diff --git a/dev/apple-touch-icon-120x120.png b/dev/apple-touch-icon-120x120.png deleted file mode 100644 index ce7ce796..00000000 Binary files a/dev/apple-touch-icon-120x120.png and /dev/null differ diff --git a/dev/apple-touch-icon-152x152.png b/dev/apple-touch-icon-152x152.png deleted file mode 100644 index 3b7bc1d5..00000000 Binary files a/dev/apple-touch-icon-152x152.png and /dev/null differ diff --git a/dev/apple-touch-icon-180x180.png b/dev/apple-touch-icon-180x180.png deleted file mode 100644 index d31a1374..00000000 Binary files a/dev/apple-touch-icon-180x180.png and /dev/null differ diff --git a/dev/apple-touch-icon-60x60.png b/dev/apple-touch-icon-60x60.png deleted file mode 100644 index aaf6466d..00000000 Binary files a/dev/apple-touch-icon-60x60.png and /dev/null differ diff --git a/dev/apple-touch-icon-76x76.png b/dev/apple-touch-icon-76x76.png deleted file mode 100644 index e85f47d8..00000000 Binary files a/dev/apple-touch-icon-76x76.png and /dev/null differ diff --git a/dev/apple-touch-icon.png b/dev/apple-touch-icon.png deleted file mode 100644 index a5769fb9..00000000 Binary files a/dev/apple-touch-icon.png and /dev/null differ diff --git a/dev/articles/feasts.html b/dev/articles/feasts.html index d74afe89..485a39e7 100644 --- a/dev/articles/feasts.html +++ b/dev/articles/feasts.html @@ -6,20 +6,12 @@ Introduction to feasts • feasts - - - - - - - - - +
- +
@@ -96,7 +88,7 @@

Introduction to feasts

- Source: vignettes/feasts.Rmd + Source: vignettes/feasts.Rmd
@@ -322,16 +314,16 @@

Introduction to feasts

-

Site built with pkgdown 2.0.9.

+

Site built with pkgdown 2.1.0.

- - + + diff --git a/dev/articles/index.html b/dev/articles/index.html index 662b4944..f0283790 100644 --- a/dev/articles/index.html +++ b/dev/articles/index.html @@ -1,9 +1,9 @@ -Articles • feastsArticles • feasts - +
- +
@@ -79,15 +79,15 @@

All vignettes

-

Site built with pkgdown 2.0.9.

+

Site built with pkgdown 2.1.0.

- - + + diff --git a/dev/authors.html b/dev/authors.html index 9cedce9b..6b024632 100644 --- a/dev/authors.html +++ b/dev/authors.html @@ -1,9 +1,9 @@ -Authors and Citation • feastsAuthors and Citation • feasts - +
- +
@@ -64,43 +64,43 @@

Authors and Citation

- +

Citation

- Source: DESCRIPTION + Source: DESCRIPTION

O'Hara-Wild M, Hyndman R, Wang E (2024). feasts: Feature Extraction and Statistics for Time Series. -R package version 0.3.2.9000, https://github.com/tidyverts/feasts/, http://feasts.tidyverts.org/. +R package version 0.3.2.9000, https://github.com/tidyverts/feasts/, http://feasts.tidyverts.org/.

@Manual{,
   title = {feasts: Feature Extraction and Statistics for Time Series},
@@ -121,15 +121,15 @@ 

Citation

-

Site built with pkgdown 2.0.9.

+

Site built with pkgdown 2.1.0.

- - + + diff --git a/dev/favicon-16x16.png b/dev/favicon-16x16.png deleted file mode 100644 index 8ca96983..00000000 Binary files a/dev/favicon-16x16.png and /dev/null differ diff --git a/dev/favicon-32x32.png b/dev/favicon-32x32.png deleted file mode 100644 index 78f76d21..00000000 Binary files a/dev/favicon-32x32.png and /dev/null differ diff --git a/dev/favicon.ico b/dev/favicon.ico deleted file mode 100644 index 015c8b7b..00000000 Binary files a/dev/favicon.ico and /dev/null differ diff --git a/dev/index.html b/dev/index.html index f54c2827..eb0dfec4 100644 --- a/dev/index.html +++ b/dev/index.html @@ -6,12 +6,6 @@ Feature Extraction and Statistics for Time Series • feasts - - - - - - @@ -27,7 +21,7 @@ - +
- +
@@ -276,16 +270,16 @@

Developers

-

Site built with pkgdown 2.0.9.

+

Site built with pkgdown 2.1.0.

- - + + diff --git a/dev/news/index.html b/dev/news/index.html index f8979ac3..b2e31255 100644 --- a/dev/news/index.html +++ b/dev/news/index.html @@ -1,9 +1,9 @@ -Changelog • feastsChangelog • feasts - +
- +
+
+

New features

+
  • Added gg_irf() for plotting impulse responses (typically obtained from using IRF() with fable models).
  • +
+
+

Bug fixes

  • Fixed gg_season() not wrapping across facet_period argument correctly.
+

Minor patch to resolve CRAN check issues with ggplot2 v3.5.0 breaking changes.

@@ -293,15 +300,15 @@

New features
-

Site built with pkgdown 2.0.9.

+

Site built with pkgdown 2.1.0.

- - + + diff --git a/dev/pkgdown.yml b/dev/pkgdown.yml index 2025c667..d414ae02 100644 --- a/dev/pkgdown.yml +++ b/dev/pkgdown.yml @@ -1,10 +1,9 @@ pandoc: 3.1.11 -pkgdown: 2.0.9 +pkgdown: 2.1.0 pkgdown_sha: ~ articles: feasts: feasts.html -last_built: 2024-05-12T16:10Z +last_built: 2024-09-16T15:33Z urls: reference: https://feasts.tidyverts.org/reference article: https://feasts.tidyverts.org/articles - diff --git a/dev/reference/ACF.html b/dev/reference/ACF.html index d2c46e25..d69ca1ae 100644 --- a/dev/reference/ACF.html +++ b/dev/reference/ACF.html @@ -1,5 +1,5 @@ -(Partial) Autocorrelation and Cross-Correlation Function Estimation — ACF • feasts(Partial) Autocorrelation and Cross-Correlation Function Estimation — ACF • feasts - +
- +
@@ -104,51 +104,51 @@

(Partial) Autocorrelation and Cross-Correlation Function Estimation

Arguments

-
.data
+ + +
.data

A tsibble

-
...
+
...

