From b2851a6d1e07f2a4485dc9831b183d31c1b102f7 Mon Sep 17 00:00:00 2001 From: Georgi Boshnakov Date: Wed, 3 Jun 2020 16:21:31 +0100 Subject: [PATCH] numerous additions --- DESCRIPTION | 6 +- NAMESPACE | 37 +- NEWS.md | 6 +- R/classCycle.R | 5 + R/cyclic.R | 52 +- R/trig.R | 705 ++++++++++++++++++ R/utils.R | 35 +- _pkgdown.yml | 5 + docs/articles/pcts_data.html | 33 +- .../figure-html/unnamed-chunk-10-1.png | Bin 0 -> 33824 bytes .../figure-html/unnamed-chunk-7-1.png | Bin 17879 -> 18012 bytes .../figure-html/unnamed-chunk-8-1.png | Bin 31855 -> 18012 bytes .../figure-html/unnamed-chunk-9-1.png | Bin 33758 -> 31987 bytes docs/news/index.html | 3 +- docs/pkgdown.yml | 2 +- docs/reference/Cyclic.html | 6 +- docs/reference/PeriodicMTS-class-1.png | Bin 31692 -> 31797 bytes docs/reference/PeriodicMTS-class-2.png | Bin 31695 -> 31808 bytes docs/reference/PeriodicMTS-class-3.png | Bin 33241 -> 33330 bytes docs/reference/PeriodicMTS-class-4.png | Bin 29576 -> 29676 bytes docs/reference/PeriodicMTS-class.html | 8 +- docs/reference/SubsetPM-class.html | 271 +++++++ docs/reference/as_date-methods.html | 2 +- docs/reference/autocovariances-methods.html | 2 +- docs/reference/availStart-1.png | Bin 30750 -> 30869 bytes docs/reference/availStart.html | 225 +++++- docs/reference/dataFranses1996-1.png | Bin 63018 -> 62995 bytes docs/reference/dataFranses1996-2.png | Bin 17278 -> 17398 bytes docs/reference/dataFranses1996-3.png | Bin 31206 -> 31324 bytes docs/reference/dataFranses1996-4.png | Bin 33241 -> 33330 bytes docs/reference/dataFranses1996.html | 8 +- docs/reference/ex1f.html | 3 +- docs/reference/fit_trigPAR_optim.html | 251 +++++++ .../four_stocks_since2016_01_01.html | 2 +- docs/reference/index.html | 30 + docs/reference/maxLag-methods.html | 18 +- docs/reference/nCycles-1.png | Bin 31139 -> 31196 bytes docs/reference/nCycles-2.png | Bin 19041 -> 32687 bytes docs/reference/pc.acf2model.html | 3 +- docs/reference/pcPlot-1.png | Bin 31139 -> 31196 bytes docs/reference/pcPlot-2.png | Bin 19041 -> 32687 bytes docs/reference/pcPlot-3.png | Bin 21246 -> 21367 bytes docs/reference/pcPlot-4.png | Bin 16098 -> 26718 bytes docs/reference/pcalg1.html | 3 +- docs/reference/pcalg1util.html | 3 +- docs/reference/pcarma_solve.html | 2 +- docs/reference/pcts-package-1.png | Bin 29576 -> 29676 bytes docs/reference/pcts-package-2.png | Bin 12802 -> 19201 bytes docs/reference/pcts-package-3.png | Bin 24744 -> 24861 bytes docs/reference/pcts-package.html | 2 +- docs/reference/pcts_exdata.html | 216 ++++++ docs/reference/pcts_reexports.html | 8 + docs/reference/sim_pc-1.png | Bin 62390 -> 62474 bytes docs/reference/sim_pc.html | 2 +- docs/reference/zoo-class.html | 5 +- man/SubsetPM-class.Rd | 97 +++ man/as_date-methods.Rd | 22 +- man/autocovariances-methods.Rd | 2 +- man/availStart.Rd | 73 +- man/fit_trigPAR_optim.Rd | 84 +++ man/maxLag-methods.Rd | 26 +- man/pcts_exdata.Rd | 71 ++ man/pcts_reexports.Rd | 7 + tests/testthat/test-fitPM.R | 9 +- tests/testthat/test-periodicModels.R | 2 +- tests/testthat/test-periodicTS.R | 32 +- tests/testthat/test-trig.R | 101 +++ tests/testthat/test-utils.R | 14 + vignettes/pcts_data.Rmd | 20 +- vignettes/pcts_data.html | 464 ++++++++++++ 70 files changed, 2871 insertions(+), 112 deletions(-) create mode 100644 R/trig.R create mode 100644 docs/articles/pcts_data_files/figure-html/unnamed-chunk-10-1.png create mode 100644 docs/reference/SubsetPM-class.html create mode 100644 docs/reference/fit_trigPAR_optim.html create mode 100644 docs/reference/pcts_exdata.html create mode 100644 man/SubsetPM-class.Rd create mode 100644 man/fit_trigPAR_optim.Rd create mode 100644 man/pcts_exdata.Rd create mode 100644 tests/testthat/test-trig.R create mode 100644 vignettes/pcts_data.html diff --git a/DESCRIPTION b/DESCRIPTION index 68aa0d9..31f8070 100644 --- a/DESCRIPTION +++ b/DESCRIPTION @@ -9,7 +9,7 @@ Description: Classes and methods for modelling and simulation of , Boshnakov (1996) . Version: 0.15-0 -Date: 2020-04-18 +Date: 2020-06-03 Author: Georgi N. Boshnakov Maintainer: Georgi N. Boshnakov Depends: R (>= 3.5.0) @@ -18,7 +18,7 @@ Imports: methods, sarima, Matrix, BB, PolynomF (>= 2.0-2), gbutils, zoo, xts, st Suggests: testthat, pear, fUnitRoots, partsm, knitr, rmarkdown RdMacros: Rdpack LazyData: yes -URL: https://geobosh.github.io/pcts https://github.com/GeoBosh/pcts +URL: https://geobosh.github.io/pcts (website) https://github.com/GeoBosh/pcts (devel) BugReports: https://github.com/GeoBosh/pcts/issues License: GPL (>= 2) Collate: @@ -26,6 +26,6 @@ Collate: pc03simu.r acfsums.R pcls.R pcarma_model.R pcarma_acf.R generics.R autocovariances.R classCycle.R pcFilterClasses.R PeriodicClasses.R cyclic.R FittedPeriodicModels.R fitPM.R pcTest.R - PeriodicVector.R sim.R optimcore.R + PeriodicVector.R sim.R optimcore.R trig.R RoxygenNote: 7.1.0 VignetteBuilder: knitr diff --git a/NAMESPACE b/NAMESPACE index 5737a27..7592154 100644 --- a/NAMESPACE +++ b/NAMESPACE @@ -6,11 +6,11 @@ importFrom(gbutils,nposargs,isargunnamed,isNA) importFrom(graphics, boxplot, layout, par, points, lines, axis, mtext) importFrom(utils, capture.output, str) -importFrom(stats, ARMAacf, Box.test, C, as.formula, +importFrom(stats, complete.cases, ARMAacf, Box.test, C, as.formula, frequency, start, end, cycle, deltat, time, window, "window<-", lm, na.exclude, nls, optim, pchisq, pnorm, qnorm, rnorm, runif, - residuals, fitted, predict, printCoefmat, + residuals, fitted, predict, printCoefmat, weighted.residuals, ts, as.ts, monthplot) importFrom(lubridate, minutes, hm, ymd, is.Date, weeks, days, period, @@ -77,12 +77,20 @@ S3method(availStart, matrix) S3method(availEnd, default) S3method(availEnd, matrix) +## zoo::na.trim +S3method(na.trim, PeriodicTS) +S3method(na.trim, PeriodicMTS) + + S3method(residuals, FittedPeriodicArModel) S3method(residuals, FittedPM) S3method(fitted, FittedPM) S3method(predict, FittedPM) +S3method(predict, SubsetPM) + + exportMethods( head, tail, @@ -100,7 +108,12 @@ exportMethods( sigmaSq, as_date, - as_datetime + as_datetime, + + coef, + residuals, + fitted, + vcov ) # exportClassPattern("^[^\\.]") @@ -169,7 +182,9 @@ exportClasses( VirtualPeriodicStationaryModel, VirtualPeriodicWhiteNoiseModel, zoo, - zooreg + zooreg, + + SubsetPM ) @@ -348,9 +363,13 @@ export( , meanvarcheck , Cyclic - # these don't get registered without exporting - # something related to base:as.Date being masked by zoo::as.Date? - # , as.Date.PeriodicTimeSeries + ## these don't get registered without exporting + ## something related to base:as.Date being masked by zoo::as.Date? + ## I am importing zoo and zoo::as.Date, hence calls from inside the package use that. + ## However, if I don't reexport zoo::as.Date, then calls outside the package will be to ## base::as.Date. + ## So, reexport zoo::as.Date(). + ## TODO: selectively import from zoo? + , as.Date , as.Date.Cyclic , as.Date.PeriodicTimeSeries @@ -393,5 +412,7 @@ export( modelCoef - +, fit_trigPAR_optim +, pcts_exdata +, na.trim # from zoo ) diff --git a/NEWS.md b/NEWS.md index 77a7f6d..9c9131d 100644 --- a/NEWS.md +++ b/NEWS.md @@ -1,6 +1,10 @@ # Version 0.15.0 -- consolidate the dependencies. +- new methods for `zoo::na.trim`. + +- new subset PAR models with trigonometric parameterisation. + +- consolidated the dependencies. - vastly improved support for dates/times. diff --git a/R/classCycle.R b/R/classCycle.R index 2965a74..4613f1d 100644 --- a/R/classCycle.R +++ b/R/classCycle.R @@ -897,6 +897,11 @@ as.POSIXct.Cyclic <- function(x, ...){ .cycle_and_pair2time(x@cycle, x@pcstart) } +setMethod("as_date", "Cyclic", + function(x, ...){ + as_date(as_datetime(x, ...)) + }) + Pctime <- function(x, cycle, ...){ if(missing(cycle)){ if(is(x, "Cyclic")){ # TODO: separate handling for PeriodicTimeSeries diff --git a/R/cyclic.R b/R/cyclic.R index 4df6f4d..46ccdfc 100644 --- a/R/cyclic.R +++ b/R/cyclic.R @@ -862,24 +862,29 @@ setMethod("tail", "PeriodicTimeSeries", window(x, start = start) }) -availStart <- function(x) UseMethod("availStart") -availStart.default <- function(x){ +availStart <- function(x, any = TRUE) UseMethod("availStart") +availStart.default <- function(x, any = TRUE){ ind <- match(FALSE, is.na(as.vector(x))) if(is.na(ind)) stop("No non-missing values in