時系列解析パッケージ ts の中身一覧
項目 | 別名 | キーワード | 説明 |
ARMAacf | ts | Compute Theoretical ACF for an ARMA Process | |
ARMAtoMA | ts | Convert ARMA Process to Infinite MA Process | |
AirPassengers | datasets | Monthly Airline Passenger Numbers 1949-1960 | |
BJsales | BJsales.lead | datasets | Sales Data with Leading Indicator |
EuStockMarkets | datasets | Daily Closing Prices of Major European Stock Indices, 1991-1998 | |
HoltWinters | Holt-Winters Filtering | ||
JohnsonJohnson | datasets | Quarterly Earnings per Johnson & Johnson Share | |
KalmanLike | KalmanRun KalmanSmooth KalmanForecast makeARIMA | ts | Kalman Filtering |
LakeHuron | datasets | Level of Lake Huron 1875-1972 | |
Nile | datasets | Flow of the River Nile | |
StructTS | print.StructTS predict.StructTS | ts | Fit Structural Time Series |
UKDriverDeaths | Seatbelts | datasets | Road Casualties in Great Britain 1969-84 |
UKLungDeaths | ldeaths fdeaths mdeaths | datasets | Monthly Deaths from Lung Diseases in the UK |
UKgas | datasets | UK Quarterly Gas Consumption | |
USAccDeaths | datasets | Accidental Deaths in the US 1973-1978 | |
WWWusage | datasets | Internet Usage per Minute | |
acf | ccf pacf pacf.default pacf.ts pacf.mts | ts | Auto- and Cross- Covariance and-Correlation Function Estimation |
acf2AR | ts | Compute an AR Process Exactly Fitting an ACF | |
ar | ar.burg ar.burg.default ar.burg.mts ar.yw ar.yw.default ar.yw.mts ar.mle print.ar predict.ar | ts | Fit Autoregressive Models to Time Series |
ar.ols | ts | Fit Autoregressive Models to Time Series by OLS | |
arima | ts | ARIMA Modelling of Time Series | |
arima.sim | ts | Simulate from an ARIMA Model | |
arima0 | print.arima0 predict.arima0 | ts | ARIMA Modelling of Time Series -- Preliminary Version |
austres | datasets | Quarterly Time Series of the Number of Australian Residents | |
beavers | beaver1 beaver2 | datasets | Body Temperature Series of Two Beavers |
Box.test | ts | Box-Pierce and Ljung-Box Tests | |
cpgram | ts hplot | Plot Cumulative Periodogram | |
decompose | plot.decomposed.ts | ts | Classical Seasonal Decomposition by Moving Averages |
diffinv | diffinv.default diffinv.ts diffinv.vector | ts | Discrete Integration: Inverse of Differencing |
embed | ts | Embedding a Time Series | |
filter | ts | Linear Filtering on a Time Series | |
kernapply | kernapply.default kernapply.ts kernapply.tskernel kernapply.vector | ts | Apply Smoothing Kernel |
kernel | bandwidth.kernel df.kernel is.tskernel | ts | Smoothing Kernel Objects |
lag | lag l | ts | Lag a Time Series |
lag.plot | hplot ts | Time Series Lag Plots | |
lh | datasets | Luteinizing Hormone in Blood Samples | |
lynx | datasets | Annual Canadian Lynx trappings 1821-1934 | |
monthplot | monthplot.default monthplot.ts monthplot.stl monthplot.StructTS | hplot ts | Plot a Seasonal or other Subseries |
na.contiguous | ts | Find Longest Contiguous Stretch of non-NAs | |
nottem | datasets | Average Monthly Temperatures at Nottingham, 1920-1939 | |
plot.HoltWinters | ts | Plot function for HoltWinters objects | |
plot.acf | hplot ts | Plot Autocovariance and Autocorrelation Functions | |
plot.spec | plot.spec.coherency plot.spec.phase | hplot ts | Plotting Spectral Densities |
PP.test | ts | Phillips-Perron Test for Unit Roots | |
predict.Holt | ts | prediction function for fitted Holt-Winters models | |
predict.Arima | ts | Forecast from ARIMA fits | |
spec.ar | ts | Estimate Spectral Density of a Time Series from AR Fit | |
spec.pgram | ts | Estimate Spectral Density of a Time Series by a Smoothed Periodogram | |
spec.taper | ts | Taper a Time Series by a Cosine Bell | |
spectrum | spec | ts | Spectral Density Estimation |
stl | ts | Seasonal Decomposition of Time Series by Loess | |
stlmethods | ts | Methods for STL Objects | |
sunspot | sunspot.month sunspot.year | datasets | Yearly Sunspot Data, 1700-1988, and Monthly Sunspot Data, 1749-1997 |
toeplitz | ts | Form Symmetric Toeplitz Matrix | |
treering | datasets | Yearly Treering Data, -6000-1979 | |
ts-defunct | arima0.diag | ts internal | Defunct functions in Package ts |
ts.plot | ts | Plot Multiple Time Series | |
ts.union | ts.intersect | ts | Bind Two or More Time Series |
tsSmooth | tsSmooth.StructTS | ts | Use Fixed-Interval Smoothing on Time Series |
tsdiag | tsdiag.arima0 tsdiag.Arima tsdiag.StructTS | ts | Diagnostic Plots for Time-Series Fits |