The column(s) from the tsibble used to compute the ACF, PACF or CCF.

-
lag_max
+
lag_max

maximum lag at which to calculate the acf. Default is 10*log10(N/m) where N is the number of observations and m the number of series. Will be automatically limited to one less than the number of observations in the series.

-
type
-

character string giving the type of acf to be computed. +

type
+

character string giving the type of to be computed. Allowed values are "correlation" (the default), "covariance" or "partial". Will be partially matched.

-
na.action
+
na.action

function to be called to handle missing values. na.pass can be used.

-
demean
+
demean

logical. Should the covariances be about the sample means?

-
tapered
+
tapered

Produces banded and tapered estimates of the (partial) autocorrelation.

-
x, y
+
x, y

a univariate or multivariate (not ccf) numeric time series object or a numeric vector or matrix, or an "acf" object.

Value

- - -

The ACF, PACF and CCF functions return objects +

The ACF, PACF and CCF functions return objects of class "tbl_cf", which is a tsibble containing the correlations computed.

@@ -274,15 +274,15 @@

Examples

-

Site built with pkgdown 2.0.9.

+

Site built with pkgdown 2.1.0.

- - + + diff --git a/dev/reference/CCF.html b/dev/reference/CCF.html new file mode 100644 index 00000000..6e3446eb --- /dev/null +++ b/dev/reference/CCF.html @@ -0,0 +1,8 @@ + + + + + + + + diff --git a/dev/reference/PACF.html b/dev/reference/PACF.html new file mode 100644 index 00000000..6e3446eb --- /dev/null +++ b/dev/reference/PACF.html @@ -0,0 +1,8 @@ + + + + + + + + diff --git a/dev/reference/STL.html b/dev/reference/STL.html index 3a7656eb..ea89fce1 100644 --- a/dev/reference/STL.html +++ b/dev/reference/STL.html @@ -1,5 +1,5 @@ -Multiple seasonal decomposition by Loess — STL • feastsMultiple seasonal decomposition by Loess — STL • feasts - +
- +
@@ -87,28 +87,28 @@

Multiple seasonal decomposition by Loess

Arguments

-
formula
+ + +
formula

Decomposition specification (see "Specials" section).

-
iterations
+
iterations

Number of iterations to use to refine the seasonal component.

-
...
+
...

Other arguments passed to stats::stl().

Value

- - -

A fabletools::dable() containing the decomposed trend, seasonality +

A fabletools::dable() containing the decomposed trend, seasonality and remainder from the STL decomposition.

Specials

- +
@@ -178,15 +178,15 @@

Examples

-

Site built with pkgdown 2.0.9.

+

Site built with pkgdown 2.1.0.

- - + + diff --git a/dev/reference/X_13ARIMA_SEATS.html b/dev/reference/X_13ARIMA_SEATS.html index 87c7e604..51515303 100644 --- a/dev/reference/X_13ARIMA_SEATS.html +++ b/dev/reference/X_13ARIMA_SEATS.html @@ -1,10 +1,10 @@ -X-13ARIMA-SEATS Seasonal Adjustment — X_13ARIMA_SEATS • feastsX-13ARIMA-SEATS Seasonal Adjustment — X_13ARIMA_SEATS • feasts - +
- +
@@ -82,22 +82,24 @@

X-13ARIMA-SEATS Seasonal Adjustment

Arguments

-
formula
+ + +
formula

Decomposition specification.

-
...
+
...

Other arguments passed to seasonal::seas().

-
na.action
+
na.action

a function which indicates what should happen when the data contain NAs. na.omit (default), na.exclude or na.fail. If na.action = na.x13, NA handling is done by X-13, i.e. NA values are substituted by -99999.

-
defaults
+
defaults

If defaults="seasonal", the default options of seasonal::seas() will be used, which should work well in most circumstances. Setting defaults="none" gives an empty model specification, @@ -120,7 +122,7 @@

Details

Specials

- +

The specials of the X-13ARIMA-SEATS model closely follow the individual @@ -437,15 +439,15 @@

Examples

-

Site built with pkgdown 2.0.9.

+

Site built with pkgdown 2.1.0.

- - + + diff --git a/dev/reference/as_tsibble.html b/dev/reference/as_tsibble.html new file mode 100644 index 00000000..c9693a59 --- /dev/null +++ b/dev/reference/as_tsibble.html @@ -0,0 +1,8 @@ + + + + + + + + diff --git a/dev/reference/autolayer.html b/dev/reference/autolayer.html new file mode 100644 index 00000000..c9693a59 --- /dev/null +++ b/dev/reference/autolayer.html @@ -0,0 +1,8 @@ + + + + + + + + diff --git a/dev/reference/autoplot.html b/dev/reference/autoplot.html new file mode 100644 index 00000000..c9693a59 --- /dev/null +++ b/dev/reference/autoplot.html @@ -0,0 +1,8 @@ + + + + + + + + diff --git a/dev/reference/autoplot.tbl_cf.html b/dev/reference/autoplot.tbl_cf.html index 69c15a1b..2c489a5b 100644 --- a/dev/reference/autoplot.tbl_cf.html +++ b/dev/reference/autoplot.tbl_cf.html @@ -1,9 +1,9 @@ -Auto- and Cross- Covariance and -Correlation plots — autoplot.tbl_cf • feastsAuto- and Cross- Covariance and -Correlation plots — autoplot.tbl_cf • feasts - +
- +
@@ -70,29 +70,29 @@

Auto- and Cross- Covariance and -Correlation plots

-
# S3 method for tbl_cf
+    
# S3 method for class 'tbl_cf'
 autoplot(object, level = 95, ...)

Arguments

-
object
+ + +
object

A tbl_cf object (the result ACF(), PACF(), or CCF()).

-
level
+
level

The level of confidence for the blue dashed lines.

-
...
+
...

Unused.

Value

- - -

A ggplot object showing the correlations.

+

A ggplot object showing the correlations.

@@ -107,15 +107,15 @@

Value

-

Site built with pkgdown 2.0.9.

+

Site built with pkgdown 2.1.0.