x") ind2pctime(ind, start(x), nSeasons(x)) } -availStart.matrix <- function(x){ +availStart.matrix <- function(x, any = TRUE){ m <- as.matrix(x) - ind <- min(apply(m, 2, function(obj) match(FALSE, is.na(obj)) )) + ind <- if(any) + min(apply(m, 2, function(obj) match(FALSE, is.na(obj)) )) + else # all + match(TRUE, complete.cases(m)) + if(is.na(ind)) - stop("No non-missing values in x") + stop(if(any) "No non-missing values in x" else "No complete cases in x" ) + ind2pctime(ind, start(x), nSeasons(x)) } -availEnd <- function(x) UseMethod("availEnd") -availEnd.default <- function(x){ +availEnd <- function(x, any = TRUE) UseMethod("availEnd") +availEnd.default <- function(x, any = TRUE){ y <- rev(as.vector(x)) ind <- match(FALSE, is.na(y)) if(is.na(ind)) @@ -888,15 +893,42 @@ availEnd.default <- function(x){ ind2pctime(ind, start(x), nSeasons(x)) } -availEnd.matrix <- function(x){ +availEnd.matrix <- function(x, any = TRUE){ m <- as.matrix(x) - ind <- min(apply(m, 2, function(obj) match(FALSE, is.na(rev(obj))) )) + ## TODO: use complete.cases() + ind <- if(any) + min(apply(m, 2, function(obj) match(FALSE, is.na(rev(obj))) )) + else + match(TRUE, rev(complete.cases(m))) + if(is.na(ind)) - stop("No non-missing values in x") + stop(if(any) "No non-missing values in x" else "No complete cases in x" ) + ind <- nrow(m) - ind + 1 ind2pctime(ind, start(x), nSeasons(x)) } +na.trim.PeriodicTS <- function (object, sides = c("both", "left", "right"), ...){ + switch(match.arg(sides), + both = window(object, start = availStart(object), end = availEnd(object)), + left = window(object, start = availStart(object)), + right = window(object, end = availEnd(object)) + ) +} + +na.trim.PeriodicMTS <- + function (object, sides = c("both", "left", "right"), is.na = c("any", "all"), ...){ + any <- match.arg(is.na) == "all" + sides <- match.arg(sides) + if(sides != "right") start <- availStart(object, any) + if(sides != "left") end <- availEnd(object, any) + switch(sides, + both = window(object, start = start, end = end), + left = window(object, start = start), + right = window(object, end = end) + ) + } + setMethod("plot", c(x = "PeriodicTS", y = "missing"), function(x, y, main = NULL, ...){ ## for now just call the base "ts" method diff --git a/R/trig.R b/R/trig.R new file mode 100644 index 0000000..ede013e --- /dev/null +++ b/R/trig.R @@ -0,0 +1,705 @@ +## Anderson (1971), p. 112-113 +Mtrig <- function(period, harmonics = NULL){ + flag <- period %% 2 == 0 + + if(is.null(harmonics)){ + npairs <- period %/% 2 - flag # or: if(flag) period / 2 - 1 else (period - 1) / 2 + + mt <- .row(c(period, npairs)) # matrix(1:period, nrow = period, ncol = npairs) + mk <- .col(c(period, npairs)) # matrix(1:npairs, nrow = period, ncol = npairs, byrow = TRUE) + m <- mt * mk * 2/period # pointwise multiplication + + wh_flags <- 1:ncol(m) + }else{ + npairs_max <- period %/% 2 - flag # or: if(flag) period / 2 - 1 else (period - 1) / 2 + + pairs <- which((1:npairs_max) %in% harmonics) + npairs <- length(pairs) + if(npairs > 0){ + mt <- matrix(1:period, nrow = period, ncol = npairs) + mk <- matrix(pairs, nrow = period, ncol = npairs, byrow = TRUE) + m <- mt * mk * 2/period # pointwise multiplication + }else{ + m <- matrix(numeric(0), nrow = period, ncol = npairs) + } + } + + wrk <- rbind(cospi(m), sinpi(m)) + ## reshape to make alternate cos, sin, cos, sin, ... + res <- matrix(wrk, nrow = period) + + if(is.null(harmonics) || 0 %in% harmonics) + res <- cbind(1/sqrt(2), res) + + if(flag && (is.null(harmonics) || (period/2) %in% harmonics)){ + res <- cbind(res, rep(c(-1, 1)/sqrt(2), length.out = period)) + } + + ## 2020-05-25 multiplying by sqrt(2/T), + ## TODO: did I initially leave this out on purpose? + res <- sqrt(2/period) * res + + .harmonics(res) <- harmonics + + res +} + +## for now just set or get attribute 'harmonics' +## TODO: need more meaningful processing here +`.harmonics<-` <- function(x, ..., value){ + attr(x, "harmonics") <- value + x +} + +.harmonics <- function(x){ + attr(x, "harmonics") +} + +.harmonics_names <- function(h, period){ + ## h <- attr(x, "harmonics") + if(length(h) == 0) + h <- 0:(period %/% 2) + + half <- period / 2 + flag <- period %% 2 == 0 + wrk <- lapply(h, + function(x){ + if(x == 0 || x == half) + paste0("h", x) + else + paste0("h", x, c("cos", "sin")) + }) + unlist(wrk) +} + +.harmonics_names2 <- function(h, period, order, sintercept){ + ## TODO: this needs more careful processing of 'h', especially with sintercept + wrk <- .harmonics_names(h, period) + res <- lapply(1:order, function(x) paste0("Lag", x, "_", wrk)) + if(length(sintercept) > 0 && sintercept) + res <- list(paste0("C", "_", wrk), res) + unlist(res) +} + +.harmonics_names3 <- function(h, period, order, sintercept){ + ## TODO: this needs more careful processing of 'h', especially with sintercept + wrk <- .harmonics_names(h, period * (order + sintercept)) + wrk +} + +.harmonics_names4 <- function(h, period, order, sintercept){ + ## TODO: this needs more careful processing of 'h', especially with sintercept + wrk <- .harmonics_names(h, period * order) + if(sintercept) + wrk <- c(paste0("C_", .harmonics_names(h, period)), wrk) + wrk +} + +Mtrig_Lund <- function(period, order, harmonics = NULL, sintercept = FALSE){ + if(is.null(harmonics) || is.numeric(harmonics)){ + m <- Mtrig(period, harmonics) + wrk <- lapply(1:(sintercept + order), function(x) m) #todo: is there a simpler way to make this list? + mat <- bdiag(wrk) + .harmonics(mat) <- harmonics + }else if(is.list(harmonics)){ + ## TODO: verify that other functions process this correctly + ## (until that is done, assume they do not)) + wrk <- lapply(1:(sintercept + order), function(ind) Mtrig(period, harmonics[[ind]])) + mat <- bdiag(wrk) + .harmonics(mat) <- lapply(wrk, .harmonics) + }else{ + stop("argument harmonics is of unsupported class") + } + + mat +} + +## Mrig with intercept, this is for "vecbyrow" +sMtrig <- function(period, order, harmonics = NULL, sintercept = FALSE){ + ## TODO: the result should indicate somehow the different cases below + if(sintercept){ + merge.flag <- isTRUE(attr(sintercept, "merge")) + if(merge.flag){ + mat <- Mtrig((1 + order) * period, harmonics) + mat + }else{ + if(is.list(harmonics) && length(harmonics) == 1) + ## remove redundant 'list' wrapper + harmonics <- harmonics[[1]] + + if(is.list(harmonics)){ + h.si <- harmonics[[1]] + h.phi <- harmonics[-1] + if(length(h.phi) == 1) + h.phi <- h.phi[[1]] + }else{ + h.si <- h.phi <- harmonics + } + msi <- Mtrig(period, h.si) + mphi <- Mtrig(period * order, h.phi) + mat <- bdiag(msi, mphi) + .harmonics(mat) <- harmonics # or lapply(list(msi, mphi), .harmonics) ? + + mat + } + }else + Mtrig(order * period, harmonics) +} + +## take the rows of M corresponding to season +HsM <- function(season, period, order, M, sintercept = FALSE){ + ind <- if(!sintercept) + (season - 1) * order + 1:order + else if(isTRUE(attr(sintercept, "merge"))) + (season - 1) * (order + sintercept) + 1:(order + sintercept) + else # all intercepts are before the phi parameters + c(season, period + (season - 1) * order + 1:order) + + M[ind, , drop = FALSE] +} + +## take the rows of M corresponding to season +HsM_Lund <- function(season, period, order, M, sintercept = FALSE){ + ind <- (1:(order + sintercept) - 1) * period + season + M[ind, , drop = FALSE] +} + +data_trig <- function(x, order, period, sintercept = FALSE, + seasonof1st = 1, type = c("vecbyrow", "bylag"), harmonics){ + ## x - ts, order - PAR order + stopifnot(length(order) == 1) + + type <- match.arg(type) + + ## TODO: more efficient implementation + n <- length(x) + y <- x[(order + 1):n] + + Xorig <- sapply(order:1, function(start) x[start : (n - (order - (start - 1)))]) + if(sintercept) + Xorig <- cbind(1, Xorig) + + seasons <- 1:period + if(seasonof1st > 1) + seasons <- seasons[c(seasonof1st : period, 1 : (seasonof1st - 1))] + seasons <- PeriodicVector(seasons)[order + 1:period] + + M <- if(type == "vecbyrow") + ## Mtrig(order * period, harmonics) + sMtrig(period, order, harmonics, sintercept = sintercept) + else + Mtrig_Lund(period, order, harmonics, sintercept = sintercept) + + nr <- nrow(Xorig) + + X <- matrix(NA_real_, nrow = nr, ncol = ncol(M)) + + if(type == "vecbyrow"){ + for(i in 1:period){ + s <- seasons[i] + hsm <- HsM(s, period, order, M, sintercept = sintercept) + + ind <- seq(i, nr, by = period) + X[ind, ] <- as.matrix(Xorig[ind, ] %*% hsm) + } + }else{ + for(i in 1:period){ + s <- seasons[i] + hsm <- HsM_Lund(s, period, order, M, sintercept = sintercept) + + ind <- seq(i, nr, by = period) + ## the class of rhs is from 'Matrix', + ## todo: without as.matrix the assignment gives error. + ## Report as a possible bug? Probably not, '[<-' is internal generic + ## and the method for ordinary matrices is probably triggered. + X[ind, ] <- as.matrix(Xorig[ind, ] %*% hsm) + } + } + + list(y = y, X = X, period = period, seasonof_y_1 = seasons[1], type = type, M = M, + harmonics = harmonics, sintercept = sintercept) +} + +setClass("SubsetPM", + slots = c( + theTS = "ANY", # dali da e part of the model? + period = "integer", + order = "integer", + findex = "function", # see `ind' in HsM and HsM_Lund + harmonics = "integer", # integer(0) if not applicable (but what that means?) + call = "call", + other = "namedList" + ) + ) + +## setGeneric("@<-") +## setMethod("@<-", "SubsetPM", +## function(object, name, value){ +## object@name <- value +## object@other <- "Ah" +## object +## } +## ) + +`@<-.SubsetPM` <- + function(object, name, value){ + ## this of course leads to infinite recursion: + ## object@name <- value + ## object@other <- "Ah" + slot(object, name) <- value + slot(object, "other") <- "Ah" # TODO: this is for testing only! + object + } + +## TODO: sintercept etc.? +fit_trigPAR <- function(x, order, nseasons, seasonof1st = 1, maxiter = 200, tol = 1e-7, + weights, verbose = TRUE){ + CALL <- match.call() + data <- data_trig(x, order, nseasons, seasonof1st = seasonof1st, harmonics = NULL) + + nr <- nrow(data$X) + if(missing(weights)) + weights <- rep(nseasons, nr) + else + weights <- rep(weights, length.out = nr) + niter <- 0 + sumsqold <- Inf + sigma2 <- Inf + ## for now simple iteration + repeat { + niter <- niter + 1 + fit <- lm(y ~ 0 + X, data = data[c("y", "X")], weights = weights) + ## values of the objective function + eps <- weighted.residuals(fit) + sumsq <- sum(eps^2) / nr + + ## new estimate for sigma2 + sigma2 <- sapply(1:nseasons, + function(i){ + ind <- seq(i, nr, by = nseasons) + ## !!! Note: non-weighted + sum(residuals(fit)[ind]^2) / length(ind) + }) + + if(verbose){ + cat("sumsq: ", sumsq, "\n", + "abs(sumsqold - sumsq)", abs(sumsqold - sumsq), "\n", + "sigma2: ", sigma2, "\n", + "sigma2/sum(sigma2)", sigma2/sum(sigma2), "\n") + } + + weights <- rep(sum(sigma2) / sigma2, length.out = nr) + if(abs(sumsqold - sumsq) < tol) + ## TODO: do a final lm() here? - answer: no? + break + + if(niter >= maxiter) + break + sumsqold <- sumsq + } + ## TODO: need to relabel the coefficients, so that they correspond to actual seasons + ## when seasonof1st > 1 + if(verbose) + cat("niter = ", niter, "\n") +#browser() + + other <- new("namedList", list(fit = fit, data = data, sigma2 = sigma2, sumsq = sumsq)) + + res <- new("SubsetPM", + theTS = x, + period = as.integer(nseasons), + order = as.integer(order), + ##findex = , + ##harmonics = harmonics, # TODO: currently there is no argument 'harmonics' for this f. + call = CALL, + other = other + ) + + res +} + +fit_trigPAR_optim <- function(x, order, nseasons, seasonof1st = 1, maxiter = 200, + harmonics = NULL, sintercept = FALSE, + tol = 1e-7, type = c("vecbyrow", "bylag"), verbose = TRUE){ + type <- match.arg(type) + + CALL <- match.call() + + data <- data_trig(x, order, nseasons, seasonof1st = seasonof1st, type = type, + harmonics = harmonics, sintercept = sintercept) + + nr <- nrow(data$X) + + f <- function(x){ # is log sigma2 + sigma2 <- exp(x) + sigma2 <- sigma2 / sum(sigma2) + weights <- rep(1/sigma2, length.out = nr) +#print(weights) + fit <- lm(y ~ 0 + X, data = data[c("y", "X")], weights = weights) + # eps <- residuals(fit) + # + # sigma2 <- sapply(1:nseasons, + # function(i){ + # ind <- seq(i, nr, by = nseasons) + # ## !!! Note: non-weighted + # sum(eps[ind]^2) / length(ind) + # }) + # weights <- rep(1/sigma2, length.out = nr) + # sumsq <- sum(weights * eps^2) / nr + sumsq <- sum(weighted.residuals(fit)^2) / nr +if(verbose){ + print(sigma2) + print(sumsq) +} + sumsq + } + + wrk <- optim(rep(0, nseasons), f, control = list(reltol = tol)) + + sigma2 <- exp(wrk$par) + sigma2 <- sigma2 / sum(sigma2) + weights <- rep(1/sigma2, length.out = nr) + fit <- lm(y ~ 0 + X, data = data[c("y", "X")], weights = weights) + + e <- residuals(fit) + sigma2ls <- .permean(e^2, nseasons) + + # res <- list(fit = fit, data = data, + # optim = wrk, type = type, sigma2ls = sigma2ls, sigma2optim = sigma2) + + other <- new("namedList", + list(fit = fit, data = data, ##sigma2 = sigma2, sumsq = sumsq + optim = wrk, type = type, sigma2ls = sigma2ls, sigma2optim = sigma2 + )) + + res <- new("SubsetPM", + theTS = x, + period = as.integer(nseasons), + order = as.integer(order), + ##findex = , + ##harmonics = harmonics, # TODO: currently there is no argument 'harmonics' for this f. + call = CALL, + other = other + ) + + res +} + +.permean <- function(x, nseasons){ + n <- length(x) + sapply(1:nseasons, + function(i){ + ind <- seq(i, n, by = nseasons) + sum(x[ind]) / length(ind) + }) +} + +## TODO: add argument to convert to "phi" +setMethod("coef", "SubsetPM", + function(object, type = NULL, ..., matrix = FALSE){ + ## passing "..." but (:TODO:) for "standardize" it is not clear + ## if the weights need to be updated with the final estimate of sigma2. + ## + ## TODO: this could be sorted out by doing final lm() in the fitting functions, + ## but this is like chiken and egg. It is better to assume that the + ## fitting function has reached a fixed point. + co <- coef(object@other$fit, ...) # object@other$fit$coef + objtype <- object@other$type + period <- object@period + order <- object@order + if(!is.null(type) && objtype != type){ + beta <- as.vector(object@other$data$M %*% co) + ## phi2C expects matrix + phi <- if(objtype == "vecbyrow") + matrix(beta, nrow = object@period, byrow = TRUE) + else # "bylag" + matrix(beta, nrow = object@period) + co <- phi2C(phi, type = type) + } + + sintercept <- object@other$data$sintercept + if(matrix){ + ## convert to matrix + if(objtype == "vecbyrow"){ + merge.flag <- isTRUE(attr(sintercept, "merge")) + if(sintercept && !merge.flag){ + ## co <- cbind(co[1:period], matrix(co[-(1:period)], + ## nrow = object@period, + ## byrow = TRUE )) + co <- matrix(co, ncol = 1) + ## colnames(co) <- .harmonics_names(object@harmonics, period * order) + rownames(co) <- .harmonics_names4(object@harmonics, period, order, sintercept) + }else{ + nams <- .harmonics_names3(object@harmonics, period, order, sintercept) + nr <- length(nams) + co <- matrix(co, ncol = 1) + rownames(co) <- nams + ## rnames <- .harmonics_names(object@harmonics, period) + ## nr <- length(rnames) + ## co <- matrix(co, nrow = nr, byrow = TRUE) + ## ## colnames(co) <- .harmonics_names(object@harmonics, period * (order + 1)) + ## colnames(co) <- c(if(sintercept) "Sintercept" else character(0), + ## paste0("Lag_", 1:order)) + ## + ## rownames(co) <- .harmonics_names(object@harmonics, period) + + } + }else{ + rnames <- .harmonics_names(object@harmonics, period) + nr <- length(rnames) + co <- matrix(co, nrow = nr) + ## colnames(co) <- .harmonics_names2(object@harmonics, period, order, + ## sintercept) + ## colnames(co) <- .harmonics_names2(object@harmonics, period, order, + ## sintercept) + colnames(co) <- c(if(sintercept) "Sintercept" else character(0), + paste0("Lag_", 1:order)) + + rownames(co) <- .harmonics_names(object@harmonics, period) + + } + ## rownames(co) <- paste0("S", 1:period) + }else{ + if(objtype == "vecbyrow"){ + merge.flag <- isTRUE(attr(sintercept, "merge")) + if(sintercept && !merge.flag){ + names(co) <- .harmonics_names4(object@harmonics, period, order, sintercept) + }else{ + nams <- .harmonics_names3(object@harmonics, period, order, sintercept) + names(co) <- nams + } + }else{ + names(co) <- .harmonics_names2(object@harmonics, period, order, + sintercept) + } + } + co + } + ) + +setMethod("residuals", "SubsetPM", + function(object, ...){ + ## passing "..." but (:TODO:) for "standardize" it is not clear + ## if the weights need to be