Applied Statistical Time Series Analysis

acf1 | Plot and print ACF of a time series |

acf2 | Plot and print ACF and PACF of a time series |

ar1miss | AR with Missing Values |

arf | Simulated ARFIMA |

arma.spec | Spectral Density of an ARMA Model |

ARMAtoAR | Convert ARMA Process to Infinite AR Process |

astsa-package | Applied Statistical Time Series Analysis |

beamd | Infrasonic Signal from a Nuclear Explosion |

birth | U.S. Monthly Live Births |

blood | Daily Blood Work |

bnrf1ebv | Nucleotide sequence - BNRF1 Epstein-Barr |

bnrf1hvs | Nucleotide sequence - BNRF1 of Herpesvirus saimiri |

ccf2 | Cross Correlation Plot |

chicken | Monthly price of a pound of chicken |

climhyd | Lake Shasta inflow data |

cmort | Cardiovascular Mortality from the LA Pollution study |

cpg | Hard Drive Cost per GB |

djia | Dow Jones Industrial Average |

econ5 | Five Quarterly Economic Series |

EM0 | EM Algorithm for Time Invariant State Space Models |

EM1 | EM Algorithm for General State Space Models |

EQ5 | Seismic Trace of Earthquake number 5 |

EQcount | EQ Counts |

eqexp | Earthquake and Explosion Seismic Series |

EXP6 | Seismic Trace of Explosion number 6 |

FDR | Basic False Discovery Rate |

flu | Monthly pneumonia and influenza deaths in the U.S., 1968 to... |

fmri | fMRI - complete data set |

fmri1 | fMRI Data Used in Chapter 1 |

gas | Gas Prices |

gdp | Quarterly U.S. GDP |

globtemp | Global mean land-ocean temperature deviations - updated |

globtempl | Global mean land (only) temperature deviations - updated |

gnp | Quarterly U.S. GNP |

gtemp | Global mean land-ocean temperature deviations |

gtemp2 | Global Mean Surface Air Temperature Deviations |

gtemp_land | Global mean land temperature deviations - updated to 2017 |

gtemp_ocean | Global mean ocean temperature deviations - updated to 2017 |

Hare | Snowshoe Hare |

HCT | Hematocrit Levels |

hor | Hawaiian occupancy rates |

jj | Johnson and Johnson Quarterly Earnings Per Share |

Kfilter0 | Kalman Filter - Time Invariant Model |

Kfilter1 | Kalman Filter - Model may be time varying or have inputs |

Kfilter2 | Kalman Filter - Model may be time varying or have inputs or... |

Ksmooth0 | Kalman Filter and Smoother - Time invariant model without... |

Ksmooth1 | Kalman Filter and Smoother - General model |

Ksmooth2 | Kalman Filter and Smoother - General model, may have... |

lag1.plot | Lag Plot - one time series |

lag2.plot | Lag Plot - two time series |

LagReg | Lagged Regression |

lap | LA Pollution-Mortality Study |

lead | Leading Indicator |

Lynx | Canadian Lynx |

mvspec | Univariate and Multivariate Spectral Estimation |

nyse | Returns of the New York Stock Exchange |

oil | Crude oil, WTI spot price FOB |

part | Particulate levels from the LA pollution study |

PLT | Platelet Levels |

prodn | Monthly Federal Reserve Board Production Index |

qinfl | Quarterly Inflation |

qintr | Quarterly Interest Rate |

rec | Recruitment (number of new fish) |

sales | Sales |

salmon | Monthly export price of salmon |

salt | Salt Profiles |

saltemp | Temperature Profiles |

sarima | Fit ARIMA Models |

sarima.for | ARIMA Forecasting |

SigExtract | Signal Extraction And Optimal Filtering |

so2 | SO2 levels from the LA pollution study |

soi | Southern Oscillation Index |

soiltemp | Spatial Grid of Surface Soil Temperatures |

sp500w | Weekly Growth Rate of the Standard and Poor's 500 |

speech | Speech Recording |

star | Variable Star |

stoch.reg | Frequency Domain Stochastic Regression |

sunspotz | Biannual Sunspot Numbers |

SVfilter | Switching Filter (for Stochastic Volatility Models) |

tempr | Temperatures from the LA pollution study |

tsplot | Time Series Plot |

unemp | U.S. Unemployment |

UnempRate | U.S. Unemployment Rate |

varve | Annual Varve Series |

WBC | White Blood Cell Levels |

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