- - + + diff --git a/dev/reference/box_pierce.html b/dev/reference/box_pierce.html new file mode 100644 index 00000000..3e2b5bda --- /dev/null +++ b/dev/reference/box_pierce.html @@ -0,0 +1,8 @@ + + + + + + + + diff --git a/dev/reference/classical_decomposition.html b/dev/reference/classical_decomposition.html index b629c9e4..c4eb3ed5 100644 --- a/dev/reference/classical_decomposition.html +++ b/dev/reference/classical_decomposition.html @@ -1,11 +1,11 @@ -Classical Seasonal Decomposition by Moving Averages — classical_decomposition • feastsClassical Seasonal Decomposition by Moving Averages — classical_decomposition • feasts - +
- +
@@ -79,23 +79,23 @@

Classical Seasonal Decomposition by Moving Averages

Arguments

-
formula
+ + +
formula

Decomposition specification (see "Specials" section).

-
type
+
type

The type of seasonal component. Can be abbreviated.

-
...
+
...

Other arguments passed to stats::decompose().

Value

- - -

A fabletools::dable() containing the decomposed trend, seasonality +

A fabletools::dable() containing the decomposed trend, seasonality and remainder from the classical decomposition.

@@ -116,7 +116,7 @@

Details

Specials

- +
@@ -184,15 +184,15 @@

Examples

-

Site built with pkgdown 2.0.9.

+

Site built with pkgdown 2.1.0.

- - + + diff --git a/dev/reference/coef_hurst.html b/dev/reference/coef_hurst.html index 67c0448e..9f119e4f 100644 --- a/dev/reference/coef_hurst.html +++ b/dev/reference/coef_hurst.html @@ -1,10 +1,10 @@ -Hurst coefficient — coef_hurst • feastsHurst coefficient — coef_hurst • feasts - +
- +
@@ -77,16 +77,16 @@

Hurst coefficient

Arguments

-
x
+ + +
x

a vector. If missing values are present, the largest contiguous portion of the vector is used.

Value

- - -

A numeric value.

+

A numeric value.

Author

@@ -105,15 +105,15 @@

Author

-

Site built with pkgdown 2.0.9.

+

Site built with pkgdown 2.1.0.

- - + + diff --git a/dev/reference/cointegration_johansen.html b/dev/reference/cointegration_johansen.html new file mode 100644 index 00000000..48a91d43 --- /dev/null +++ b/dev/reference/cointegration_johansen.html @@ -0,0 +1,203 @@ + +Johansen Procedure for VAR — cointegration_johansen • feasts + + +
+
+ + + +
+
+ + +
+

Conducts the Johansen procedure on a given data set. The + "trace" or "eigen" statistics are reported and the + matrix of eigenvectors as well as the loading matrix.

+
+ +
+
cointegration_johansen(x, ...)
+
+ +
+

Arguments

+ + +
x
+

Data matrix to be investigated for cointegration.

+ + +
...
+

Additional arguments passed to urca::ca.jo().

+ +
+
+

Value

+

An object of class ca.jo.

+
+
+

Details

+

Given a general VAR of the form:

+

$$\bold{X}_t = \bold{\Pi}_1 \bold{X}_{t-1} + \dots + \bold{\Pi}_k + \bold{X}_{t-k} + \bold{\mu} + \bold{\Phi D}_t + \bold{\varepsilon}_t + , \quad (t = 1, \dots, T),$$

+

the following two specifications of a VECM exist:

+

$$\Delta \bold{X}_t = \bold{\Gamma}_1 \Delta \bold{X}_{t-1} + + \dots + \bold{\Gamma}_{k-1} \Delta \bold{X}_{t-k+1} + \bold{\Pi + X}_{t-k} + \bold{\mu} + \bold{\Phi D}_t + \bold{\varepsilon}_t$$

+

where

+

$$\bold{\Gamma}_i = - (\bold{I} - \bold{\Pi}_1 - \dots - + \bold{\Pi}_i), \quad (i = 1, \dots , k-1),$$

+

and

+

$$\bold{\Pi} = -(\bold{I} - \bold{\Pi}_1 - \dots - \bold{\Pi}_k)$$

+

The \(\bold{\Gamma}_i\) matrices contain the cumulative long-run + impacts, hence if spec="longrun" is choosen, the above VECM is + estimated.

+

The other VECM specification is of the form:

+

$$\Delta \bold{X}_t = \bold{\Gamma}_1 \Delta \bold{X}_{t-1} + + \dots + \bold{\Gamma}_{k-1} \Delta \bold{X}_{t-k+1} + \bold{\Pi + X}_{t-1} + \bold{\mu} + \bold{\Phi D}_t + \bold{\varepsilon}_t$$

+

where

+

$$\bold{\Gamma}_i = - (\bold{\Pi}_{i+1} + \dots + \bold{\Pi}_k), + \quad(i = 1, \dots , k-1),$$

+

and

+

$$\bold{\Pi} = -(\bold{I} - \bold{\Pi}_1 - \dots - \bold{\Pi}_k).$$

+

The \(\bold{\Pi}\) matrix is the same as in the first specification. + However, the \(\bold{\Gamma}_i\) matrices now differ, in the sense + that they measure transitory effects, hence by setting + spec="transitory" the second VECM form is estimated. Please note + that inferences drawn on \(\bold{\Pi}\) will be the same, regardless + which specification is choosen and that the explanatory power is the + same, too.

+

If "season" is not NULL, centered seasonal dummy variables are + included.

+

If "dumvar" is not NULL, a matrix of dummy variables is included + in the VECM. Please note, that the number of rows of the matrix + containing the dummy variables must be equal to the row number of + x.

+

Critical values are only reported for systems with less than + 11 variables and are taken from Osterwald-Lenum.

+
+
+

References

+

Johansen, S. (1988), Statistical Analysis of Cointegration Vectors, + Journal of Economic Dynamics and Control, 12, 231–254.

+

Johansen, S. and Juselius, K. (1990), Maximum Likelihood Estimation and + Inference on Cointegration – with Applications to the Demand for + Money, Oxford Bulletin of Economics and Statistics, 52, + 2, 169–210.

+

Johansen, S. (1991), Estimation and Hypothesis Testing of + Cointegration Vectors in Gaussian Vector Autoregressive Models, + Econometrica, Vol. 59, No. 6, 1551–1580.

+

Osterwald-Lenum, M. (1992), A Note with Quantiles of the Asymptotic + Distribution of the Maximum Likelihood Cointegration Rank Test + Statistics, Oxford Bulletin of Economics and Statistics, + 55, 3, 461–472.