updated with the final estimate of sigma2. + ## + ## TODO: this could be sorted out by doin final lm() in the fitting functions, + ## but this is like chiken and egg. It is better to assume that the + ## fitting function has reached a fixed point. + residuals(object@other$fit, ...) + } + ) + +setMethod("fitted", "SubsetPM", + function(object, ...){ + fitted(object@other$fit, ...) + } + ) + +setMethod("vcov", "SubsetPM", + function(object, ...){ + vcov(object@other$fit, ...) + } + ) + +## setMethod("confint", "SubsetPM", +## function(object, ...){ +## vcov(object@other$fit, ...) +## } +## ) + +## see also sarima:::predict.Sarima +predict.SubsetPM <- function (object, n.ahead = 1, se.fit = FALSE, ...){ + if(se.fit){ + se <- NULL + stop("'se.fit = TRUE' not implemented yet") + } + + stopifnot(length(n.ahead) == 1, n.ahead >= 1) + + type <- object@other$type + stopifnot(!is.null(type)) + + seasonof1st <- object@other$data$seasonof_y_1 + stopifnot(!is.null(seasonof1st)) + + period <- object@period + order <- object@order + + n <- nTicks(theTS(object)) + seasons <- 1:period + if(seasonof1st > 1) + seasons <- seasons[c(seasonof1st : period, 1 : (seasonof1st - 1))] + seasons <- PeriodicVector(seasons)[n + 1:n.ahead] + + ## TODO: can be made more efficient + co <- coef(object) + + pred <- numeric(n.ahead) + + sintercept <- object@other$data$sintercept + + xt <- object@theTS[n:(n - order + 1)] + if(sintercept) + xt <- c(1, xt) + + stopifnot(length(xt) == order + sintercept) + + M <- if(type == "vecbyrow") + ## Mtrig(order * period, harmonics = object@other$data$harmonics) + sMtrig(period, order, harmonics = object@other$data$harmonics, sintercept = sintercept) + else + Mtrig_Lund(period, order, harmonics = object@other$data$harmonics, + sintercept = sintercept) + + xt.len <- length(xt) # == sintercept + order + if(type == "vecbyrow"){ + for(i in 1:n.ahead){ + s <- seasons[i] + hsm <- HsM(s, period, order, M, sintercept = sintercept) + + ## ind <- seq(i, nr, by = period) + ## X[ind, ] <- Xorig[ind, ] %*% hsm + design.row <- xt %*% hsm + pred[i] <- as.vector(design.row %*% co) + xt <- if(sintercept) + c(xt[1], pred[i], xt[-c(1,xt.len)]) + else + c(pred[i], xt[-xt.len]) + } + }else{ + for(i in 1:n.ahead){ + s <- seasons[i] + hsm <- HsM_Lund(s, period, order, M, sintercept = sintercept) + + # ind <- seq(i, nr, by = period) + # ## the class of rhs is from 'Matrix', + # ## todo: without as.matrix the assignment gives error. + # ## Report as a possible bug? Probably not, '[<-' is internal generic + # ## and the method for ordinary matrices is probably triggered. + # X[ind, ] <- as.matrix(Xorig[ind, ] %*% hsm) + design.row <- xt %*% hsm + pred[i] <- as.vector(design.row %*% co) + xt <- if(sintercept) + c(xt[1], pred[i], xt[-c(1, xt.len)]) + else + c(pred[i], xt[-xt.len]) + } + } + + + if(se.fit) + list(pred = pred, se = se) + else + pred + } + +## object here is "SubsetPM" +## get the ordinary phi_tk coefficients of PAR +fromSubsetPM <- function(object){ + ## TODO: remove this function + ## + ## TODO: a wrote this a month after the other trig functions, + ## and had forgotten that this can be done by a one-liner. + ## + ## actual, the coef() method for SubsetPM should have rgument to ask for these. + type <- object@other$type + stopifnot(!is.null(type)) + + seasonof1st <- object@other$data$seasonof_y_1 + stopifnot(!is.null(seasonof1st)) + + period <- object@period + order <- object@order + + seasons <- 1:period + co <- coef(object) + + sintercept <- object@other$data$sintercept + + M <- if(type == "vecbyrow") + # Mtrig(order * period, harmonics = object@other$data$harmonics) + sMtrig(period, order, harmonics = object@other$data$harmonics, sintercept = sintercept) + else + Mtrig_Lund(period, order, harmonics = object@other$data$harmonics, + sintercept = sintercept) + + res <- matrix(NA_real_, nrow = period, ncol = order) + ## put coef for each season in a row + if(type == "vecbyrow"){ + for(i in 1:period){ + ## s <- seasons[i] + s <- i + hsm <- HsM(s, period, order, M, sintercept = sintercept) + res[s, ] <- hsm %*% co + } + }else{ + for(i in 1:period){ + ## s <- seasons[i] + s <- i + hsm <- HsM_Lund(s, period, order, M, sintercept = sintercept) + res[s, ] <- as.vector(hsm %*% co) # without as.vector - error, + # but why not also when "vecbyrow"? + # ((maybe because it is a row vector there!) + } + } + + res +} + +## get the ordinary phi_tk coefficients of PAR +## object here is matrix (nseasons, order) + +phi2C <- function(object, type = c("vecbyrow", "bylag"), sintercept = FALSE){ + if(sintercept) + stop("sintercept = TRUE not implemented yet for phi2C") + + type <- match.arg(type) + + period <- nrow(object) + order <- ncol(object) + + seasons <- 1:period + ## co <- coef(object) + + M <- if(type == "vecbyrow") + # Mtrig(order * period) # no 'harmonics', at least for now + sMtrig(period, order, sintercept = sintercept) + else + Mtrig_Lund(period, order, sintercept = sintercept) + + beta <- if(type == "vecbyrow") + as.vector(t(object)) + else + as.vector(object) + + co <- t(M) %*% beta # since beta = M %*% co and M is orthogonal +#browser() + as.vector(co) +} + +setMethod("show", "SubsetPM", + function(object){ + .reportClassName(object, "SubsetPM") + call <- paste(capture.output(print(object@call)), collapse = "\n") + cat("call = ", call, "\n", + "period = ", object@period, "\n", + "order = ", object@order, "\n", + ## "findex = " + "harmonics = ", + if(is.null(object@harmonics)) "ALL" else object@harmonics, "\n", + ## other + "type = ", object@other$type, "\n", + "include sintercept = ", object@other$data$sintercept, + + if(object@other$type == "vecbyrow" && + isTRUE(attr(object@other$data$sintercept, "merge"))) + "(merged with other coefficients)" else "", + "\n", + + "coef = ", coef(object), "\n", + "sigma2ls = ", object@other$sigma2ls, "\n", + "sigma2optim = ", object@other$sigma2optim, "\n", + "\n", sep = " ") + invisible(NULL) + } + ) diff --git a/R/utils.R b/R/utils.R index cef915a..2992fca 100644 --- a/R/utils.R +++ b/R/utils.R @@ -1,17 +1,34 @@ -workdata <- function(x, envir = parent.frame()){ - ## 'x' is ignored currently - x <- c("ap", "ap7to9", "pcfr", "pcfr2to4") +## TODO: remove workdata() later +pcts_exdata <- function(x, envir = parent.frame()){ + allnames <- c("ap", "ap7to9", "pcfr", "pcfr2to4") + if(missing(x)) + x <- allnames + else if(isNA(x)) + return(allnames) + else + stopifnot(is.character(x), length(x) > 0, all(x %in% allnames)) + + wrk <- vector("list", length(allnames)) + names(wrk) <- allnames - ap <- pcts(datasets::AirPassengers) - ap7to9 <- window(ap, seasons = 7:9) + if(any(c("ap", "ap7to9") %in% x)){ + wrk$ap <- pcts(datasets::AirPassengers) + if("ap7to9" %in% x) + wrk$ap7to9 <- window(wrk$ap, seasons = 7:9) + } ## without '::' there is a note from R CMD check ## no visible binding for global variable dataFranses1996 - pcfr <- pcts(pcts::dataFranses1996) - pcfr2to4 <- pcfr[2:4] + if(any(c("pcfr", "pcfr2to4") %in% x)){ + wrk$pcfr <- pcts(pcts::dataFranses1996) + if("pcfr2to4" %in% x) + wrk$pcfr2to4 <- wrk$pcfr[2:4] + } + + ## retain only requested objects + wrk <- wrk[x] - list2env(list(ap = ap, ap7to9 = ap7to9, pcfr = pcfr, pcfr2to4 = pcfr2to4), - envir = envir) + list2env(wrk, envir = envir) x } diff --git a/_pkgdown.yml b/_pkgdown.yml index bd3082d..c169525 100644 --- a/_pkgdown.yml +++ b/_pkgdown.yml @@ -18,6 +18,7 @@ reference: - "nSeasons-methods" - pclsdf - pclspiar + - fit_trigPAR_optim - pcTest - test_piar - pi1ar2par @@ -29,6 +30,8 @@ reference: - title: Datasets contents: - dataFranses1996 + - four_stocks_since2016_01_01 + - pcts_exdata - title: "Time series classes" contents: - "PeriodicTS-class" @@ -59,6 +62,7 @@ reference: - title: Classes contents: - "FittedPeriodicArModel-class" + - "FittedPeriodicArmaModel-class" - "ModelCycleSpec-class" - "PartialPeriodicAutocorrelations-class" - "PeriodicArModel-class" @@ -85,6 +89,7 @@ reference: - "SiPeriodicArModel-class" - "SiPeriodicArmaModel-class" - "SiPeriodicMaModel-class" + - "SubsetPM-class" - title: Other contents: - "ex1f" diff --git a/docs/articles/pcts_data.html b/docs/articles/pcts_data.html index 6225f00..27b11ca 100644 --- a/docs/articles/pcts_data.html +++ b/docs/articles/pcts_data.html @@ -83,9 +83,10 @@

