From 188a361e337cccfd92f891bc17be0754034bcde2 Mon Sep 17 00:00:00 2001 From: Zachary Susswein Date: Wed, 27 Nov 2024 19:16:22 -0500 Subject: [PATCH 01/18] Working day of week effect implementation --- R/RtGam.R | 15 +++++++++++--- R/checkers.R | 30 ++++++++++++---------------- R/dataset_creator.R | 27 +++++++++++++++++++++++-- R/formula.R | 12 ++++++++--- R/validate.R | 28 +++++++++++++++++++++++++- tests/testthat/test-checkers.R | 3 ++- tests/testthat/test-formula.R | 28 ++++++++++++++++++++------ tests/testthat/test-prepare_inputs.R | 22 ++++++++++++++++---- tests/testthat/test-validate.R | 10 +++++++++- 9 files changed, 137 insertions(+), 38 deletions(-) diff --git a/R/RtGam.R b/R/RtGam.R index 85e118d..6fa15dd 100644 --- a/R/RtGam.R +++ b/R/RtGam.R @@ -73,6 +73,7 @@ RtGam <- function(cases, reference_date, group = NULL, + day_of_week = FALSE, k = smooth_dim_heuristic(length(cases)), m = penalty_dim_heuristic(length(unique(reference_date))), backend = "gam", @@ -82,17 +83,25 @@ RtGam <- function(cases, cases, reference_date, group, + day_of_week, k, m, backend ) - reference_date <- validate(cases, reference_date, group, k, m) + reference_date <- validate(cases, reference_date, group, day_of_week, k, m) - df <- dataset_creator(cases, reference_date, group, backend) + df <- dataset_creator( + cases = cases, + reference_date = reference_date, + group = group, + day_of_week = day_of_week, + backend = backend + ) formula <- formula_creator( k = k, m = m, - is_grouped = !rlang::is_null(group) + is_grouped = !rlang::is_null(group), + day_of_week = df[["day_of_week"]] ) fit <- do.call( diff --git a/R/checkers.R b/R/checkers.R index 6f84197..dd9655d 100644 --- a/R/checkers.R +++ b/R/checkers.R @@ -30,28 +30,22 @@ check_vector_length <- function( } check_vectors_equal_length <- function( - cases, reference_date, - group, + ..., call = rlang::caller_env()) { - if (rlang::is_null(group)) { - args <- c("cases", "reference_date") - lengths <- c(length(cases), length(reference_date)) - all_equal <- length(cases) == length(reference_date) - } else { - args <- c("cases", "reference_date", "group") - lengths <- c(length(cases), length(reference_date), length(group)) - all_equal <- all( - length(cases) == length(reference_date), - length(cases) == length(group) - ) - } + # Drop NULL elements + raw_args <- list(...) + args <- raw_args[which(sapply(raw_args, \(x) !rlang::is_null(x)))] + + # Check equal length + equal_length <- sapply(args, \(arg) length(arg) == length(reference_date)) - if (!all_equal) { + # Error if not + if (!all(equal_length)) { cli::cli_abort( c( - "{.arg {args}} must be the same length", - "i" = "{.arg {args}} are of lengths {.val {lengths}}" + "{.arg {names(equal_length)}} is not the same length", + "as {.arg reference_date}" ), class = "RtGam_invalid_input", call = call @@ -109,6 +103,7 @@ check_required_inputs_provided <- function( cases, reference_date, group, + day_of_week, k, m, backend, @@ -116,6 +111,7 @@ check_required_inputs_provided <- function( rlang::check_required(cases, "cases", call = call) rlang::check_required(reference_date, "reference_date", call = call) rlang::check_required(group, "group", call = call) + rlang::check_required(day_of_week, "day_of_week", call = call) rlang::check_required(k, "k", call = call) rlang::check_required(m, "m", call = call) diff --git a/R/dataset_creator.R b/R/dataset_creator.R index 52b6048..fdd655d 100644 --- a/R/dataset_creator.R +++ b/R/dataset_creator.R @@ -4,7 +4,12 @@ #' @return A dataframe for mgcv #' @export #' @keywords internal -dataset_creator <- function(cases, reference_date, group, backend) { +dataset_creator <- function( + cases, + reference_date, + group, + day_of_week, + backend) { cases_int <- integerify_cases(cases) timestep <- dates_to_timesteps( @@ -21,7 +26,11 @@ dataset_creator <- function(cases, reference_date, group, backend) { cases = cases_int, timestep = timestep, reference_date = reference_date, - group = group + group = group, + day_of_week = set_day_of_week_factor( + day_of_week, + reference_date + ) ) class(dat) <- c(glue::glue("RtGam_{backend}"), class(dat)) @@ -75,3 +84,17 @@ dates_to_timesteps <- function(reference_date, (ref_date_int - min_int) / (max_int - min_int) } + +set_day_of_week_factor <- function(day_of_week, reference_date) { + if (rlang::is_true(day_of_week)) { + as.factor(format(reference_date, "%A")) + } else if (rlang::is_false(day_of_week)) { + FALSE + } else if (rlang::is_bare_vector(day_of_week)) { + as.factor(day_of_week) + } else { + cli::cli_abort(c( + "{.arg day_of_week} has an unexpected type. See {.code ?RtGam()}" + )) + } +} diff --git a/R/formula.R b/R/formula.R index b46557b..074c054 100644 --- a/R/formula.R +++ b/R/formula.R @@ -20,7 +20,7 @@ #' @param is_grouped Whether to use a hierarchical model. Not yet supported. #' @return A formula to be used by [`mgcv::gam()`] #' @noRd -formula_creator <- function(k, m, is_grouped) { +formula_creator <- function(k, m, is_grouped, day_of_week) { outcome <- "cases" intercept <- "1" @@ -42,9 +42,15 @@ formula_creator <- function(k, m, is_grouped) { k = {smooth_basis_dim[['global_trend']]}, bs = 'tp')") } - # nolint end - f <- glue::glue("{outcome} ~ {intercept} {plus_global_trend}") + if (is.factor(day_of_week)) { + plus_day_of_week <- "+ s(day_of_week, bs = 're')" + } else { + plus_day_of_week <- "" + } + + f <- glue::glue("{outcome} ~ {intercept} {plus_global_trend} {plus_day_of_week}") + # nolint end stats::as.formula(f) } diff --git a/R/validate.R b/R/validate.R index bcae1f5..33c929d 100644 --- a/R/validate.R +++ b/R/validate.R @@ -8,6 +8,7 @@ validate <- function(cases, reference_date, group, + day_of_week, k, m, call = rlang::caller_env()) { @@ -15,6 +16,7 @@ validate <- function(cases, validate_cases(cases, call) reference_date <- validate_dates(reference_date, "reference_date", call) validate_group(group, call) + validate_day_of_week(day_of_week, call) validate_min_dimensionality(k, arg = "k", min_dim = 3, @@ -29,7 +31,20 @@ validate <- function(cases, ) # Per-group checks - check_vectors_equal_length(cases, reference_date, group, call) + check_vectors_equal_length( + reference_date = reference_date, + cases = cases, + group = group, + call = call + ) + # Only check day of week length if it's not a bool + if (length(day_of_week) > 1) { + check_vectors_equal_length( + reference_date = reference_date, + day_of_week = day_of_week, + call = call + ) + } check_dates_unique(reference_date, group, call) invisible(reference_date) @@ -61,6 +76,17 @@ validate_group <- function(group, call) { } } +#' Check day of week is a bare bool or is vector of corresponding elements +validate_day_of_week <- function(day_of_week, call) { + arg <- "day_of_week" + # If `day_of_week` is a bare bool, pass + if (!(rlang::is_true(day_of_week) || rlang::is_false(day_of_week))) { + check_vector(day_of_week, arg, call) + check_no_missingness(day_of_week, arg, call) + } + invisible() +} + #' Used by both dimensionality_heuristic() and RtGam() #' @noRd validate_min_dimensionality <- function(n, arg, min_dim, max_val = NA, call) { diff --git a/tests/testthat/test-checkers.R b/tests/testthat/test-checkers.R index 2103c76..8f11303 100644 --- a/tests/testthat/test-checkers.R +++ b/tests/testthat/test-checkers.R @@ -89,7 +89,7 @@ test_that("Required input check works", { group <- c(1, 2) k <- 2 m <- 1 - + day_of_week <- FALSE expect_error( check_required_inputs_provided( @@ -156,6 +156,7 @@ test_that("Required input check works", { cases = cases, reference_date = reference_date, group = group, + day_of_week = day_of_week, k = k, m = m, backend = "gam", diff --git a/tests/testthat/test-formula.R b/tests/testthat/test-formula.R index 27dc3bf..0f52568 100644 --- a/tests/testthat/test-formula.R +++ b/tests/testthat/test-formula.R @@ -1,26 +1,42 @@ +test_that("Adds day of week", { + k <- 10 + m <- 2 + is_grouped <- FALSE + day_of_week <- as.factor(c("a", "b")) + expected <- as.formula("cases ~ 1 + s(timestep, k = 10, m = 2, bs = \"ad\") + s(day_of_week, bs = \"re\")") # nolint + + f <- formula_creator(k, m, is_grouped, day_of_week) + + expect_type(f, "language") + expect_equal(deparse(f), deparse(expected)) +}) + test_that("Formula created more than 3 weeks", { k <- 10 m <- 2 is_grouped <- FALSE - expected <- "cases ~ 1 + s(timestep, k = 10, m = 2, bs = \"ad\")" + day_of_week <- c(NA, NA) + expected <- as.formula("cases ~ 1 + s(timestep, k = 10, m = 2, bs = \"ad\")") - f <- formula_creator(k, m, is_grouped) + f <- formula_creator(k, m, is_grouped, day_of_week) expect_type(f, "language") - expect_equal(expected, deparse(f)) + expect_equal(deparse(expected), deparse(f)) }) test_that("Formula created fewer than 3 weeks", { k <- 10 m <- 1 + day_of_week <- c(NA, NA) is_grouped <- FALSE - expected <- "cases ~ 1 + s(timestep, k = 10, bs = \"tp\")" + expected <- as.formula("cases ~ 1 + s(timestep, k = 10, bs = \"tp\")") - f <- formula_creator(k, m, is_grouped) + f <- formula_creator(k, m, is_grouped, day_of_week) expect_type(f, "language") - expect_equal(expected, deparse(f)) + # formula and deparse to standardize whitespace + expect_equal(deparse(expected), deparse(f)) }) test_that("Smooth basis dim created successfully", { diff --git a/tests/testthat/test-prepare_inputs.R b/tests/testthat/test-prepare_inputs.R index f6158a3..ccb83ab 100644 --- a/tests/testthat/test-prepare_inputs.R +++ b/tests/testthat/test-prepare_inputs.R @@ -1,6 +1,7 @@ test_that("Dataframe constructed appropriately", { cases <- c(1L, 2L, 3L) reference_date <- as.Date(c("2023-01-01", "2023-01-02", "2023-01-03")) + day_of_week <- FALSE timestep <- c(0, 0.5, 1) # Without groups @@ -8,11 +9,18 @@ test_that("Dataframe constructed appropriately", { cases = cases, timestep = c(0, 0.5, 1), reference_date = reference_date, - group = rep(NA, 3) + group = rep(NA, 3), + day_of_week = FALSE ) class(expected) <- c("RtGam_gam", class(expected)) - actual <- dataset_creator(cases, reference_date, NULL, "gam") + actual <- dataset_creator( + cases = cases, + reference_date = reference_date, + group = NULL, + day_of_week = day_of_week, + backend = "gam" + ) expect_equal(actual, expected) # With groups @@ -21,11 +29,17 @@ test_that("Dataframe constructed appropriately", { cases = cases, timestep = c(0, 0.5, 1), reference_date = reference_date, - group = group + group = group, + day_of_week = FALSE ) class(expected) <- c("RtGam_gam", class(expected)) - actual <- dataset_creator(cases, reference_date, group, backend = "gam") + actual <- dataset_creator(cases, + reference_date, + group, + day_of_week, + backend = "gam" + ) expect_equal(actual, expected) }) diff --git a/tests/testthat/test-validate.R b/tests/testthat/test-validate.R index e59e104..5de5543 100644 --- a/tests/testthat/test-validate.R +++ b/tests/testthat/test-validate.R @@ -1,12 +1,20 @@ test_that("`validate()` is successful", { cases <- c(1, 2, 3) dates <- as.Date(c("2023-01-01", "2023-01-02", "2023-01-03")) + day_of_week <- TRUE groups <- NULL k <- 3 m <- 1 expect_equal( - validate(cases, dates, groups, k, m), + validate( + cases = cases, + reference_date = dates, + group = groups, + day_of_week = day_of_week, + k = k, + m = m + ), dates ) }) From 415ccb3f0ad0b9832bc7ba1d15f614d81cbce1ba Mon Sep 17 00:00:00 2001 From: Zachary Susswein Date: Wed, 27 Nov 2024 22:04:12 -0500 Subject: [PATCH 02/18] Create some docs --- R/RtGam.R | 15 ++++++++++++--- R/validate.R | 1 + man/RtGam.Rd | 15 ++++++++++++--- man/dataset_creator.Rd | 10 +++++++++- 4 