MARSS-package | Multivariate Autoregressive State-Space Model Estimation |
augment.marssMLE | Return the model and state fitted values, residuals, and residual sigma |
autoplot.marssMLE | Plot MARSS MLE objects |
coef.marssMLE | Coefficient function for MARSS MLE objects |
CSEGriskfigure | Plot Extinction Risk Metrics |
CSEGtmufigure | Plot Forecast Uncertainty |
datasets | Example Data Sets |
fitted.marssMLE | fitted function for MARSS MLE objects |
glance.marssMLE | Return brief summary information on a MARSS fit |
graywhales | Population Data Sets |
grouse | Population Data Sets |
harborSeal | Harbor Seal Population Count Data (Log counts) |
harborSealWA | Harbor Seal Population Count Data (Log counts) |
is.marssMLE | Tests marssMLE object for completeness |
isleRoyal | Isle Royale Wolf and Moose Data |
ivesDataByWeek | Plankton Data Sets |
ivesDataLP | Plankton Data Sets |
kestrel | Population Data Sets |
lakeWAplankton | Plankton Data Sets |
lakeWAplanktonRaw | Plankton Data Sets |
lakeWAplanktonTrans | Plankton Data Sets |
loggerhead | Loggerhead Turtle Tracking Data |
loggerheadNoisy | Loggerhead Turtle Tracking Data |
logLik | logLik method for MARSS MLE objects |
logLik.marssMLE | logLik method for MARSS MLE objects |
MARSS | Fit a MARSS Model via Maximum-Likelihood Estimation |
MARSS.marss | Multivariate AR-1 State-space Model |
MARSS.marxss | Multivariate AR-1 State-space Model with Inputs |
MARSS.vectorized | Vectorized Multivariate AR-1 State-space Model |
MARSSaic | AIC for MARSS Models |
MARSSboot | Bootstrap MARSS Parameter Estimates |
MARSSFisherI | Observed Fisher Information Matrix at the MLE |
MARSSharveyobsFI | Hessian Matrix via the Harvey (1989) Recursion |
MARSShatyt | Compute Expected Value of Y, YY, and YX |
MARSShessian | Parameter Variance-Covariance Matrix from the Hessian Matrix |
MARSShessian.numerical | Hessian Matrix via Numerical Approximation |
MARSSinfo | MARSS Error Messages and Warnings |
MARSSinits | Initial Values for MLE |
MARSSinnovationsboot | Bootstrapped Data using Stoffer and Wall's Algorithm |
MARSSkem | EM Algorithm function for MARSS models |
MARSSkf | Kalman Filtering and Smoothing |
MARSSkfas | Kalman Filtering and Smoothing |
MARSSkfss | Kalman Filtering and Smoothing |
marssMLE | Class "marssMLE" |
marssMODEL | Class "marssMODEL" |
MARSSoptim | Parameter estimation for MARSS models using optim |
MARSSparamCIs | Standard Errors, Confidence Intervals and Bias for MARSS Parameters |
MARSSresiduals.tT | MARSS Smoothed Residuals |
MARSSresiduals.tt1 | MARSS One-Step-Ahead Residuals |
MARSSsimulate | Simulate Data from a MARSS Model |
okanaganRedds | Population Data Sets |
plankton | Plankton Data Sets |
plot.marssMLE | Plot MARSS MLE objects |
population-count-data | Population Data Sets |
prairiechicken | Population Data Sets |
print.marssMLE | Printing functions for MARSS MLE objects |
print.marssMODEL | Printing marssMODEL Objects |
redstart | Population Data Sets |
residuals.marssMLE | MARSS Residuals |
rockfish | Population Data Sets |
SalmonSurvCUI | Salmon Survial Indices |
simulate.marssMLE | Simulate Data from a MARSS Model |
summary.marssMODEL | Printing marssMODEL Objects |
tidy.marssMLE | Return estimated parameters, expected value of X(t) and Y(t) with summary information |
toLatex.marssMLE | Create a LaTeX Version of the Model |
toLatex.marssMODEL | Create a LaTeX Version of the Model |
wilddogs | Population Data Sets |
zscore | z-score a vector or matrix |