-

“[” gives “PeriodicMTS” even with length one arg.

+

Subset as “PeriodicMTS”:

+
pcfr2to3 <- pcfr[2:3]
+plot(pcfr2to3)
+

+

“[” gives “PeriodicMTS” even with length one argument:

pcfr2to2  <- pcfr[2]
 pcfr2to2a <- pcfr["USTotalIPI"] # same

Use “[[” or $ to get “PeriodicTS”

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Version 0.15.0 Unreleased

    -
  • consolidate the dependencies.

  • +
  • added subset PAR models with trigonometric parameterisation.

  • +
  • consolidated the dependencies.

  • vastly improved support for dates/times.

  • use some datetime functions from lubridate, reexport lubridate::dateand lubridate::date<-.

  • first draft of a data vignette.

  • diff --git a/docs/pkgdown.yml b/docs/pkgdown.yml index 947a86a..8acf848 100644 --- a/docs/pkgdown.yml +++ b/docs/pkgdown.yml @@ -3,5 +3,5 @@ pkgdown: 1.5.1 pkgdown_sha: ~ articles: pcts_data: pcts_data.html -last_built: 2020-04-19T19:31Z +last_built: 2020-06-03T13:42Z diff --git a/docs/reference/Cyclic.html b/docs/reference/Cyclic.html index a8c4b9f..41262a7 100644 --- a/docs/reference/Cyclic.html +++ b/docs/reference/Cyclic.html @@ -135,13 +135,13 @@

    Create objects from class Cyclic

    Cyclic(cycle, start = NULL, ...)
     
