Simulate Data from State Space Models


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Documentation for package ‘simStateSpace’ version 1.1.0

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as.data.frame.simstatespace Coerce an Object of Class 'simstatespace' to a Data Frame
as.matrix.simstatespace Coerce an Object of Class 'simstatespace' to a Matrix
OU2SSM Convert Parameters from the Ornstein–Uhlenbeck Model to State Space Model Parameterization
plot.simstatespace Plot Method for an Object of Class 'simstatespace'
print.simstatespace Print Method for an Object of Class 'simstatespace'
SimSSM Simulate Data from a State Space Model (n = 1)
SimSSMFixed Simulate Data using a State Space Model Parameterization for n > 1 Individuals (Fixed Parameters)
SimSSMIVary Simulate Data using a State Space Model Parameterization for n > 1 Individuals (Individual-Varying Parameters)
SimSSMLinGrowth Simulate Data from a Linear Growth Curve Model
SimSSMLinGrowthIVary Simulate Data from a Linear Growth Curve Model (Individual-Varying Parameters)
SimSSMOU Simulate Data from the Ornstein–Uhlenbeck Model using a State Space Model Parameterization (n = 1)
SimSSMOUFixed Simulate Data from an Ornstein–Uhlenbeck Model using a State Space Model Parameterization for n > 1 Individuals (Fixed Parameters)
SimSSMOUIVary Simulate Data from an Ornstein–Uhlenbeck Model using a State Space Model Parameterization for n > 1 Individuals (Individual-Varying Parameters)
SimSSMVAR Simulate Data from the Vector Autoregressive Model using a State Space Model Parameterization (n = 1)
SimSSMVARFixed Simulate Data from a Vector Autoregressive Model using a State Space Model Parameterization for n > 1 Individuals (Fixed Parameters)
SimSSMVARIVary Simulate Data from a Vector Autoregressive Model using a State Space Model Parameterization for n > 1 Individuals (Individual-Varying Parameters)