Nonlinear Time Series Analysis

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Documentation for package ‘nlts’ version 1.0-2

• DESCRIPTION file.

Help Pages

add.test	Lagrange multiplier test for additivity in a timeseries
contingency.periodogram	The contingency periodogram for periodicity in categorical time series
lin.order.cls	The order of a time series using cross-validation of the linear autoregressive model (conditional least-squares).
lin.test	A Tukey one-degree-of-freedom test for linearity in time series.
ll.edm	Nonlinear forecasting of local polynomial 'empirical dynamic model'.
ll.order	Consistent nonlinear estimate of the order using local polynomial regression.
lpx	Utility function
mkx	Utility function
plodia	Time series of Meal Moth abundance
plot.contingency.periodogram	Plot contingency periodograms
plot.lin.order	Plot linear cross-validation for time-series order
plot.ll.order	Plot nonparametric cross-validation for time-series order
plot.lomb	Plot Lomb periodograms
plot.ppll	Plot function for prediction profile objects
plot.specar.ci	Plot ar-spectra with CI's
portman.Q	Ljung-Box test for whiteness in a time series.
predict.ll.order	Predict values from ll.order object.
prediction.profile.ll	Nonlinear forecasting at varying lags using local polynomial regression.
print.ll.order	Print nonparametric cross-validation for time-series order
print.ppll	Nonlinear forecasting at varying lags using local polynomial regression.
spec.lomb	The Lomb periodogram for unevenly sampled data
specar.ci	Confidence interval for the ar-spectrum and the dominant period.
summary.lin.order	Summarize linear cross-validation for time-series order
summary.ll.order	Summarize nonparametric cross-validation for time-series order
summary.lomb	Summarizes Lomb periodograms
summary.specar.ci	Summarize ar-spectra with CI's