     # S3 method for Cyclic
    -as.Date(x, ...)
    +as.Date(x, ...)
     
     # S3 method for Cyclic
     date(x)
     
     # S3 method for PeriodicTimeSeries
    -as.Date(x, ...)
    +as.Date(x, ...)

    Arguments

    @@ -200,7 +200,7 @@

    Examp #> Cycle: QuarterYearCycle #> Number of seasons: 4
    ap <- pcts(AirPassengers) -as.Date(ap)
    #> [1] "1949-01-01" "1949-02-01" "1949-03-01" "1949-04-01" "1949-05-01" +as.Date(ap)
    #> [1] "1949-01-01" "1949-02-01" "1949-03-01" "1949-04-01" "1949-05-01" #> [6] "1949-06-01" "1949-07-01" "1949-08-01" "1949-09-01" "1949-10-01" #> [11] "1949-11-01" "1949-12-01" "1950-01-01" "1950-02-01" "1950-03-01" #> [16] "1950-04-01" "1950-05-01" "1950-06-01" "1950-07-01" "1950-08-01" diff --git a/docs/reference/PeriodicMTS-class-1.png b/docs/reference/PeriodicMTS-class-1.png index 798dc32bdc6c57daee8c0d2d10a54571ff14edb3..f35acc80eaeee6eccf197859716200068115f34d 100644 GIT binary patch literal 31797 zcmeGDRZv||&^HR>uEE`cyF+jZ1h?Q8+}+*Xf@>f^aCdiicXx-4JDk1$@AF)J7vJ@% z^X@9D*05%}f73G4)6*+LQC<=m0UrSj3=CQ7hqy8r7_>VW7^EQ_B=A4yKa_fb4KPL7 zpWlJa|NHyD68QhD1nOAs!ok46!JL)lRlvX@AfcdPVBz2q5Rs5kP|?u8U|?clX!pC?qT*DklD2Lh^@{w2Z8r zyn>>VvdT|YHFXV5Eo~iLJ^fz>hDOFFre@|AmR8m_ws!Uoj!w=lu5Rugo?hNQzJC4z zfkD9`p<&?>kx|hxv2nlS6B3h>Q&Q8?GcvROWas?N&CCB+P*_x4Qd(ACQCU@8Q(ITx z(Ad=6(%RPE(b?7A)7#fSFgP?kGCDRsF*!9oGdnlGu(-6mvbwguvAMOqv%9x{aCmfl za(Z@tad`!}zPY`-e|UU)etCU+|M)D?7=Hm80=)eXO(!rgqA<`Oc-+CY2^bhDn3TB4 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    _Jit7kk6!P$}=gSeyW%d^tW{OcIfJ(2Es*h-i7S;09YwSX?? zs+G9|&RKa}St_u&tZqS4vpw4P;=^IcKA&e51@5Cdjl1cmv8?591~mj+jVy;1~bH@@Tn_wYtx;Z%1Fi<`QvL|E}I zfgxD?`OBf+1*PP?7&{p;`O%Y4zN-00M2KlD(u<>7NS@7Us;`GlX zi<5)_JrfVZRm0lv+P_i#fUyThbQm5|g?A8cC(0 zls>z~FhEhlxL-S}Mee!S%Df;eUUZ7*ovi?Cg8$fJ{vR0crQVQOKM1m|zI+b+%ciNO L_pCExamp ## extracting single time series as univariate class(pcfr[[4]]) # "PeriodicTS"

    #> [1] "PeriodicTS" #> attr(,"package") -#> [1] "pcts"
    identical(pcfr[[4]], pcfr$GermanyGNP ) # TRUE
    #> [1] TRUE
    identical(pcfr[[4]], pcfr[["GermanyGNP"]]) # TRUE
    #> [1] TRUE
    plot(pcfr[[4]])
    +#> [1] "pcts"
    identical(pcfr[[4]], pcfr$GermanyGNP ) # TRUE
    #> [1] TRUE
    identical(pcfr[[4]], pcfr[["GermanyGNP"]]) # TRUE
    #> [1] TRUE
    plot(pcfr[[4]])
    ## ... and as multivariate pcfr[4] # "PeriodicMTS"
    #> An object of class "PeriodicMTS" #> Slot "cycle": Object from built-in class 'QuarterYearCycle' @@ -353,9 +353,9 @@

    Examp #> Y1991_1 NA #> Y1991_2 NA #> Y1991_3 NA -#> Y1991_4 NA

    plot(pcfr[4])
    +#> Y1991_4 NA
    plot(pcfr[4])
    ## extracting more than one time series -plot(pcfr[2:4])
    summary(pcfr[2:4])
    #> USTotalIPI CanadaUnemployment GermanyGNP +plot(pcfr[2:4])
    summary(pcfr[2:4])
    #> USTotalIPI CanadaUnemployment GermanyGNP #> Min. : 37.10 Min. : 210.0 Min. :167.0 #> 1st Qu.: 61.30 1st Qu.: 372.8 1st Qu.:243.8 #> Median : 76.60 Median : 587.0 Median :328.2 @@ -364,7 +364,7 @@

    Examp #> Max. :118.30 Max. :1630.0 Max. :482.9 #> NA's :20 NA's :36 NA's :24

    pcfr2 <- pcfr[[2]] -plot(pcfr2)
    +plot(pcfr2)
    diff --git a/docs/reference/autocovariances-methods.html b/docs/reference/autocovariances-methods.html index 738fea9..a7005c5 100644 --- a/docs/reference/autocovariances-methods.html +++ b/docs/reference/autocovariances-methods.html @@ -157,7 +157,7 @@

    Methods

    See also

    autocorrelations-methods for autocorrelations; - autocovariances in package "sarima" + autocovariances in package "sarima" for further details.

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    KEG))Cqk^uy2YCU-HZw)S&MRW4AY*b}5= z{KiXzQ2>C7A&!-li@TXGV%+^hpYADIpY3@? zg0UzZRr~+|Y&eIh%9PFivx&1GZ_SHUb67kL*;fY7oAuxMkAxEmvLy&;)kswSHaPrr z;qQv<#GQSmbwR~`4g2QZ%BXWuR|!)uShSb zC?YErsD;=4RDG+!g`wNkWfpIhw|L*vOoq}2A+Oqe@B9Vkua-A~ES*{GGKSU`m%_v_ z4D1FZb(GN?qwXXG36s36$)Jv?Aoi90?xvUAqD5pUpDST^?N>|g&gndaguX0I8y%#7 z_%~%09T1~vv{lJvMYlTSEn!m!w_*Z>Ns(K6?dxU2$9^N63z92tZ`&$XO_^x@rx5tp z0tAG<98DXf2O;RUKiLftlDGlC{fzEFW?BgXMlbwx)<2vBfhp<6aZN7$ol(yR>Nhyk zA|i|$$`+?;G<*XvDcG=%WeuIB2ABYK)yP&r@l$O=Uk$(1gP#p{<}zN^8bRda?}92b zAQEU1c1#w^8HDRGkV=-h4bmLOwWWLY;I@#6NJE6&Ah+6s^Y6r#vTm^NuSTNLTR3rY z=rg$pWTime of first or last non-NA value

    Time of first or last non-NA value.

    -
    availStart(x)
    -availEnd(x)
    +
    availStart(x, any = TRUE)
    +
    +availEnd(x, any = TRUE)

    Arguments

    @@ -142,6 +143,16 @@

    Arg

    + + + +
    x

    a time series or similar object

    any + +

    logical flag for multivariate objects. The default TRUE + requests the first/last index containing any non-NA value. + FALSE requires that all values at + the first/last index must be non-NA.

    +

    Details

    @@ -176,7 +187,7 @@

    Examp #> Y1990 118.3 114.5 #> Y1991 111.4 112.4 116.0 113.9

tipi <- window(tipi, start = availStart(tipi), end = availEnd(tipi)) -start(tipi)
#> [1] 1960 1
end(tipi)
#> [1] 1991 4
plot(tipi)
+start(tipi)
#> [1] 1960 1
end(tipi)
#> [1] 1991 4
plot(tipi)
pcfr <- pcts(dataFranses1996) pcfr2to4 <- pcfr[2:4] @@ -206,8 +217,8 @@

Examp availStart(pcfr[[2]]) # 1960 Q1

#> [1] 1960 1
availStart(pcfr2to4) # 1960 Q1
#> [1] 1960 1
## time of last nonNA: availEnd(pcfr[[2]]) # 1991 Q4
#> [1] 1991 4
availEnd(pcfr[[3]]) # 1987 Q4
#> [1] 1987 4
availEnd(pcfr[[4]]) # 1990 Q4
#> [1] 1990 4
## but at least one of them is available for 1991 Q4, so: -availEnd(pcfr2to4) # 1991 Q4
#> [1] 1991 4
- +availEnd(pcfr2to4) # 1991 Q4
#> [1] 1991 4
## this requests the time of the last full record: +availEnd(pcfr2to4, any = FALSE) # 1987 Q4
#> [1] 1987 4
pcfr2to4a <- window(pcfr2to4, start = availStart(pcfr2to4), end = availEnd(pcfr2to4)) head(pcfr2to4a)
#> An object of class "PeriodicMTS" #> Slot "cycle": Object from built-in class 'QuarterYearCycle' @@ -219,7 +230,209 @@

