Bayesian Estimation of Nonlinear Data (BEND)


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Documentation for package ‘BEND’ version 2.0.1

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Bayes_BPREM Bayesian Bivariate Piecewise Random Effects Model (BPREM)
Bayes_CREM Bayesian Crossed Random Effects Model (CREM)
Bayes_PREM Bayesian Piecewise Random Effects Model (PREM) + Extensions
getClassProb Extract class probabilities
getClassProb.PREM Extract class probabilities
getCoef Extract random coefficients
getCoef.BPREM Extract random coefficients
getCoef.CREM Extract random coefficients
getCoef.PREM Extract random coefficients
getFitted Extract fitted values
getFitted.BPREM Extract fitted values
getFitted.CREM Extract fitted values
getFitted.PREM Extract fitted values
getFixEf Extract fixed effects parameter estimates
getFixEf.BPREM Extract fixed effects parameter estimates
getFixEf.CREM Extract fixed effects parameter estimates
getFixEf.PREM Extract fixed effects parameter estimates
getKProb Extract changepoint probabilities
getKProb.PREM Extract changepoint probabilities
getModelFit Extract model fit
getModelFit.BPREM Extract model fit
getModelFit.CREM Extract model fit
getModelFit.PREM Extract model fit
getRanEf Extract random effects
getRanEf.BPREM Extract random effects
getRanEf.CREM Extract random effects
getVarCov Extract random effects variance-covariance matrix
getVarCov.BPREM Extract random effects variance-covariance matrix
getVarCov.CREM Extract random effects variance-covariance matrix
getVarCov.PREM Extract random effects variance-covariance matrix
plot.BPREM Plot the results of a bivariate piecewise random effects model (BPREM)
plot.CREM Plot the results of a crossed random effects model (CREM)
plot.PREM Plot the results of a piecewise random effects model (PREM)
plot_BEND Plot a BEND Model (PREM, CREM, BPREM)
print.BPREM Print the results of a bivariate piecewise random effects model (BPREM)
print.CREM Print the results of a crossed random effects model (CREM)
print.getClassProb.PREM Extract class probabilities
print.getCoef Extract random coefficients
print.getFitted Extract fitted values
print.getFixEf Extract fixed effects parameter estimates
print.getKProb.PREM Extract changepoint probabilities
print.getModelFit Extract model fit
print.getRanEf Extract random effects
print.getVarCov.BPREM Extract random effects variance-covariance matrix
print.getVarCov.CREM Extract random effects variance-covariance matrix
print.getVarCov.PREM Extract random effects variance-covariance matrix
print.PREM Print the results of a piecewise random effects model (PREM)
print.summary.BPREM Summarize the results of a bivariate piecewise random effects model (BPREM)
print.summary.CREM Summarize the results of a crossed random effects model (CREM)
print.summary.PREM Summarize the results of a piecewise random effects model (PREM)
results_bprem Fitted results for a BPREM
results_pcrem Fitted results for a PCREM
results_prem Fitted results for a PREM
SimData_BPREM Simulated data for a BPREM
SimData_PCREM Simulated data for a PCREM
SimData_PREM Simulated data for a PREM + Extensions
summary.BPREM Summarize the results of a bivariate piecewise random effects model (BPREM)
summary.CREM Summarize the results of a crossed random effects model (CREM)
summary.PREM Summarize the results of a piecewise random effects model (PREM)