+
+
+

See also

+ +
+
+

Author

+

Bernhard Pfaff

+
+ +
+

Examples

+

+cointegration_johansen(cbind(mdeaths, fdeaths))
+#> $johansen_stat
+#>     R<=1      R=0 
+#> 13.57827 20.34401 
+#> 
+#> $johansen_pvalue
+#> R<=1  R=0 
+#> 0.01 0.01 
+#> 
+
+
+
+
+
+ +
+ + +
+ + + + + + + + diff --git a/dev/reference/cointegration_phillips_ouliaris.html b/dev/reference/cointegration_phillips_ouliaris.html new file mode 100644 index 00000000..a32566ec --- /dev/null +++ b/dev/reference/cointegration_phillips_ouliaris.html @@ -0,0 +1,150 @@ + +Phillips and Ouliaris Cointegration Test — cointegration_phillips_ouliaris • feasts + + +
+
+ + + +
+
+ + +
+

Performs the Phillips and Ouliaris "Pu" and "Pz" + cointegration test.

+
+ +
+
cointegration_phillips_ouliaris(x, ...)
+
+ +
+

Arguments

+ + +
x
+

Matrix of data to be tested.

+ + +
...
+

Additional arguments passed to urca::ca.po().

+ +
+
+

Value

+

An object of class ca.po.

+
+
+

Details

+

The test "Pz", compared to the test "Pu", has the + advantage that it is invariant to the normalization of the + cointegration vector, i.e. it does not matter which variable + is on the left hand side of the equation. In case convergence + problems are encountered by matrix inversion, one can pass a higher + tolerance level via "tol=..." to the solve()-function.

+
+
+

References

+

Phillips, P.C.B. and Ouliaris, S. (1990), Asymptotic Properties of + Residual Based Tests for Cointegration, Econometrica, + Vol. 58, No. 1, 165–193.

+
+
+

See also

+ +
+
+

Author

+

Bernhard Pfaff

+
+ +
+

Examples

+

+cointegration_phillips_ouliaris(cbind(mdeaths, fdeaths))
+#>   phillips_ouliaris_stat phillips_ouliaris_pvalue 
+#>                  58.1279                   0.0100 
+
+
+
+
+ +
+ + +
+ + + + + + + + diff --git a/dev/reference/feasts-package.html b/dev/reference/feasts-package.html index 806b83dd..261f142b 100644 --- a/dev/reference/feasts-package.html +++ b/dev/reference/feasts-package.html @@ -1,10 +1,10 @@ -feasts: Feature Extraction and Statistics for Time Series — feasts-package • feastsfeasts: Feature Extraction and Statistics for Time Series — feasts-package • feasts - +
- +
@@ -101,15 +101,15 @@

Author

-

Site built with pkgdown 2.0.9.

+

Site built with pkgdown 2.1.0.

- - + + diff --git a/dev/reference/feasts.html b/dev/reference/feasts.html new file mode 100644 index 00000000..0a3464fa --- /dev/null +++ b/dev/reference/feasts.html @@ -0,0 +1,8 @@ + + + + + + + + diff --git a/dev/reference/feat_acf.html b/dev/reference/feat_acf.html index dcdc03d7..b31f49ed 100644 --- a/dev/reference/feat_acf.html +++ b/dev/reference/feat_acf.html @@ -1,10 +1,10 @@ -Autocorrelation-based features — feat_acf • feastsAutocorrelation-based features — feat_acf • feasts - +
- +
@@ -77,28 +77,28 @@

Autocorrelation-based features

Arguments

-
x
+ + +
x

a univariate time series

-
.period
+
.period

The seasonal period (optional)

-
lag_max
+
lag_max

maximum lag at which to calculate the acf. The default is max(.period, 10L) for feat_acf, and max(.period, 5L) for feat_pacf

-
...
+
...

Further arguments passed to stats::acf() or stats::pacf()

Value

- - -

A vector of 6 values: first autocorrelation coefficient and sum of squared of +

A vector of 6 values: first autocorrelation coefficient and sum of squared of first ten autocorrelation coefficients of original series, first-differenced series, and twice-differenced series. For seasonal data, the autocorrelation coefficient at the first seasonal lag is @@ -121,15 +121,15 @@

Author

-

Site built with pkgdown 2.0.9.

+

Site built with pkgdown 2.1.0.

- - + + diff --git a/dev/reference/feat_intermittent.html b/dev/reference/feat_intermittent.html index e48fb654..e6f54b78 100644 --- a/dev/reference/feat_intermittent.html +++ b/dev/reference/feat_intermittent.html @@ -1,10 +1,10 @@ -Intermittency features — feat_intermittent • feastsIntermittency features — feat_intermittent • feasts - +
- +
@@ -77,15 +77,15 @@

Intermittency features

Arguments

-
x
+ + +
x

A vector to extract features from.

Value

- - -

A vector of named features:

  • zero_run_mean: The average interval between non-zero observations

  • +

    A vector of named features:

    • zero_run_mean: The average interval between non-zero observations

    • nonzero_squared_cv: The squared coefficient of variation of non-zero observations

    • zero_start_prop: The proportion of data which starts with zero

    • zero_end_prop: The proportion of data which ends with zero

    • @@ -109,15 +109,15 @@

      References

-

Site built with pkgdown 2.0.9.

+

Site built with pkgdown 2.1.0.

- - + + diff --git a/dev/reference/feat_pacf.html b/dev/reference/feat_pacf.html index 4d75317d..744299ed 100644 --- a/dev/reference/feat_pacf.html +++ b/dev/reference/feat_pacf.html @@ -1,10 +1,10 @@ -Partial autocorrelation-based features — feat_pacf • feastsPartial autocorrelation-based features — feat_pacf • feasts - +
- +
@@ -77,28 +77,28 @@

Partial autocorrelation-based features

Arguments

-
x
+ + +
x

a univariate time series

-
.period
+
.period

The seasonal period (optional)

-
lag_max
+
lag_max

maximum lag at which to calculate the acf. The default is max(.period, 10L) for feat_acf, and max(.period, 5L) for feat_pacf

-
...
+
...