Examp #> Y1960_3 38.5 334 198.0 #> Y1960_4 38.0 439 190.5 #> Y1961_1 37.1 703 180.1 -#> Y1961_2 39.2 480 184.9

tail(pcfr2to4a)
#> An object of class "PeriodicMTS" +#> Y1961_2 39.2 480 184.9
tail(pcfr2to4a, 20)
#> An object of class "PeriodicMTS" +#> Slot "cycle": Object from built-in class 'QuarterYearCycle' +#> Cycle start: Quarter_1 +#> +#> USTotalIPI CanadaUnemployment GermanyGNP +#> Y1987_1 101.5 1358 388.3 +#> Y1987_2 103.8 1197 402.4 +#> Y1987_3 107.3 1097 417.5 +#> Y1987_4 107.2 1016 431.6 +#> Y1988_1 107.6 NA 405.3 +#> Y1988_2 110.0 NA 416.6 +#> Y1988_3 113.5 NA 432.2 +#> Y1988_4 112.6 NA 446.4 +#> Y1989_1 113.6 NA 424.1 +#> Y1989_2 114.5 NA 436.3 +#> Y1989_3 115.6 NA 445.0 +#> Y1989_4 114.3 NA 460.6 +#> Y1990_1 114.3 NA 442.0 +#> Y1990_2 115.5 NA 452.1 +#> Y1990_3 118.3 NA 468.9 +#> Y1990_4 114.5 NA 482.9 +#> Y1991_1 111.4 NA NA +#> Y1991_2 112.4 NA NA +#> Y1991_3 116.0 NA NA +#> Y1991_4 113.9 NA NA
+## trim NA's from both ends, up to the firsxst/last full record: +pcfr2to4b <- window(pcfr2to4, start = availStart(pcfr2to4, FALSE), + end = availEnd(pcfr2to4, FALSE)) + +## TODO: need a better example here since the first non-NA value for all +## ts in pcfr2to4 is at the same + +## alternatively, use na.trim(), the default for is.na is "any" +na.trim(pcfr2to4)
#> An object of class "PeriodicMTS" +#> Slot "cycle": Object from built-in class 'QuarterYearCycle' +#> Cycle start: Quarter_1 +#> +#> USTotalIPI CanadaUnemployment GermanyGNP +#> Y1960_1 40.2 583 167.0 +#> Y1960_2 39.8 427 176.2 +#> Y1960_3 38.5 334 198.0 +#> Y1960_4 38.0 439 190.5 +#> Y1961_1 37.1 703 180.1 +#> Y1961_2 39.2 480 184.9 +#> Y1961_3 39.8 325 202.9 +#> Y1961_4 41.6 358 195.8 +#> Y1962_1 41.8 561 185.4 +#> Y1962_2 43.0 373 195.0 +#> Y1962_3 42.6 282 214.5 +#> Y1962_4 43.4 346 204.9 +#> Y1963_1 43.9 546 183.0 +#> Y1963_2 45.7 372 199.9 +#> Y1963_3 44.9 272 223.5 +#> Y1963_4 46.4 305 215.4 +#> Y1964_1 46.7 463 201.6 +#> Y1964_2 48.6 326 214.4 +#> Y1964_3 48.1 243 232.8 +#> Y1964_4 49.6 266 226.9 +#> Y1965_1 51.4 397 213.4 +#> Y1965_2 53.2 298 226.7 +#> Y1965_3 52.9 210 243.4 +#> Y1965_4 54.9 214 239.2 +#> Y1966_1 56.2 303 224.3 +#> Y1966_2 58.1 237 235.5 +#> Y1966_3 57.6 236 250.0 +#> Y1966_4 59.2 230 240.3 +#> Y1967_1 58.4 340 220.3 +#> Y1967_2 59.0 294 232.6 +#> Y1967_3 58.4 260 248.3 +#> Y1967_4 60.7 290 248.2 +#> Y1968_1 61.5 411 226.9 +#> Y1968_2 63.1 365 243.0 +#> Y1968_3 62.5 332 267.1 +#> Y1968_4 64.2 324 267.2 +#> Y1969_1 64.9 405 244.0 +#> Y1969_2 66.1 368 262.3 +#> Y1969_3 65.8 329 287.1 +#> Y1969_4 65.9 346 286.2 +#> Y1970_1 63.8 455 257.4 +#> Y1970_2 64.5 490 280.1 +#> Y1970_3 63.4 479 298.2 +#> Y1970_4 62.1 479 298.3 +#> Y1971_1 63.1 601 274.5 +#> Y1971_2 64.7 545 286.2 +#> Y1971_3 64.1 494 304.8 +#> Y1971_4 65.6 502 302.5 +#> Y1972_1 67.8 591 286.0 +#> Y1972_2 70.7 540 296.9 +#> Y1972_3 70.7 536 315.2 +#> Y1972_4 73.2 545 318.9 +#> Y1973_1 74.4 599 304.5 +#> Y1973_2 76.7 501 312.1 +#> Y1973_3 77.1 476 328.7 +#> Y1973_4 77.0 483 328.8 +#> Y1974_1 74.8 564 309.4 +#> Y1974_2 76.9 494 314.5 +#> Y1974_3 76.2 488 328.4 +#> Y1974_4 72.9 512 324.2 +#> Y1975_1 66.8 738 298.2 +#> Y1975_2 67.7 685 308.2 +#> Y1975_3 69.3 670 322.1 +#> Y1975_4 70.4 666 329.5 +#> Y1976_1 72.4 776 316.1 +#> Y1976_2 75.1 717 328.1 +#> Y1976_3 75.5 709 335.2 +#> Y1976_4 76.5 703 348.8 +#> Y1977_1 77.9 909 328.6 +#> Y1977_2 81.3 838 334.1 +#> Y1977_3 82.0 826 341.8 +#> Y1977_4 82.2 824 358.9 +#> Y1978_1 81.7 999 336.5 +#> Y1978_2 86.5 930 346.4 +#> Y1978_3 87.5 878 354.8 +#> Y1978_4 88.6 827 370.2 +#> Y1979_1 88.8 966 348.3 +#> Y1979_2 90.0 856 361.5 +#> Y1979_3 89.7 759 369.8 +#> Y1979_4 89.5 762 384.0 +#> Y1980_1 89.3 953 365.3 +#> Y1980_2 86.6 907 365.4 +#> Y1980_3 86.6 816 372.8 +#> Y1980_4 88.7 784 381.7 +#> Y1981_1 89.2 951 360.9 +#> Y1981_2 90.2 864 364.9 +#> Y1981_3 91.8 840 374.8 +#> Y1981_4 87.8 937 384.7 +#> Y1982_1 85.1 1152 357.5 +#> Y1982_2 83.9 1266 364.8 +#> Y1982_3 83.4 1384 369.2 +#> Y1982_4 81.1 1455 379.5 +#> Y1983_1 82.8 1630 359.4 +#> Y1983_2 86.4 1515 370.4 +#> Y1983_3 91.4 1353 376.0 +#> Y1983_4 92.5 1295 393.1 +#> Y1984_1 95.5 1497 375.8 +#> Y1984_2 98.1 1430 375.6 +#> Y1984_3 100.4 1345 391.2 +#> Y1984_4 98.7 1325 405.5 +#> Y1985_1 98.4 1495 375.8 +#> Y1985_2 99.8 1353 387.2 +#> Y1985_3 101.5 1236 402.7 +#> Y1985_4 100.4 1228 412.4 +#> Y1986_1 100.2 1356 381.0 +#> Y1986_2 100.7 1245 400.1 +#> Y1986_3 102.2 1186 411.4 +#> Y1986_4 101.3 1156 422.2 +#> Y1987_1 101.5 1358 388.3 +#> Y1987_2 103.8 1197 402.4 +#> Y1987_3 107.3 1097 417.5 +#> Y1987_4 107.2 1016 431.6
head( na.trim(pcfr2to4, sides = "left") )
#> An object of class "PeriodicMTS" +#> Slot "cycle": Object from built-in class 'QuarterYearCycle' +#> Cycle start: Quarter_1 +#> +#> USTotalIPI CanadaUnemployment GermanyGNP +#> Y1960_1 40.2 583 167.0 +#> Y1960_2 39.8 427 176.2 +#> Y1960_3 38.5 334 198.0 +#> Y1960_4 38.0 439 190.5 +#> Y1961_1 37.1 703 180.1 +#> Y1961_2 39.2 480 184.9
tail( na.trim(pcfr2to4, sides = "right") )
#> An object of class "PeriodicMTS" +#> Slot "cycle": Object from built-in class 'QuarterYearCycle' +#> Cycle start: Quarter_1 +#> +#> USTotalIPI CanadaUnemployment GermanyGNP +#> Y1986_3 102.2 1186 411.4 +#> Y1986_4 101.3 1156 422.2 +#> Y1987_1 101.5 1358 388.3 +#> Y1987_2 103.8 1197 402.4 +#> Y1987_3 107.3 1097 417.5 +#> Y1987_4 107.2 1016 431.6
+trimmed <- na.trim(pcfr2to4, is.na = "all") +head(trimmed)
#> An object of class "PeriodicMTS" +#> Slot "cycle": Object from built-in class 'QuarterYearCycle' +#> Cycle start: Quarter_1 +#> +#> USTotalIPI CanadaUnemployment GermanyGNP +#> Y1960_1 40.2 583 167.0 +#> Y1960_2 39.8 427 176.2 +#> Y1960_3 38.5 334 198.0 +#> Y1960_4 38.0 439 190.5 +#> Y1961_1 37.1 703 180.1 +#> Y1961_2 39.2 480 184.9
tail(trimmed)
#> An object of class "PeriodicMTS" +#> Slot "cycle": Object from built-in class 'QuarterYearCycle' +#> Cycle start: Quarter_1 +#> +#> USTotalIPI CanadaUnemployment GermanyGNP +#> Y1990_3 118.3 NA 468.9 +#> Y1990_4 114.5 NA 482.9 +#> Y1991_1 111.4 NA NA +#> Y1991_2 112.4 NA NA +#> Y1991_3 116.0 NA NA +#> Y1991_4 113.9 NA NA
+head( na.trim(pcfr2to4, sides = "left", is.na = "all") )
#> An object of class "PeriodicMTS" +#> Slot "cycle": Object from built-in class 'QuarterYearCycle' +#> Cycle start: Quarter_1 +#> +#> USTotalIPI CanadaUnemployment GermanyGNP +#> Y1960_1 40.2 583 167.0 +#> Y1960_2 39.8 427 176.2 +#> Y1960_3 38.5 334 198.0 +#> Y1960_4 38.0 439 190.5 +#> Y1961_1 37.1 703 180.1 +#> Y1961_2 39.2 480 184.9
tail( na.trim(pcfr2to4, sides = "right", is.na = "all") )
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Examp #> [13] "UKImport" "UKPublicInvestment" #> [15] "UKWorkforce" "SwedenNondurablesConsumption" #> [17] "SwedenDisposableIncome" "SA_SwedenNondurablesConsumption" -#> [19] "SA_SwedenDisposableIncome"
dim(dataFranses1996) # c(148, 19)
#> [1] 148 19
plot(dataFranses1996[ , 2:11])
+#> [19] "SA_SwedenDisposableIncome"
dim(dataFranses1996) # c(148, 19)
#> [1] 148 19
plot(dataFranses1996[ , 2:11])
tipi <- dataFranses1996[ , "USTotalIPI"] -plot(tipi)
## convert to PeriodicTS and remove NA's at the start and end +plot(tipi)
## convert to PeriodicTS and remove NA's at the start and end pctipi <- pcts(tipi) pctipi <- window(pctipi, start = availStart(pctipi), end = availEnd(pctipi)) -plot(pctipi)
+plot(pctipi)
## convert the whole dataset to class "PeriodicMTS" pcfr <- pcts(dataFranses1996) colnames(pcfr)[2:3] # "USTotalIPI" "CanadaUnemployment"
#> [1] "USTotalIPI" "CanadaUnemployment"
## subset as "PeriodicMTS" pcfr2to3 <- pcfr[2:3] -plot(pcfr2to3)
## "[" "PeriodicMTS" even with length one arg. +plot(pcfr2to3)
## "[" "PeriodicMTS" even with length one arg. pcfr2to2 <- pcfr[2] pcfr2to2a <- pcfr["USTotalIPI"] # same diff --git a/docs/reference/ex1f.html b/docs/reference/ex1f.html index 27ecb9b..b2b43fc 100644 --- a/docs/reference/ex1f.html +++ b/docs/reference/ex1f.html @@ -167,8 +167,7 @@

