ARMAtoAR                Convert ARMA Process to Infinite AR Process
BCJ                     Daily Returns of Three Banks
EBV                     Entire Epstein-Barr Virus (EBV) Nucleotide
                        Sequence
EM                      EM Algorithm for State Space Models
ENSO                    El Nino - Southern Oscillation Index
EQ5                     Seismic Trace of Earthquake number 5
EQcount                 EQ Counts
ESS                     Effective Sample Size (ESS)
EXP6                    Seismic Trace of Explosion number 6
FDR                     Basic False Discovery Rate
GDP                     Quarterly U.S. GDP - updated to 2023
GNP                     Quarterly U.S. GNP - updated to 2023
Grid                    A Better Add Grid to a Plot
HCT                     Hematocrit Levels
Hare                    Snowshoe Hare
Kfilter                 Quick Kalman Filter
Ksmooth                 Quick Kalman Smoother
LagReg                  Lagged Regression
Lynx                    Canadian Lynx
MEI                     Multivariate El Nino/Southern Oscillation Index
                        (version 1)
Months                  Month Labels
PLT                     Platelet Levels
SV.mcmc                 Fit Bayesian Stochastic Volatility Model
SV.mle                  Stochastic Volatility Model with Feedback via
                        MLE
SigExtract              Signal Extraction And Optimal Filtering
USpop                   U.S. Population - 1900 to 2010
UnempRate               U.S. Unemployment Rate
WBC                     White Blood Cell Levels
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.boot                 Bootstrap Distribution of AR Model Parameters
ar.mcmc                 Fit Bayesian AR Model
ar1miss                 AR with Missing Values
arf                     Simulated ARFIMA
arma.spec               Spectral Density of an ARMA Model
astsa-package           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
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
econ5                   Five Quarterly Economic Series
eqexp                   Earthquake and Explosion Seismic Series
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
gnp                     Quarterly U.S. GNP
gtemp_both              Global mean land and open ocean temperature
                        deviations, 1850-2023
gtemp_land              Global mean land temperature deviations,
                        1850-2023
gtemp_ocean             Global mean ocean temperature deviations,
                        1850-2023
hor                     Hawaiian occupancy rates
jj                      Johnson and Johnson Quarterly Earnings Per
                        Share
lag1.plot               Lag Plot - one time series
lag2.plot               Lag Plot - two time series
lap                     LA Pollution-Mortality Study
lead                    Leading Indicator
matrixpwr               Powers of a Square Matrix
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
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
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
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
varve                   Annual Varve Series
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'
xSVfilter               Switching Filter (for Stochastic Volatility
                        Models) - This script is now part of 'SV.mle'
xglobtemp               Superseded by 'gtemp_both' - Global mean
                        land-ocean temperature deviations.
xglobtempl              Superseded by 'gtemp_land' - Global mean land
                        temperature deviations.
xgtemp                  Superseded by 'gtemp_both' - Global mean
                        land-ocean temperature deviations.
xgtemp2                 Superseded by 'gtemp_land' - Global Mean
                        Surface Air Temperature Deviations