Further arguments passed to stats::acf() or stats::pacf()

Value

- - -

A vector of 3 values: Sum of squared of first 5 +

A vector of 3 values: Sum of squared of first 5 partial autocorrelation coefficients of the original series, first differenced series and twice-differenced series. For seasonal data, the partial autocorrelation coefficient at the first seasonal @@ -121,15 +121,15 @@

Author

-

Site built with pkgdown 2.0.9.

+

Site built with pkgdown 2.1.0.

- - + + diff --git a/dev/reference/feat_spectral.html b/dev/reference/feat_spectral.html index 69613f13..8a713255 100644 --- a/dev/reference/feat_spectral.html +++ b/dev/reference/feat_spectral.html @@ -1,10 +1,10 @@ -Spectral features of a time series — feat_spectral • feastsSpectral features of a time series — feat_spectral • feasts - +
- +
@@ -77,23 +77,23 @@

Spectral features of a time series

Arguments

-
x
+ + +
x

a univariate time series

-
.period
+
.period

The seasonal period.

-
...
+
...

Further arguments for stats::spec.ar()

Value

- - -

A non-negative real value for the spectral entropy \(H_s(x_t)\).

+

A non-negative real value for the spectral entropy \(H_s(x_t)\).

Details

@@ -150,15 +150,15 @@

Examples

-

Site built with pkgdown 2.0.9.

+

Site built with pkgdown 2.1.0.

- - + + diff --git a/dev/reference/feat_stl.html b/dev/reference/feat_stl.html index ae49da12..2cc438db 100644 --- a/dev/reference/feat_stl.html +++ b/dev/reference/feat_stl.html @@ -1,10 +1,10 @@ -STL features — feat_stl • feastsSTL features — feat_stl • feasts - +
- +
@@ -77,27 +77,27 @@

STL features

Arguments

-
x
+ + +
x

A vector to extract features from.

-
.period
+
.period

The period of the seasonality.

-
s.window
+
s.window

The seasonal window of the data (passed to stats::stl())

-
...
+
...

Further arguments passed to stats::stl()

Value

- - -

A vector of numeric features from a STL decomposition.

+

A vector of numeric features from a STL decomposition.

See also

@@ -116,15 +116,15 @@

See also

-

Site built with pkgdown 2.0.9.

+

Site built with pkgdown 2.1.0.

- - + + diff --git a/dev/reference/generate.stl_decomposition.html b/dev/reference/generate.stl_decomposition.html index 62c451ff..e6d04c9d 100644 --- a/dev/reference/generate.stl_decomposition.html +++ b/dev/reference/generate.stl_decomposition.html @@ -1,11 +1,11 @@ -Generate block bootstrapped series from an STL decomposition — generate.stl_decomposition • feastsGenerate block bootstrapped series from an STL decomposition — generate.stl_decomposition • feasts - +
- +
@@ -74,25 +74,27 @@

Generate block bootstrapped series from an STL decomposition

-
# S3 method for stl_decomposition
+    
# S3 method for class 'stl_decomposition'
 generate(x, new_data, specials = NULL, ...)

Arguments

-
x
+ + +
x

A fitted model.

-
new_data
+
new_data

A tsibble containing the time points and exogenous regressors to produce forecasts for.

-
specials
+
specials

(passed by fabletools::forecast.mdl_df()).

-
...
+
...

Other arguments passed to methods

@@ -136,15 +138,15 @@

Examples

-

Site built with pkgdown 2.0.9.

+

Site built with pkgdown 2.1.0.

- - + + diff --git a/dev/reference/gg_arma.html b/dev/reference/gg_arma.html index 85c8dbdd..e705a246 100644 --- a/dev/reference/gg_arma.html +++ b/dev/reference/gg_arma.html @@ -1,10 +1,10 @@ -Plot characteristic ARMA roots — gg_arma • feastsPlot characteristic ARMA roots — gg_arma • feasts - +
- +
@@ -77,15 +77,15 @@

Plot characteristic ARMA roots

Arguments

-
data
+ + +
data

A mable containing models with AR and/or MA roots.

Value

- - -

A ggplot object the characteristic roots from ARMA components.

+

A ggplot object the characteristic roots from ARMA components.

Details

@@ -123,15 +123,15 @@

Examples

-

Site built with pkgdown 2.0.9.

+

Site built with pkgdown 2.1.0.

- - + + diff --git a/dev/reference/gg_irf.html b/dev/reference/gg_irf.html new file mode 100644 index 00000000..a46d6465 --- /dev/null +++ b/dev/reference/gg_irf.html @@ -0,0 +1,116 @@ + +Plot impulse response functions — gg_irf • feasts + + +
+
+ + + +
+
+ + +
+

Produces a plot of impulse responses from an impulse response function.

+
+ +
+
gg_irf(data, y = all_of(measured_vars(data)))
+
+ +
+

Arguments

+ + +
data
+

A tsibble with impulse responses

+ + +
y
+

The impulse response variables to plot (defaults to all measured variables).

+ +
+
+

Value

+

A ggplot object of the impulse responses.

+
+ +
+ +
+ + +
+ + + + + + + + diff --git a/dev/reference/gg_lag.html b/dev/reference/gg_lag.html index d9742f67..6cd1b50a 100644 --- a/dev/reference/gg_lag.html +++ b/dev/reference/gg_lag.html @@ -1,10 +1,10 @@ -Lag plots — gg_lag • feastsLag plots — gg_lag • feasts - +
- +
@@ -85,42 +85,42 @@

Lag plots

Arguments

-
data
+ + +
data

A tidy time series object (tsibble)

-
y
+
y

The variable to plot (a bare expression). If NULL, it will automatically selected from the data.

-
period
+
period

The seasonal period to display.

-
lags
+
lags

A vector of lags to display as facets.

-
geom
+
geom

The geometry used to display the data.

-
arrow
+
arrow

Arrow specification to show the direction in the lag path. If TRUE, an appropriate default arrow will be used. Alternatively, a user controllable arrow created with grid::arrow() can be used.

-
...
+
...

Additional arguments passed to the geom.

Value

- - -

A ggplot object showing a lag plot of a time series.

+

A ggplot object showing a lag plot of a time series.

@@ -149,15 +149,15 @@

Examples

-

Site built with pkgdown 2.0.9.

+

Site built with pkgdown 2.1.0.