R

Examples

data(ex1f) ## compute the first few autocorrelations -pc3 <- slMatrix(period = 2, maxlag = 5, f = ex1f, type = "tt") -## Fir a PAR(0,2) model +pc3 <- slMatrix(period = 2, maxlag = 5, f = ex1f, type = "tt")
#> [1] "filling with a function!"
## Fir a PAR(0,2) model res0p2 <- alg1(pc3[],c(0,2)) ## model is invalid since a partial autocorrelation is larger than one: res0p2$be
#> [,1] [,2] [,3] diff --git a/docs/reference/fit_trigPAR_optim.html b/docs/reference/fit_trigPAR_optim.html new file mode 100644 index 0000000..8485da7 --- /dev/null +++ b/docs/reference/fit_trigPAR_optim.html @@ -0,0 +1,251 @@ + + + + + + + + +Fit a subset trigonometric PAR model — fit_trigPAR_optim • pcts + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + +
+
+ + + + +
+ +
+
+ + +
+ + +

Fit a subset PAR model with trigonometric parameterisation.

+
+ +
fit_trigPAR_optim(x, order, nseasons, seasonof1st = 1, maxiter = 200,
+                  harmonics = NULL, sintercept = FALSE, tol = 1e-07,
+                  type = c("vecbyrow", "bylag"), verbose = TRUE)
+ +

Arguments

+ + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + +
x

time series.

order

order, an integer number.

nseasons

number of seasons, an integer number.

seasonof1st

season of the first observation.

maxiter

max number of iterations.

harmonics

the harmonics to include in the model, vector of non-negative + integers.

sintercept

if TRUE include seasonal intercept.

tol

when to stop the iterations.

type + +

type of parameterisation, currently one of "vecbyrow" or + "bylag".

+

verbose

if TRUE print more details during estimation.

+ +

Details

+ + + +

Fits a subset PAR model using trigonometric parameterisation, + i.e. Fourier series written in terms of sines and cosines.

+

If argument type is bylag, the parameters for each lag + are parameterised independently from other lags. If sintercept + is TRUE, it has its own trigonometric representation.

+

If argument type is vecbyrow (“Vec operation by + row”), the PAR parameters are stacked in a vector with all parameters + for the first season, followed by all parameters for the second, and + so on. The trigonometric parameterisation for this vector is used. + So the fundamental frequency is 1/(nseasons * order). + If sintercept is TRUE when type = vecbyrow, then + then the intercept for eaach season is put before the PAR parameters + and the fundamental frequency becomes 1/(nseasons * (order + 1). + Putting together the intercepts and the PAR parameters may not be very + useful for parsimonious trigonometric parameterisation, so to have a + separate set of coefficients for the intercepts set + attribute"merge" of sintercept to FALSE.

+

Value

+ +

an object from class SubsetPM

+

Note

+ +

This function may change.

+ +

Examples

+
## see examples for class "SubsetPM" +
+
+ +
+ + +
+ + +
+

Site built with pkgdown 1.5.1.

+
+ +
+
+ + + + + + + + diff --git a/docs/reference/four_stocks_since2016_01_01.html b/docs/reference/four_stocks_since2016_01_01.html index 6fdbca4..ba97d77 100644 --- a/docs/reference/four_stocks_since2016_01_01.html +++ b/docs/reference/four_stocks_since2016_01_01.html @@ -193,7 +193,7 @@

Examp #> Mon Tue Wed Thu Fri #> W2434 3 4 5 #> W2435 1 2 3

-tail(Pctime(dell))
#> [1] "W2624 Fri" "W2625 Mon" "W2625 Tue" "W2625 Wed" "W2625 Thu" "W2625 Fri"
#> [1] "2020-04-10" "2020-04-13" "2020-04-14" "2020-04-15" "2020-04-16" +tail(Pctime(dell))
#> [1] "W2624 Fri" "W2625 Mon" "W2625 Tue" "W2625 Wed" "W2625 Thu" "W2625 Fri"
#> [1] "2020-04-10" "2020-04-13" "2020-04-14" "2020-04-15" "2020-04-16" #> [6] "2020-04-17"
diff --git a/docs/reference/pcarma_solve.html b/docs/reference/pcarma_solve.html index 6efe246..e6223ae 100644 --- a/docs/reference/pcarma_solve.html +++ b/docs/reference/pcarma_solve.html @@ -356,7 +356,7 @@

See a

Examples

## periodic acf of Lambert-Lacroix data(ex1f) -(pc3 <- slMatrix(period = 2, maxlag = 5, f = ex1f, type = "tt"))
#> An object of class "slMatrix" +(pc3 <- slMatrix(period = 2, maxlag = 5, f = ex1f, type = "tt"))
#> [1] "filling with a function!"
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-plot(pcfr2) # the points mark the first season in each cycle
boxplot(pcfr2)
monthplot(pcfr2)
+plot(pcfr2) # the points mark the first season in each cycle
boxplot(pcfr2)
monthplot(pcfr2)
perunit2mc <- sim_pc(list(phi = m2I2$pcfilter, p = 4, q = 0, period = 4), 500) -plot(perunit2mc)
plot(perunit2mc, type = "p")
+plot(perunit2mc)
plot(perunit2mc, type = "p")
# todo: give example with sigmat^2 !!!
diff --git a/docs/reference/zoo-class.html b/docs/reference/zoo-class.html index fab3b00..d28935b 100644 --- a/docs/reference/zoo-class.html +++ b/docs/reference/zoo-class.html @@ -171,7 +171,10 @@

Examp #> #> Extends: "oldClass", "xtsORzoo" #> -#> Known Subclasses: "zooreg" +#> Known Subclasses: +#> Class "zooreg", directly +#> Class "PeriodicTS_zooreg", by class "zooreg", distance 2 +#> Class "PeriodicMTS_zooreg", by class "zooreg", distance 2