files changed, 34 insertions(+), 7 deletions(-) diff --git a/R/RtGam.R b/R/RtGam.R index 6fa15dd..400da28 100644 --- a/R/RtGam.R +++ b/R/RtGam.R @@ -1,3 +1,4 @@ +# nolint start: line_length_linter #' Fit a generalized additive model to incident cases #' #' Incident cases are modeled as a smooth function of time with a generalized @@ -8,10 +9,10 @@ #' #' Incident cases (\eqn{y}) are modeled as smoothly changing over time: #' -#' \deqn{\text{log}\{E(y)\} = \alpha + f_{\text{global}}(t)} +#' \deqn{\text{log}\{E(y)\} = \alpha + f_{\text{global}}(t) + \omega(\text{wday}(t))} #' -#' where incidence is negative-binomially distributed and \eqn{f(t)} is a smooth -#' function of time. +#' where incidence is negative-binomially distributed, \eqn{f(t)} is a smooth +#' function of time, and \eqn{\omega(\text{wday}(t))} is a random day-of-week effect. #' #' @param cases A vector of non-negative incident case counts occurring on an #' associated `reference_date`. Missing values (NAs) are not allowed. @@ -20,6 +21,13 @@ #' once. #' @param group The grouping variable for the case/reference-date pair. Not yet #' implemented and a value other than `NULL` will throw an error. +#' @param day_of_week A boolean or a vector of custom values to be applied to the +#' model as a random effect. If `TRUE`, then `RtGam` will use the parsed +#' `reference_date` values to infer the day of week of the observed date. +#' If a vector, the values will be coerced to a factor and the values will +#' be used as a custom day-of-week effect implementation. This could be used +#' to create a weekend/weekday-only effect or adjust for a holiday. If `FALSE` +#' no day of week effect is applied. #' @param k An integer, the _total_ dimension of all the smoothing basis #' functions. Defaults to `smooth_dim_heuristic(length(cases))`, which picks a #' reasonable estimate based on the number of provided data points. This total @@ -70,6 +78,7 @@ #' ) #' fit <- RtGam(cases, reference_date) #' fit +# nolint end: line_length_linter RtGam <- function(cases, reference_date, group = NULL, diff --git a/R/validate.R b/R/validate.R index 33c929d..9116ce0 100644 --- a/R/validate.R +++ b/R/validate.R @@ -77,6 +77,7 @@ validate_group <- function(group, call) { } #' Check day of week is a bare bool or is vector of corresponding elements +#' @noRd validate_day_of_week <- function(day_of_week, call) { arg <- "day_of_week" # If `day_of_week` is a bare bool, pass diff --git a/man/RtGam.Rd b/man/RtGam.Rd index 7533b56..4bafbf9 100644 --- a/man/RtGam.Rd +++ b/man/RtGam.Rd @@ -8,6 +8,7 @@ RtGam( cases, reference_date, group = NULL, + day_of_week = FALSE, k = smooth_dim_heuristic(length(cases)), m = penalty_dim_heuristic(length(unique(reference_date))), backend = "gam", @@ -26,6 +27,14 @@ once.} \item{group}{The grouping variable for the case/reference-date pair. Not yet implemented and a value other than \code{NULL} will throw an error.} +\item{day_of_week}{A boolean or a vector of custom values to be applied to the +model as a random effect. If \code{TRUE}, then \code{RtGam} will use the parsed +\code{reference_date} values to infer the day of week of the observed date. +If a vector, the values will be coerced to a factor and the values will +be used as a custom day-of-week effect implementation. This could be used +to create a weekend/weekday-only effect or adjust for a holiday. If \code{FALSE} +no day of week effect is applied.} + \item{k}{An integer, the \emph{total} dimension of all the smoothing basis functions. Defaults to \code{smooth_dim_heuristic(length(cases))}, which picks a reasonable estimate based on the number of provided data points. This total @@ -76,10 +85,10 @@ familiarity with \code{mgcv} may be helpful. \section{Model specification}{ Incident cases (\eqn{y}) are modeled as smoothly changing over time: -\deqn{\text{log}\{E(y)\} = \alpha + f_{\text{global}}(t)} +\deqn{\text{log}\{E(y)\} = \alpha + f_{\text{global}}(t) + \omega(\text{wday}(t))} -where incidence is negative-binomially distributed and \eqn{f(t)} is a smooth -function of time. +where incidence is negative-binomially distributed, \eqn{f(t)} is a smooth +function of time, and \eqn{\omega(\text{wday}(t))} is a random day-of-week effect. } \examples{ diff --git a/man/dataset_creator.Rd b/man/dataset_creator.Rd index a71a092..77b7079 100644 --- a/man/dataset_creator.Rd +++ b/man/dataset_creator.Rd @@ -4,7 +4,7 @@ \alias{dataset_creator} \title{Parse input vectors into a format for \code{{mgcv}}} \usage{ -dataset_creator(cases, reference_date, group, backend) +dataset_creator(cases, reference_date, group, day_of_week, backend) } \arguments{ \item{cases}{A vector of non-negative incident case counts occurring on an @@ -17,6 +17,14 @@ once.} \item{group}{The grouping variable for the case/reference-date pair. Not yet implemented and a value other than \code{NULL} will throw an error.} +\item{day_of_week}{A boolean or a vector of custom values to be applied to the +model as a random effect. If \code{TRUE}, then \code{RtGam} will use the parsed +\code{reference_date} values to infer the day of week of the observed date. +If a vector, the values will be coerced to a factor and the values will +be used as a custom day-of-week effect implementation. This could be used +to create a weekend/weekday-only effect or adjust for a holiday. If \code{FALSE} +no day of week effect is applied.