- - + + diff --git a/dev/reference/gg_season.html b/dev/reference/gg_season.html index 44a234f3..f7c11371 100644 --- a/dev/reference/gg_season.html +++ b/dev/reference/gg_season.html @@ -1,12 +1,12 @@ -Seasonal plot — gg_season • feastsSeasonal plot — gg_season • feasts - +
- +
@@ -95,64 +95,64 @@

Seasonal plot

Arguments

-
data
+ + +
data

A tidy time series object (tsibble)

-
y
+
y

The variable to plot (a bare expression). If NULL, it will automatically selected from the data.

-
period
+
period

The seasonal period to display.

-
facet_period
+
facet_period

A secondary seasonal period to facet by (typically smaller than period).

-
max_col
+
max_col

The maximum number of colours to display on the plot. If the number of seasonal periods in the data is larger than max_col, the plot will not include a colour. Use max_col = 0 to never colour the lines, or Inf to always colour the lines. If labels are used, then max_col will be ignored.

-
max_col_discrete
+
max_col_discrete

The maximum number of colours to show using a discrete colour scale.

-
pal
+
pal

A colour palette to be used.

-
polar
+
polar

If TRUE, the season plot will be shown on polar coordinates.

-
labels
+
labels

Position of the labels for seasonal period identifier.

-
labels_repel
+
labels_repel

If TRUE, the seasonal period identifying labels will be repelled with the ggrepel package.

-
labels_left_nudge, labels_right_nudge
+
labels_left_nudge, labels_right_nudge

Allows seasonal period identifying labels to be nudged to the left or right from their default position.

-
...
+
...

Additional arguments passed to geom_line()

Value

- - -

A ggplot object showing a seasonal plot of a time series.

+

A ggplot object showing a seasonal plot of a time series.

References

@@ -186,15 +186,15 @@

Examples

-

Site built with pkgdown 2.0.9.

+

Site built with pkgdown 2.1.0.

- - + + diff --git a/dev/reference/gg_subseries.html b/dev/reference/gg_subseries.html index bcb2338d..be936b39 100644 --- a/dev/reference/gg_subseries.html +++ b/dev/reference/gg_subseries.html @@ -1,5 +1,5 @@ -Seasonal subseries plots — gg_subseries • feastsSeasonal subseries plots — gg_subseries • feasts - +
- +
@@ -85,28 +85,28 @@

Seasonal subseries plots

Arguments

-
data
+ + +
data

A tidy time series object (tsibble)

-
y
+
y

The variable to plot (a bare expression). If NULL, it will automatically selected from the data.

-
period
+
period

The seasonal period to display.

-
...
+
...

Additional arguments passed to geom_line()

Value

- - -

A ggplot object showing a seasonal subseries plot of a time series.

+

A ggplot object showing a seasonal subseries plot of a time series.

Details

@@ -147,15 +147,15 @@

Examples

-

Site built with pkgdown 2.0.9.

+

Site built with pkgdown 2.1.0.

- - + + diff --git a/dev/reference/gg_tsdisplay.html b/dev/reference/gg_tsdisplay.html index 6c004518..a6141c68 100644 --- a/dev/reference/gg_tsdisplay.html +++ b/dev/reference/gg_tsdisplay.html @@ -1,10 +1,10 @@ -Ensemble of time series displays — gg_tsdisplay • feastsEnsemble of time series displays — gg_tsdisplay • feasts - +
- +
@@ -82,23 +82,25 @@

Ensemble of time series displays

Arguments

-
data
+ + +
data

A tidy time series object (tsibble)

-
y
+
y

The variable to plot (a bare expression). If NULL, it will automatically selected from the data.

-
plot_type
+
plot_type

type of plot to include in lower right corner. By default ("auto") a season plot will be shown for seasonal data, a spectrum plot will be shown for non-seasonal data without missing values, and a PACF will be shown otherwise.

-
lag_max
+
lag_max

maximum lag at which to calculate the acf. Default is 10*log10(N/m) where N is the number of observations and m the number of series. Will be automatically limited to one less than the number of observations in the series.

@@ -106,9 +108,7 @@

Arguments

Value

- - -

A list of ggplot objects showing useful plots of a time series.

+

A list of ggplot objects showing useful plots of a time series.

References

@@ -152,15 +152,15 @@

Examples

-

Site built with pkgdown 2.0.9.

+

Site built with pkgdown 2.1.0.

- - + + diff --git a/dev/reference/gg_tsresiduals.html b/dev/reference/gg_tsresiduals.html index 8be99837..50e09458 100644 --- a/dev/reference/gg_tsresiduals.html +++ b/dev/reference/gg_tsresiduals.html @@ -1,9 +1,9 @@ -Ensemble of time series residual diagnostic plots — gg_tsresiduals • feastsEnsemble of time series residual diagnostic plots — gg_tsresiduals • feasts - +
- +
@@ -75,23 +75,23 @@

Ensemble of time series residual diagnostic plots

Arguments

-
data
+ + +
data

A mable containing one model with residuals.

-
type
+
type

The type of residuals to compute. If type="response", residuals on the back-transformed data will be computed.

-
...
+
...

Additional arguments passed to gg_tsdisplay().

Value

- - -

A list of ggplot objects showing a useful plots of a time series model's residuals.

+

A list of ggplot objects showing a useful plots of a time series model's residuals.

References

@@ -129,15 +129,15 @@

Examples

-

Site built with pkgdown 2.0.9.

+

Site built with pkgdown 2.1.0.

- - + + diff --git a/dev/reference/guerrero.html b/dev/reference/guerrero.html index e621220e..1fffe8e5 100644 --- a/dev/reference/guerrero.html +++ b/dev/reference/guerrero.html @@ -1,10 +1,10 @@ -Guerrero's method for Box Cox lambda selection — guerrero • feastsGuerrero's method for Box Cox lambda selection — guerrero • feasts - +
- +
@@ -77,29 +77,29 @@

Guerrero's method for Box Cox lambda selection

Arguments

-
x
+ + +
x

A numeric vector. The data used to identify the transformation parameter lambda.

-
lower
+
lower

The lower bound for lambda.

-
upper
+
upper

The upper bound for lambda.

-
.period
+
.period

The length of each subseries (usually the length of seasonal period). Subseries length must be at least 2.

Value

- - -

A Box Cox transformation parameter (lambda) chosen by Guerrero's method.

