainty bands with shading
ctPostPredict | Posterior predictive type check for ctsemFit.
ctRefineTo | ctRefineTo
ctsem | ctsem
ctStanContinuousPars | ctStanContinuousPars
ctStanDiscretePars | ctStanDiscretePars
ctStanDiscreteParsPlot | ctStanDiscreteParsPlot
ctStanFit | ctStanFit
ctStanGenerateData | Add a $generated object to ctstanfit object, with random data generated from posterior of ctstanfit object
ctStanKalman | Get Kalman filter estimates from a ctStanFit object
ctStanModel | Convert a frequentist (omx) ctsem model specification to Bayesian (Stan).
ctStanParMatrices | Returns population system matrices from a ctStanFit object, and vector of values for free parameters.
ctStanParnames | ctStanParnames
ctStanPlot | plot.ctStanFit
ctStanPlotPost | ctStanPlotPost
ctStanPostPredict | Compares model implied density and values to observed, for a ctStanFit object.
ctstantestdat | ctstantestdat
ctstantestfit | ctstantestfit
ctStanTIpredeffects | Get time independent predictor effect estimates
ctStanTIpredMarginal | Plot marginal relationships between covariates and parameters for a ctStanFit object.
ctStanUpdModel | Update an already compiled and fit ctStanFit object
ctWideNames | ctWideNames sets default column names for wide ctsem datasets. Primarily intended for internal ctsem usage.
ctWideToLong | ctWideToLong Convert ctsem wide to long format
datastructure | datastructure
extract | Extract samples from a ctStanFit object
inv_logit | Inverse logit
isdiag | Diagnostics for ctsem importance sampling
Kalman | Kalman
longexample | longexample
msquare | Right multiply a matrix by its transpose.
optimstan | Optimize / importance sample a stan or ctStan model.
Oscillating | Oscillating
plot.ctsemFit | Plotting function for object class ctsemFit
plot.ctsemFitMeasure | Misspecification plot using ctCheckFit output
plot.ctsemMultigroupFit | Plot function for ctsemMultigroupFit object
plot.ctStanFit | plot.ctStanFit
plot.ctStanModel | Prior plotting
sdpcor2cov | sdcor2cov
stanWplot | Runs stan, and plots sampling information while sampling.
stan_checkdivergences | Analyse divergences in a stanfit object
stan_confidenceRegion | Extract functions of multiple variables from a stanfit object
stan_postcalc | Compute functions of matrices from samples of a stanfit object
stan_unconstrainsamples | Convert samples from a stanfit object to the unconstrained scale
summary.ctsemFit | Summary function for ctsemFit object
summary.ctsemMultigroupFit | Summary function for ctsemMultigroupFit object
summary.ctStanFit | summary.ctStanFit