} + \item{backend}{One of \code{gam} or \code{bam}; defaults to \code{gam}. In general, models should be fit with \code{\link[mgcv:gam]{mgcv::gam()}}. If \code{\link[mgcv:gam]{mgcv::gam()}} is too slow, \code{\link[mgcv:bam]{mgcv::bam()}} converges more quickly but introduces some additional From ddcfb32284d635f62b57c1913b0b94bb8f49922f Mon Sep 17 00:00:00 2001 From: Zachary Susswein Date: Thu, 28 Nov 2024 08:47:04 -0500 Subject: [PATCH 03/18] Cover `validate()` with tests --- Justfile | 3 +++ R/checkers.R | 6 ++--- tests/testthat/_snaps/validate.md | 19 +++++++++++++++ tests/testthat/test-validate.R | 40 +++++++++++++++++++++++++++++++ 4 files changed, 64 insertions(+), 4 deletions(-) diff --git a/Justfile b/Justfile index 19f5b83..304b990 100644 --- a/Justfile +++ b/Justfile @@ -45,3 +45,6 @@ update: vignette which='RtGam': Rscript -e "devtools::build_rmd('vignettes/{{which}}.Rmd')" open 'vignettes/{{which}}.html' + +covr: + Rscript -e "covr::report()" diff --git a/R/checkers.R b/R/checkers.R index dd9655d..3061ced 100644 --- a/R/checkers.R +++ b/R/checkers.R @@ -41,12 +41,10 @@ check_vectors_equal_length <- function( equal_length <- sapply(args, \(arg) length(arg) == length(reference_date)) # Error if not + args <- names(equal_length) if (!all(equal_length)) { cli::cli_abort( - c( - "{.arg {names(equal_length)}} is not the same length", - "as {.arg reference_date}" - ), + "{.arg {args}} is not the same length as {.arg reference_date}", class = "RtGam_invalid_input", call = call ) diff --git a/tests/testthat/_snaps/validate.md b/tests/testthat/_snaps/validate.md index 0835203..f3f6075 100644 --- a/tests/testthat/_snaps/validate.md +++ b/tests/testthat/_snaps/validate.md @@ -1,3 +1,12 @@ +# Wrong length fails + + Code + validate(cases = cases, reference_date = dates, group = groups, day_of_week = day_of_week, + k = k, m = m) + Condition + Error: + ! `day_of_week` is not the same length as `reference_date` + # `validate_dates()` is successful Code @@ -7,6 +16,16 @@ ! `dates` is a list i Must be of type Date +# validate_day_of_week is successful + + Code + validate_day_of_week(c(NA, "a")) + Condition + Error in `check_no_missingness()`: + ! `day_of_week` has missing values + i Missing values are not supported in `day_of_week` + ! Missing element(s) index: 1 + # validate_predict_inputs handles 'obs_cases' correctly Code diff --git a/tests/testthat/test-validate.R b/tests/testthat/test-validate.R index 5de5543..5ed8a6e 100644 --- a/tests/testthat/test-validate.R +++ b/tests/testthat/test-validate.R @@ -19,6 +19,28 @@ test_that("`validate()` is successful", { ) }) +test_that("Wrong length fails", { + cases <- c(1, 2, 3) + dates <- as.Date(c("2023-01-01", "2023-01-02", "2023-01-03")) + day_of_week <- c(1, 2) + groups <- NULL + k <- 3 + m <- 1 + + expect_snapshot( + validate( + cases = cases, + reference_date = dates, + group = groups, + day_of_week = day_of_week, + k = k, + m = m + ), + error = TRUE + ) +}) + + test_that("`validate_cases()` is successful", { cases <- c(1, 2, 3) cases_with_missing <- c(0, 2, 3, NA) @@ -119,6 +141,24 @@ test_that("`validate_min_dimensionality()` is successful", { )) }) +test_that("validate_day_of_week is successful", { + # Case 1: Day of week is true + expect_invisible(validate_day_of_week(TRUE)) + + # Case 2: Day of week is false + expect_invisible(validate_day_of_week(FALSE)) + + # Case 3: Use a good vector + expect_invisible(validate_day_of_week(c(1, 2))) + + # Case 4: Errors for a bad vector + expect_snapshot( + error = TRUE, + # Can't have NAs + validate_day_of_week(c(NA, "a")) + ) +}) + test_that("validate_predict_inputs handles 'obs_cases' correctly", { expect_snapshot( validate_predict_inputs( From 459d5ed7679f383479fc79fecb8b708188b1ba5a Mon Sep 17 00:00:00 2001 From: Zachary Susswein Date: Thu, 28 Nov 2024 09:00:22 -0500 Subject: [PATCH 04/18] Cover all cases in creating factor vector --- R/dataset_creator.R | 8 +++++- ...repare_inputs.R => test-dataset_creator.R} | 27 +++++++++++++++++++ 2 files changed, 34 insertions(+), 1 deletion(-) rename tests/testthat/{test-prepare_inputs.R => test-dataset_creator.R} (69%) diff --git a/R/dataset_creator.R b/R/dataset_creator.R index fdd655d..b25c822 100644 --- a/R/dataset_creator.R +++ b/R/dataset_creator.R @@ -85,14 +85,20 @@ dates_to_timesteps <- function(reference_date, (ref_date_int - min_int) / (max_int - min_int) } +#' Map user input to model-expected format +#' Downstream the type of the return is used as a sentinel for +#' whether to implement a day of week effect. If a factor, then +#' the day of week effect is added to the model. Otherwise, the +#' day of week effect is excluuded. set_day_of_week_factor <- function(day_of_week, reference_date) { if (rlang::is_true(day_of_week)) { as.factor(format(reference_date, "%A")) } else if (rlang::is_false(day_of_week)) { - FALSE + rep(FALSE, length(reference_date)) } else if (rlang::is_bare_vector(day_of_week)) { as.factor(day_of_week) } else { + # This case shouldn't be reachable by the user cli::cli_abort(c( "{.arg day_of_week} has an unexpected type. See {.code ?RtGam()}" )) diff --git a/tests/testthat/test-prepare_inputs.R b/tests/testthat/test-dataset_creator.R similarity index 69% rename from tests/testthat/test-prepare_inputs.R rename to tests/testthat/test-dataset_creator.R index ccb83ab..ba736d8 100644 --- a/tests/testthat/test-prepare_inputs.R +++ b/tests/testthat/test-dataset_creator.R @@ -68,3 +68,30 @@ test_that("Converts double vectors to integers with a warning", { expect_no_message(integerify_cases(integer_vec)) expect_equal(integerify_cases(integer_vec), integer_vec) }) + +test_that("Day of week parsed appropriately", { + reference_date <- as.Date(c("2023-01-01", "2023-01-02", "2023-01-3")) + + # Case 1: day_of_week is TRUE so dates are auto-parsed + expected <- as.factor(format(reference_date, "%A")) + expect_equal( + set_day_of_week_factor(TRUE, reference_date), + expected + ) + + # Case 2: day_of_week is FALSE -- rep vector of FALSE + expected <- rep(FALSE, length(reference_date)) + expect_equal( + set_day_of_week_factor(FALSE, reference_date), + expected + ) + + # Case 3: Manual vector + day_of_week_manual <- c("Weekday", "Weekend", "Holiday") + expected <- as.factor(day_of_week_manual) + + expect_equal( + set_day_of_week_factor(day_of_week_manual, reference_date), + expected + ) +}) From f7239bf420feae9d09bfda94c2fc99753493751e Mon Sep 17 00:00:00 2001 From: Zachary Susswein Date: Thu, 28 Nov 2024 09:22:12 -0500 Subject: [PATCH 05/18] Use day of week in downstream methods --- R/dataset_creator.R | 3 ++- R/predict.R | 22 ++++++++++++++++++---- R/print.R | 3 +++ 3 files changed, 23 insertions(+), 5 deletions(-) diff --git a/R/dataset_creator.R b/R/dataset_creator.R index b25c822..5328b96 100644 --- a/R/dataset_creator.R +++ b/R/dataset_creator.R @@ -89,7 +89,8 @@ dates_to_timesteps <- function(reference_date, #' Downstream the type of the return is used as a sentinel for #' whether to implement a day of week effect. If a factor, then #' the day of week effect is added to the model. Otherwise, the -#' day of week effect is excluuded. +#' day of week effect is excluded. +#' @noRd set_day_of_week_factor <- function(day_of_week, reference_date) { if (rlang::is_true(day_of_week)) { as.factor(format(reference_date, "%A")) diff --git a/R/predict.R b/R/predict.R index 5aa3f09..9338d2f 100644 --- a/R/predict.R +++ b/R/predict.R @@ -250,8 +250,8 @@ predict_growth_rate <- function( # transparent. We have 1, 2, 3, ... and map to 1, NA, 2, NA, ... # to show that the timesteps are (t0, t2), (t1, t3), ... newdata[".row"] <- interleave(seq(1, nrow(newdata) / 2, 1), NA) - fitted <- gratia::fitted_samples( - object[["model"]], + args <- list( + model = object[["model"]], data = newdata, n = n, seed = seed, @@ -259,6 +259,13 @@ predict_growth_rate <- function( scale = "linear_predictor", ... ) + if (is.factor(object[["data"]][["day_of_week"]])) { + args[["exclude"]] <- "s(day_of_week)" + } + fitted <- do.call( + what = gratia::fitted_samples, + args = args + ) timestep_first_row <- which((fitted[[".row"]] - 1) %% 2 == 0) fitted <- data.frame( .row = (fitted[timestep_first_row, ".row"] + 1) / 2, @@ -294,8 +301,8 @@ predict_rt <- function( gi_pmf = gi_pmf, call = call ) - fitted <- gratia::fitted_samples( - object[["model"]], + args <- list( + model = object[["model"]], data = newdata, n = n, seed = seed, @@ -303,6 +310,13 @@ predict_rt <- function( scale = "response", ... ) + if (is.factor(object[["data"]][["day_of_week"]])) { + args[["exclude"]] <- "s(day_of_week)" + } + fitted <- do.call( + what = gratia::fitted_samples, + args = args + ) # Rt calculation fitted <- rt_by_group(fitted, group_cols = ".draw", diff --git a/R/print.R b/R/print.R index 18f1e18..5096c78 100644 --- a/R/print.R +++ b/R/print.R @@ -80,6 +80,9 @@ print.RtGam <- function(x, ...) { } else { cat(length(unique(x[["data"]][["group"]]))) } + if (is.factor(x[["data"]][["day_of_week"]])) { + cat("\nUsing day-of-week effects") + } cat("\n\n") invisible(x) } From 65e31a8808513de6ed8b789de6f7ee9228502e26 Mon Sep 17 00:00:00 2001 From: Zachary Susswein Date: Thu, 28 Nov 2024 09:24:54 -0500 Subject: [PATCH 06/18] Bump NEWS --- NEWS.md | 1 + 1 file changed, 1 insertion(+) diff --git a/NEWS.md b/NEWS.md index 235fc84..3fa174d 100644 --- a/NEWS.md +++ b/NEWS.md @@ -2,6 +2,7 @@ ## Features * Add day of week effect to simulated timeseries (#91) +* Estimate day-of-week effects in the fitted model and correct for them in growth rate estimation (#89) # RtGam v0.2.0 From 3c91429197759b6898917533abbec42fc958acca Mon Sep 17 00:00:00 2001 From: Zachary Susswein Date: Thu, 28 Nov 2024 10:25:43 -0500 Subject: [PATCH 07/18] Cover unreachable condition --- tests/testthat/_snaps/dataset_creator.md | 8 ++++++++ tests/testthat/test-dataset_creator.R | 6 ++++++ 2 files changed, 14 insertions(+) create mode 100644 tests/testthat/_snaps/dataset_creator.md diff --git a/tests/testthat/_snaps/dataset_creator.md b/tests/testthat/_snaps/dataset_creator.md new file mode 100644 index 0000000..28237f0 --- /dev/null +++ b/tests/testthat/_snaps/dataset_creator.md @@ -0,0 +1,8 @@ +# Day of week parsed appropriately + + Code + set_day_of_week_factor(NULL, reference_date) + Condition + Error in `set_day_of_week_factor()`: + ! `day_of_week` has an unexpected type. See `?RtGam()` + diff --git a/tests/testthat/test-dataset_creator.R b/tests/testthat/test-dataset_creator.R index ba736d8..799eacc 100644 --- a/tests/testthat/test-dataset_creator.R +++ b/tests/testthat/test-dataset_creator.R @@ -94,4 +94,10 @@ test_that("Day of week parsed appropriately", { set_day_of_week_factor(day_of_week_manual, reference_date), expected ) + + # Case 4: Surprise unreachable + expect_snapshot( + set_day_of_week_factor(NULL, reference_date), + error = TRUE + ) }) From a874635d016aa2d954660090ab96d4056ea96381 Mon Sep 17 00:00:00 2001 From: Zachary Susswein Date: Thu, 28 Nov 2024 10:36:48 -0500 Subject: [PATCH 08/18] Clean up and test print output --- R/print.R | 7 ++++++- tests/testthat/_snaps/print.md | 22 ++++++++++++++++++++++ tests/testthat/test-print.R | 17 +++++++++++++++++ 3 files changed, 45 insertions(+), 1 deletion(-) diff --git a/R/print.R b/R/print.R index 5096c78..2f99b2c 100644 --- a/R/print.R +++ b/R/print.R @@ -65,6 +65,9 @@ print.RtGam <- function(x, ...) { cat(x$k, "\n") cat("Family:", x$model$family$family, "\n") cat("Link function:", x$model$family$link) + if (is.factor(x[["data"]][["day_of_week"]])) { + cat("\nUsing day-of-week effects") + } cat("\n===============================\n") # Data @@ -81,8 +84,10 @@ print.RtGam <- function(x, ...) { cat(length(unique(x[["data"]][["group"]]))) } if (is.factor(x[["data"]][["day_of_week"]])) { - cat("\nUsing day-of-week effects") + cat("\nDay-of-week levels: ") + cat(nlevels(x[["data"]][["day_of_week"]])) } + cat("\n\n") invisible(x) } diff --git a/tests/testthat/_snaps/print.md b/tests/testthat/_snaps/print.md index f9b3f86..760126a 100644 --- a/tests/testthat/_snaps/print.md +++ b/tests/testthat/_snaps/print.md @@ -58,3 +58,25 @@ Distinct groups: 2 +# Print method prints day of week effect + + Code + print(mock_RtGam) + Output + =============================== + Fitted RtGam model object (MockBackend) + =============================== + + Model type: Non-adaptive (m = 1) + Specified maximum smoothing basis dimension: 5 + Family: poisson + Link function: log + Using day-of-week effects + =============================== + + Observed data points: 10 + Distinct reference dates: 10 + Distinct groups: 2 + Day-of-week levels: 10 + + diff --git a/tests/testthat/test-print.R b/tests/testthat/test-print.R index c935718..6f9ce61 100644 --- a/tests/testthat/test-print.R +++ b/tests/testthat/test-print.R @@ -45,3 +45,20 @@ test_that("print method produces output for non-adaptive", { expect_snapshot(print(mock_RtGam)) }) + +test_that("Print method prints day of week effect", { + mock_RtGam <- list( + backend = "MockBackend", + m = 1, + k = 5, + model = list(family = list(family = "poisson", link = "log")), + data = data.frame( + reference_date = as.Date("2020-01-01") + 1:10, + group = c(rep("a", 5), rep("b", 5)), + day_of_week = as.factor(1:10) + ) + ) + class(mock_RtGam) <- "RtGam" + + expect_snapshot(print(mock_RtGam)) +}) From 274a55eb654b61e8ffe6c505bfcbb7855bf6c2f1 Mon Sep 17 00:00:00 2001 From: Zachary Susswein Date: Thu, 28 Nov 2024 11:19:22 -0500 Subject: [PATCH 09/18] Clean up the docs some more --- R/RtGam.R | 16 +++++++++++----- R/predict.R | 6 ++++-- inst/WORDLIST | 5 +++-- man/RtGam.Rd | 17 ++++++++++++----- man/dataset_creator.Rd | 10 +++++----- man/predict.RtGam.Rd | 5 +++-- man/predictor.Rd | 5 +++-- 7 files changed, 41 insertions(+), 23 deletions(-) diff --git a/R/RtGam.R b/R/RtGam.R index 400da28..6733ddf 100644 --- a/R/RtGam.R +++ b/R/RtGam.R @@ -23,11 +23,11 @@ #' implemented and a value other than `NULL` will throw an error. #' @param day_of_week A boolean or a vector of custom values to be applied to the #' model as a random effect. If `TRUE`, then `RtGam` will use the parsed -#' `reference_date` values to infer the day of week of the observed date. -#' If a vector, the values will be coerced to a factor and the values will -#' be used as a custom day-of-week effect implementation. This could be used -#' to create a weekend/weekday-only effect or adjust for a holiday. If `FALSE` -#' no day of week effect is applied. +#' `reference_date` values to infer the day of week. If a vector of the same +#' length as `reference_date`, then the user-supplied values are used as the +#' day-of-week effect, overriding the actual day of week. This approach can +#' be used to, for example, adjust for atypical reporting due to a holiday. +#' If `FALSE` no day of week effect is applied. #' @param k An integer, the _total_ dimension of all the smoothing basis #' functions. Defaults to `smooth_dim_heuristic(length(cases))`, which picks a #' reasonable estimate based on the number of provided data points. This total @@ -66,6 +66,12 @@ #' * backend: The user-provided `backend` argument #' * formula: The formula object provided to the model #' * diagnostics: The quantitative diagnostics of the model fit +#' @references +#' Mellor, Jonathon, et al. "An Application of Nowcasting Methods: Cases of +#' Norovirus during the Winter 2023/2024 in England." medRxiv (2024): 2024-07. \cr +#' Ward, Thomas, et al. "Growth, reproduction numbers and factors affecting the +#' spread of SARS-CoV-2 novel variants of concern in the UK from October 2020 +#' to July 2021: a modelling analysis." BMJ open 11.11 (2021): e056636. \cr #' @export #' @examples #' withr::with_seed(12345, { diff --git a/R/predict.R b/R/predict.R index 9338d2f..247011c 100644 --- a/R/predict.R +++ b/R/predict.R @@ -72,11 +72,12 @@ #' the `gratia` package. The model estimates basis function coefficients on the #' smooth terms \eqn{\hat \beta} and smoothing parameter(s) \eqn{\lambda}. The #' coefficients have the joint posterior distribution -#' \deqn{\beta | \lambda \sim N(\hat \beta, \mathbf{V}_{\hat \beta}} +#' \deqn{\beta | \lambda \sim N(\hat \beta, \mathbf{V}_{\hat \beta})} #' where \eqn{\mathbf{V}_{\hat \beta}} is the smoothing-parameter uncertainty #' corrected covariance matrix of the basis function coefficients. We draw #' samples from \eqn{\mathbf{V}_{\hat \beta}} and multiply them by the dates of -#' interest to generate posterior draws. +#' interest to generate posterior draws. If estimating `"Rt"` or `"r"` +#' the day-of-week effect is excluded (i.e., set to zero). #' #' For the intrinsic growth rate, we draw one day before and one day after every #' day of interest. We difference these two days within the smooth to get growth @@ -93,6 +94,7 @@ #' observation error to the posterior expected incident cases to generate #' posterior predicted incident cases. #' +#' #' @seealso [gratia::fitted_samples()], [gratia::posterior_samples()] #' @references Miller, David L. "Bayesian views of generalized additive #' modelling." arXiv preprint arXiv:1902.01330 (2019). diff --git a/inst/WORDLIST b/inst/WORDLIST index 14405d8..b8625c6 100644 --- a/inst/WORDLIST +++ b/inst/WORDLIST @@ -8,12 +8,13 @@ CoV Cori Dependabot Epidemiol -GHA Gratia Justfile MERCHANTABILITY Mellor NOTEs +Norovirus +Nowcasting PLoS PMF README @@ -35,9 +36,9 @@ ggplot http https md +medRxiv mgcv modelling -mutliply nolint nowcast oversmoothing diff --git a/man/RtGam.Rd b/man/RtGam.Rd index 4bafbf9..eeb6ca0 100644 --- a/man/RtGam.Rd +++ b/man/RtGam.Rd @@ -29,11 +29,11 @@ implemented and a value other than \code{NULL} will throw an error.