+

A Box Cox transformation parameter (lambda) chosen by Guerrero's method.

Details

@@ -126,15 +126,15 @@

References

-

Site built with pkgdown 2.0.9.

+

Site built with pkgdown 2.1.0.

- - + + diff --git a/dev/reference/index.html b/dev/reference/index.html index e32f3855..2ae1cb3d 100644 --- a/dev/reference/index.html +++ b/dev/reference/index.html @@ -1,9 +1,9 @@ -Function reference • feastsPackage index • feasts - +
- +
@@ -103,6 +103,10 @@

Graphics gg_arma()

Plot characteristic ARMA roots

+ +

gg_irf()

+ +

Plot impulse response functions

Decompositions

Useful for decomposing a time series into some simpler structural components.

@@ -159,6 +163,18 @@

Portmanteau tests ljung_box() box_pierce() portmanteau_tests

Portmanteau tests

+ +

Cointegration tests

+

Statistical tests for investigating cointegration between time series.

+ + +

cointegration_johansen()

+ +

Johansen Procedure for VAR

+ +

cointegration_phillips_ouliaris()

+ +

Phillips and Ouliaris Cointegration Test

Tiling window features

Computes feature of a time series based on tiled (non-overlapping) windows.

@@ -224,15 +240,15 @@

Other features
-

Site built with pkgdown 2.0.9.

+

Site built with pkgdown 2.1.0.

- - + + diff --git a/dev/reference/longest_flat_spot.html b/dev/reference/longest_flat_spot.html index 847653f8..d8d08696 100644 --- a/dev/reference/longest_flat_spot.html +++ b/dev/reference/longest_flat_spot.html @@ -1,11 +1,11 @@ -Longest flat spot length — longest_flat_spot • feasts - +
- +
@@ -79,15 +79,15 @@

Longest flat spot length

Arguments

-
x
+ + +
x

a vector

Value

- - -

A numeric value.

+

A numeric value.

Author

@@ -106,15 +106,15 @@

Author

-

Site built with pkgdown 2.0.9.

+

Site built with pkgdown 2.1.0.

- - + + diff --git a/dev/reference/n_crossing_points.html b/dev/reference/n_crossing_points.html index 870d9cc3..cb91cb77 100644 --- a/dev/reference/n_crossing_points.html +++ b/dev/reference/n_crossing_points.html @@ -1,9 +1,9 @@ -Number of crossing points — n_crossing_points • feastsNumber of crossing points — n_crossing_points • feasts - +
- +
@@ -75,15 +75,15 @@

Number of crossing points

Arguments

-
x
+ + +
x

a univariate time series

Value

- - -

A numeric value.

+

A numeric value.

Author

@@ -102,15 +102,15 @@

Author

-

Site built with pkgdown 2.0.9.

+

Site built with pkgdown 2.1.0.

- - + + diff --git a/dev/reference/n_flat_spots.html b/dev/reference/n_flat_spots.html new file mode 100644 index 00000000..3e948a32 --- /dev/null +++ b/dev/reference/n_flat_spots.html @@ -0,0 +1,8 @@ + + + + + + + + diff --git a/dev/reference/portmanteau_tests.html b/dev/reference/portmanteau_tests.html index 71a01fc4..34eb2108 100644 --- a/dev/reference/portmanteau_tests.html +++ b/dev/reference/portmanteau_tests.html @@ -1,9 +1,9 @@ -Portmanteau tests — ljung_box • feastsPortmanteau tests — ljung_box • feasts - +
- +
@@ -83,27 +83,27 @@

Format

Arguments

-
x
+ + +
x

A numeric vector

-
lag
+
lag

The number of lag autocorrelation coefficients to use in calculating the statistic

-
dof
+
dof

Degrees of freedom of the fitted model (useful if x is a series of residuals).

-
...
+
...

Unused.

Value

- - -

A vector of numeric features for the test's statistic and p-value.

+

A vector of numeric features for the test's statistic and p-value.

See also

@@ -133,15 +133,15 @@

Examples

-

Site built with pkgdown 2.0.9.

+

Site built with pkgdown 2.1.0.

- - + + diff --git a/dev/reference/reexports.html b/dev/reference/reexports.html index 7825966b..01e7f87b 100644 --- a/dev/reference/reexports.html +++ b/dev/reference/reexports.html @@ -1,5 +1,5 @@ -Objects exported from other packages — reexports • feastsObjects exported from other packages — reexports • feasts - +
- +
@@ -111,15 +111,15 @@

Objects exported from other packages

-

Site built with pkgdown 2.0.9.

+

Site built with pkgdown 2.1.0.

- - + + diff --git a/dev/reference/scale_cf_lag.html b/dev/reference/scale_cf_lag.html index e8af809a..bddb79df 100644 --- a/dev/reference/scale_cf_lag.html +++ b/dev/reference/scale_cf_lag.html @@ -1,10 +1,10 @@ -lagged datetime scales This set of scales defines new scales for lagged time structures. — scale_cf_lag • feastslagged datetime scales This set of scales defines new scales for lagged time structures. — scale_cf_lag • feasts - +
- +
@@ -77,17 +77,15 @@

lagged datetime scales This set of scales defines new scales for lagged time

Arguments

-
...
+ + +
...

Further arguments to be passed on to scale_x_continuous()

Value

- - -

A ggproto object inheriting from Scale

- - +

A ggproto object inheriting from Scale

@@ -102,15 +100,15 @@

Value

-

Site built with pkgdown 2.0.9.

+

Site built with pkgdown 2.1.0.

- - + + diff --git a/dev/reference/scale_x_cf_lag.html b/dev/reference/scale_x_cf_lag.html new file mode 100644 index 00000000..af560e35 --- /dev/null +++ b/dev/reference/scale_x_cf_lag.html @@ -0,0 +1,8 @@ + + + + + + + + diff --git a/dev/reference/shift_kl_max.html b/dev/reference/shift_kl_max.html new file mode 100644 index 00000000..9a73ed9f --- /dev/null +++ b/dev/reference/shift_kl_max.html @@ -0,0 +1,8 @@ + + + + + + + + diff --git a/dev/reference/shift_level_max.html b/dev/reference/shift_level_max.html index 30b6b30b..fb12576a 100644 --- a/dev/reference/shift_level_max.html +++ b/dev/reference/shift_level_max.html @@ -1,5 +1,5 @@ -Sliding window features — shift_level_max • feastsSliding window features — shift_level_max • feasts - +
- +
@@ -87,23 +87,23 @@

Sliding window features

Arguments

-
x
+ + +
x

a univariate time series

-
.size
+
.size

size of sliding window, if NULL .size will be automatically chosen using .period

-
.period
+
.period

The seasonal period (optional)

Value

- - -

A vector of 2 values: the size of the shift, and the time index of the shift.

