A B C D E F G H J K L M N O P Q R S T U V W X misc

astsa-package | Applied Statistical Time Series Analysis (more than just data) |

acf1 | Plot and print ACF or PACF of a time series |

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

acfm | ACF and CCF for Multiple Time Series |

ar.mcmc | Fit Bayesian AR Model |

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 | Applied Statistical Time Series Analysis (more than just data) |

astsa.col | astsa color palette with transparency |

autoParm | autoParm - Structural Break Estimation Using AR Models |

autoSpec | autoSpec - Changepoint Detection of Narrowband Frequency Changes |

bart | Bartlett Kernel |

BCJ | Daily Returns of Three Banks |

beamd | Infrasonic Signal from a Nuclear Explosion |

birth | U.S. Monthly Live Births |

blood | Daily Blood Work with Missing Values |

bnrf1ebv | Nucleotide sequence - BNRF1 Epstein-Barr |

bnrf1hvs | Nucleotide sequence - BNRF1 of Herpesvirus saimiri |

cardox | Monthly Carbon Dioxide Levels at Mauna Loa |

ccf2 | Cross Correlation |

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 |

detrend | Detrend a Time Series |

djia | Dow Jones Industrial Average |

dna2vector | Convert DNA Sequence to Indicator Vectors |

EBV | Entire Epstein-Barr Virus (EBV) Nucleotide Sequence |

econ5 | Five Quarterly Economic Series |

EM | EM Algorithm for State Space Models |

ENSO | El Nino - Southern Oscillation |

EQ5 | Seismic Trace of Earthquake number 5 |

EQcount | EQ Counts |

eqexp | Earthquake and Explosion Seismic Series |

ESS | Effective Sample Size (ESS) |

EXP6 | Seismic Trace of Explosion number 6 |

FDR | Basic False Discovery Rate |

ffbs | Forward Filtering Backward Sampling |

flu | Monthly pneumonia and influenza deaths in the U.S., 1968 to 1978. |

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 to 2015 |

globtempl | Global mean land (only) temperature deviations to 2015 |

gnp | Quarterly U.S. GNP |

Grid | A Better Add Grid to a Plot |

gtemp | Global mean land-ocean temperature deviations |

gtemp2 | Global Mean Surface Air Temperature Deviations |

gtemp_land | Global mean land temperature deviations - updated to 2021 |

gtemp_ocean | Global mean ocean temperature deviations - updated to 2021 |

Hare | Snowshoe Hare |

HCT | Hematocrit Levels |

hor | Hawaiian occupancy rates |

jj | Johnson and Johnson Quarterly Earnings Per Share |

Kfilter | Quick Kalman Filter |

Ksmooth | Quick Kalman Smoother |

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 |

matrixpwr | Powers of a Square Matrix |

Months | Month Labels |

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 |

polio | Poliomyelitis cases in US |

polyMul | Multiplication of Two Polynomials |

prodn | Monthly Federal Reserve Board Production Index |

qinfl | Quarterly Inflation |

qintr | Quarterly Interest Rate |

rec | Recruitment (number of new fish index) |

sales | Sales |

salmon | Monthly export price of salmon |

salt | Salt Profiles |

saltemp | Temperature Profiles |

sarima | Fit ARIMA Models |

sarima.for | ARIMA Forecasting |

sarima.sim | ARIMA Simulation |

scatter.hist | Scatterplot with Marginal Histograms |

SigExtract | Signal Extraction And Optimal Filtering |

sleep1 | Sleep State and Movement Data - Group 1 |

sleep2 | Sleep State and Movement Data - Group 2 |

so2 | SO2 levels from the LA pollution study |

soi | Southern Oscillation Index |

soiltemp | Spatial Grid of Surface Soil Temperatures |

sp500.gr | Returns of the S&P 500 |

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

spec.ic | Estimate Spectral Density of a Time Series from AR Fit |

specenv | Spectral Envelope |

speech | Speech Recording |

ssm | State Space Model |

star | Variable Star |

stoch.reg | Frequency Domain Stochastic Regression |

sunspotz | Biannual Sunspot Numbers |

SV.mcmc | Fit Bayesian Stochastic Volatility Model |

SVfilter | Switching Filter (for Stochastic Volatility Models) |

tempr | Temperatures from the LA pollution study |

test.linear | Test Linearity of a Time Series via Normalized Bispectrum |

trend | Estimate Trend |

tsplot | Time Series Plot |

unemp | U.S. Unemployment |

UnempRate | U.S. Unemployment Rate |

varve | Annual Varve Series |

WBC | White Blood Cell Levels |

xA_readme | Scripts marked with an 'x' are scheduled to be phased out |

xEM0 | EM Algorithm for Time Invariant State Space Models - This script has been superseded by 'EM'. |

xEM1 | EM Algorithm for General State Space Models - This script has been superseded by 'EM'. |

xKfilter0 | Kalman Filter - This script has been superseded by 'Kfilter' |

xKfilter1 | Kalman Filter - This script has been superseded by 'Kfilter'. |

xKfilter2 | Kalman Filter - This script has been superseded by 'Kfilter'. |

xKsmooth0 | Kalman Filter and Smoother - This script has been superseded by 'Ksmooth' |

xKsmooth1 | Kalman Filter and Smoother - This script has been superseded by 'Ksmooth' |

xKsmooth2 | Kalman Filter and Smoother - This script has been superseded by 'Ksmooth' |

%^% | Powers of a Square Matrix |