+

A vector of 2 values: the size of the shift, and the time index of the shift.

Details

@@ -126,15 +126,15 @@

Author

-

Site built with pkgdown 2.0.9.

+

Site built with pkgdown 2.1.0.

- - + + diff --git a/dev/reference/shift_var_max.html b/dev/reference/shift_var_max.html new file mode 100644 index 00000000..9a73ed9f --- /dev/null +++ b/dev/reference/shift_var_max.html @@ -0,0 +1,8 @@ + + + + + + + + diff --git a/dev/reference/stat_arch_lm.html b/dev/reference/stat_arch_lm.html index cfe600f2..912c3be7 100644 --- a/dev/reference/stat_arch_lm.html +++ b/dev/reference/stat_arch_lm.html @@ -1,12 +1,12 @@ -ARCH LM Statistic — stat_arch_lm • feastsARCH LM Statistic — stat_arch_lm • feasts - +
- +
@@ -81,23 +81,23 @@

ARCH LM Statistic

Arguments

-
x
+ + +
x

a univariate time series

-
lags
+
lags

Number of lags to use in the test

-
demean
+
demean

Should data have mean removed before test applied?

Value

- - -

A numeric value.

+

A numeric value.

Author

@@ -116,15 +116,15 @@

Author

-

Site built with pkgdown 2.0.9.

+

Site built with pkgdown 2.1.0.

- - + + diff --git a/dev/reference/tile_features.html b/dev/reference/tile_features.html index 64dfa7db..c7073970 100644 --- a/dev/reference/tile_features.html +++ b/dev/reference/tile_features.html @@ -1,11 +1,11 @@ -Time series features based on tiled windows — var_tiled_var • feastsTime series features based on tiled windows — var_tiled_var • feasts - +
- +
@@ -81,23 +81,23 @@

Time series features based on tiled windows

Arguments

-
x
+ + +
x

a univariate time series

-
.size
+
.size

size of sliding window, if NULL .size will be automatically chosen using .period

-
.period
+
.period

The seasonal period (optional)

Value

- - -

A numeric vector of length 2 containing a measure of lumpiness and +

A numeric vector of length 2 containing a measure of lumpiness and a measure of stability.

@@ -117,15 +117,15 @@

Author

-

Site built with pkgdown 2.0.9.

+

Site built with pkgdown 2.1.0.

- - + + diff --git a/dev/reference/unitroot.html b/dev/reference/unitroot.html index 5677151c..cad1d949 100644 --- a/dev/reference/unitroot.html +++ b/dev/reference/unitroot.html @@ -1,9 +1,9 @@ -Unit root tests — unitroot_kpss • feastsUnit root tests — unitroot_kpss • feasts - +
- +
@@ -83,31 +83,31 @@

Unit root tests

Arguments

-
x
+ + +
x

A vector to be tested for the unit root.

-
type
+
type

Type of deterministic part.

-
lags
+
lags

Maximum number of lags used for error term correction.

-
...
+
...

Arguments passed to unit root test function.

-
model
+
model

Determines the deterministic part in the test regression.

Value

- - -

A vector of numeric features for the test's statistic and p-value.

+

A vector of numeric features for the test's statistic and p-value.

Details

@@ -132,15 +132,15 @@

See also

-

Site built with pkgdown 2.0.9.

+

Site built with pkgdown 2.1.0.

- - + + diff --git a/dev/reference/unitroot_ndiffs.html b/dev/reference/unitroot_ndiffs.html index 6fa6da1e..262e1527 100644 --- a/dev/reference/unitroot_ndiffs.html +++ b/dev/reference/unitroot_ndiffs.html @@ -1,10 +1,10 @@ -Number of differences required for a stationary series — unitroot_ndiffs • feastsNumber of differences required for a stationary series — unitroot_ndiffs • feasts - +
- +
@@ -92,35 +92,35 @@

Number of differences required for a stationary series

Arguments

-
x
+ + +
x

A vector to be tested for the unit root.

-
alpha
+
alpha

The level of the test.

-
unitroot_fn
+
unitroot_fn

A function (or lambda) that provides a p-value for a unit root test.

-
differences
+
differences

The possible differences to consider.

-
...
+
...

Additional arguments passed to the unitroot_fn function

-
.period
+
.period

The period of the seasonality.

Value

- - -

A numeric corresponding to the minimum required differences for stationarity.

+

A numeric corresponding to the minimum required differences for stationarity.

Details

@@ -143,15 +143,15 @@

Details

-

Site built with pkgdown 2.0.9.

+

Site built with pkgdown 2.1.0.

- - + + diff --git a/dev/reference/unitroot_nsdiffs.html b/dev/reference/unitroot_nsdiffs.html new file mode 100644 index 00000000..58c81c1d --- /dev/null +++ b/dev/reference/unitroot_nsdiffs.html @@ -0,0 +1,8 @@ + + + + + + + + diff --git a/dev/reference/unitroot_pp.html b/dev/reference/unitroot_pp.html new file mode 100644 index 00000000..0d3dcf52 --- /dev/null +++ b/dev/reference/unitroot_pp.html @@ -0,0 +1,8 @@ + + + + + + + + diff --git a/dev/reference/var_tiled_mean.html b/dev/reference/var_tiled_mean.html new file mode 100644 index 00000000..be2d1295 --- /dev/null +++ b/dev/reference/var_tiled_mean.html @@ -0,0 +1,8 @@ + + + + + + + + diff --git a/dev/sitemap.xml b/dev/sitemap.xml index 537bd86d..c91d41ac 100644 --- a/dev/sitemap.xml +++ b/dev/sitemap.xml @@ -1,111 +1,42 @@ - - - - https://feasts.tidyverts.org/articles/feasts.html - - - https://feasts.tidyverts.org/articles/index.html - - - https://feasts.tidyverts.org/authors.html - - - https://feasts.tidyverts.org/index.html - 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