} \item{day_of_week}{A boolean or a vector of custom values to be applied to the model as a random effect. If \code{TRUE}, then \code{RtGam} will use the parsed -\code{reference_date} values to infer the day of week of the observed date. -If a vector, the values will be coerced to a factor and the values will -be used as a custom day-of-week effect implementation. This could be used -to create a weekend/weekday-only effect or adjust for a holiday. If \code{FALSE} -no day of week effect is applied.} +\code{reference_date} values to infer the day of week. If a vector of the same +length as \code{reference_date}, then the user-supplied values are used as the +day-of-week effect, overriding the actual day of week. This approach can +be used to, for example, adjust for atypical reporting due to a holiday. +If \code{FALSE} no day of week effect is applied.} \item{k}{An integer, the \emph{total} dimension of all the smoothing basis functions. Defaults to \code{smooth_dim_heuristic(length(cases))}, which picks a @@ -103,6 +103,13 @@ reference_date <- seq.Date( fit <- RtGam(cases, reference_date) fit } +\references{ +Mellor, Jonathon, et al. "An Application of Nowcasting Methods: Cases of +Norovirus during the Winter 2023/2024 in England." medRxiv (2024): 2024-07. \cr +Ward, Thomas, et al. "Growth, reproduction numbers and factors affecting the +spread of SARS-CoV-2 novel variants of concern in the UK from October 2020 +to July 2021: a modelling analysis." BMJ open 11.11 (2021): e056636. \cr +} \seealso{ \code{\link[=smooth_dim_heuristic]{smooth_dim_heuristic()}} more information on the smoothing basis dimension, \link[mgcv:choose.k]{mgcv::choose.k} for more general guidance on GAMs from \code{mgcv}, diff --git a/man/dataset_creator.Rd b/man/dataset_creator.Rd index 77b7079..3a1e602 100644 --- a/man/dataset_creator.Rd +++ b/man/dataset_creator.Rd @@ -19,11 +19,11 @@ implemented and a value other than \code{NULL} will throw an error.} \item{day_of_week}{A boolean or a vector of custom values to be applied to the model as a random effect. If \code{TRUE}, then \code{RtGam} will use the parsed -\code{reference_date} values to infer the day of week of the observed date. -If a vector, the values will be coerced to a factor and the values will -be used as a custom day-of-week effect implementation. This could be used -to create a weekend/weekday-only effect or adjust for a holiday. If \code{FALSE} -no day of week effect is applied.} +\code{reference_date} values to infer the day of week. If a vector of the same +length as \code{reference_date}, then the user-supplied values are used as the +day-of-week effect, overriding the actual day of week. This approach can +be used to, for example, adjust for atypical reporting due to a holiday. +If \code{FALSE} no day of week effect is applied.} \item{backend}{One of \code{gam} or \code{bam}; defaults to \code{gam}. In general, models should be fit with \code{\link[mgcv:gam]{mgcv::gam()}}. If \code{\link[mgcv:gam]{mgcv::gam()}} is too slow, diff --git a/man/predict.RtGam.Rd b/man/predict.RtGam.Rd index 1cc00ac..f194e2f 100644 --- a/man/predict.RtGam.Rd +++ b/man/predict.RtGam.Rd @@ -124,11 +124,12 @@ Samples are drawn from the posterior distribution of the fitted model using the \code{gratia} package. The model estimates basis function coefficients on the smooth terms \eqn{\hat \beta} and smoothing parameter(s) \eqn{\lambda}. The coefficients have the joint posterior distribution -\deqn{\beta | \lambda \sim N(\hat \beta, \mathbf{V}_{\hat \beta}} +\deqn{\beta | \lambda \sim N(\hat \beta, \mathbf{V}_{\hat \beta})} where \eqn{\mathbf{V}_{\hat \beta}} is the smoothing-parameter uncertainty corrected covariance matrix of the basis function coefficients. We draw samples from \eqn{\mathbf{V}_{\hat \beta}} and multiply them by the dates of -interest to generate posterior draws. +interest to generate posterior draws. If estimating \code{"Rt"} or \code{"r"} +the day-of-week effect is excluded (i.e., set to zero). For the intrinsic growth rate, we draw one day before and one day after every day of interest. We difference these two days within the smooth to get growth diff --git a/man/predictor.Rd b/man/predictor.Rd index 015a06d..1a753d8 100644 --- a/man/predictor.Rd +++ b/man/predictor.Rd @@ -150,11 +150,12 @@ Samples are drawn from the posterior distribution of the fitted model using the \code{gratia} package. The model estimates basis function coefficients on the smooth terms \eqn{\hat \beta} and smoothing parameter(s) \eqn{\lambda}. The coefficients have the joint posterior distribution -\deqn{\beta | \lambda \sim N(\hat \beta, \mathbf{V}_{\hat \beta}} +\deqn{\beta | \lambda \sim N(\hat \beta, \mathbf{V}_{\hat \beta})} where \eqn{\mathbf{V}_{\hat \beta}} is the smoothing-parameter uncertainty corrected covariance matrix of the basis function coefficients. We draw samples from \eqn{\mathbf{V}_{\hat \beta}} and multiply them by the dates of -interest to generate posterior draws. +interest to generate posterior draws. If estimating \code{"Rt"} or \code{"r"} +the day-of-week effect is excluded (i.e., set to zero). For the intrinsic growth rate, we draw one day before and one day after every day of interest. We difference these two days within the smooth to get growth From 566a8db50d93adffe6fa86db3131bac82d939be1 Mon Sep 17 00:00:00 2001 From: Zachary Susswein Date: Fri, 29 Nov 2024 12:13:42 -0500 Subject: [PATCH 10/18] Bump NEWS From f13f3f84bc098e6ab4a701db962ed2759ea50606 Mon Sep 17 00:00:00 2001 From: Zachary Susswein Date: Mon, 2 Dec 2024 14:06:22 -0500 Subject: [PATCH 11/18] Handle different cases for prediction --- R/RtGam.R | 3 +- R/predict.R | 115 ++- R/print.R | 4 +- man/RtGam.Rd | 2 +- man/predict.RtGam.Rd | 11 + man/predictor.Rd | 11 + tests/testthat/_snaps/plot/forecast.svg | 776 ++++++++++++--------- tests/testthat/_snaps/plot/obs-cases.svg | 764 +++++++++++--------- tests/testthat/_snaps/plot/r.svg | 279 ++++---- tests/testthat/_snaps/plot/rt.svg | 261 +++---- tests/testthat/data/stochastic_sir_fit.rds | Bin 389329 -> 1182880 bytes tests/testthat/test-RtGam.R | 3 +- tests/testthat/test-predict.R | 55 +- 13 files changed, 1308 insertions(+), 976 deletions(-) diff --git a/R/RtGam.R b/R/RtGam.R index 6733ddf..15dc38c 100644 --- a/R/RtGam.R +++ b/R/RtGam.R @@ -88,7 +88,7 @@ RtGam <- function(cases, reference_date, group = NULL, - day_of_week = FALSE, + day_of_week = TRUE, k = smooth_dim_heuristic(length(cases)), m = penalty_dim_heuristic(length(unique(reference_date))), backend = "gam", @@ -133,6 +133,7 @@ RtGam <- function(cases, fit = fit, df = df, group = group, + day_of_week = day_of_week, k = k, m = m, backend = backend, diff --git a/R/predict.R b/R/predict.R index 247011c..52d02a4 100644 --- a/R/predict.R +++ b/R/predict.R @@ -15,6 +15,15 @@ #' @param min_date,max_date Optional. Date-like objects specifying the start #' and end of the prediction range. See **Details** for more information on #' their usage. +#' @param day_of_week How to handle day-of-week effects when predicting +#' `obs_cases`. Defaults to `TRUE`, which identifies and applies the fitted +#' day-of-week effect, if possible. When automatic detection fails or +#' different levels are desirable, custom levels can be applied with a vector +#' of equal length to the number of desired dates. If `FALSE`, the day-of-week +#' effect is turned off (i.e., set to zero). When predicting parameters other +#' than `obs_cases` or `object` is an `RtGam` model that did not include +#' day-of-week effects, the day-of-week effect is turned off and this argument +#' is silently ignored. #' @param n An integer specifying the number of posterior samples to use #' for predictions. Default is 100. #' @param mean_delay Optional. An integer specifying the mean number of days @@ -134,6 +143,7 @@ predict.RtGam <- function( horizon = NULL, min_date = NULL, max_date = NULL, + day_of_week = TRUE, n = 100, mean_delay = NULL, gi_pmf = NULL, @@ -150,6 +160,7 @@ predict.RtGam <- function( horizon = horizon, min_date = min_date, max_date = max_date, + day_of_week = day_of_week, n = n, mean_delay = mean_delay, gi_pmf = gi_pmf, @@ -197,6 +208,7 @@ predict_obs_cases <- function( horizon = NULL, min_date = NULL, max_date = NULL, + day_of_week = TRUE, n = 10, gi_pmf = NULL, seed = 12345, @@ -208,19 +220,31 @@ predict_obs_cases <- function( min_date = min_date, max_date = max_date, horizon = horizon, + day_of_week = day_of_week, call = call ) - # Use `posterior_samples()` over `fitted_samples()` to get response - # w/ obs uncertainty - fitted <- gratia::posterior_samples( - object[["model"]], + args <- list( + model = object[["model"]], data = newdata, - unconditional = TRUE, n = n, seed = seed, + unconditional = TRUE, ... ) + # Turn off day of week only if requested and also + # was set to on in the model fitting + if ( + is.factor(object[["data"]][["day_of_week"]]) && rlang::is_false(day_of_week) + ) { + args[["exclude"]] <- "s(day_of_week)" + } + fitted <- do.call( + what = gratia::posterior_samples, + args = args + ) + fitted[".response"] <- as.integer(fitted[[".response"]]) + format_predicted_dataframe(fitted, newdata) } @@ -429,6 +453,7 @@ create_newdata_dataframe <- function( min_date, max_date, horizon, + day_of_week, mean_delay, gi_pmf, delta = delta, @@ -465,10 +490,18 @@ create_newdata_dataframe <- function( ) } + newdata <- gratia::data_slice(object[["model"]], timestep = timesteps) newdata[".row"] <- seq_along(timesteps) newdata["reference_date"] <- desired_dates + if (parameter == "obs_cases") { + if (!rlang::is_false(day_of_week)) { + dow <- extract_dow_for_predict(object, day_of_week, desired_dates, call) + newdata["day_of_week"] <- dow + } + } + newdata } @@ -537,3 +570,75 @@ rt_by_group <- function(df, group_cols, value_col, vec) { do.call(rbind, grouped_rt) } + +#' Manually map day-of-week effects, imputing where possible and outputting +#' an informative error message where not. +#' @noRd +extract_dow_for_predict <- function(object, day_of_week, desired_dates, call) { + validate_day_of_week(day_of_week) + + fit_data <- object[["data"]] + matching_dates <- desired_dates %in% fit_data[["reference_date"]] + all_desired_dates_in_fit <- all(matching_dates) + is_custom_vec <- !rlang::is_true(day_of_week) && !rlang::is_false(day_of_week) + if ( + rlang::is_true(day_of_week) && all_desired_dates_in_fit + ) { + desired_dates <- fit_data[ + which(matching_dates), + c("day_of_week", "reference_date") + ] + # dedupe in case of groups + deduped <- unique(desired_dates) + as.factor(deduped[["day_of_week"]]) + } else if ( + rlang::is_true(object[["day_of_week"]]) && rlang::is_true(day_of_week) + ) { + # If using default, we can impute day of week pattern + set_day_of_week_factor(object[["day_of_week"]], desired_dates) + } else if ( + is_custom_vec && length(day_of_week) == length(desired_dates) + ) { + # If user passes an appropriate length vector and is using + # a custom day of week, use their input + + # First check that all the levels were used in the fit + factor_dow <- as.factor(day_of_week) + known <- all(factor_dow %in% object[["data"]][["day_of_week"]]) + if (!all(known)) { + cli::cli_abort(c( + "{.arg day_of_week} provided unknown level", + "!" = "Known levels: {.val {unique(fit_data[['day_of_week']])}}", + "x" = "Provided but unknown: {.val {unique(day_of_week[!known])}}" + ), call = call) + } + # If yes, return user-provided custom vector + factor_dow + } else if (!rlang::is_true(day_of_week)) { + # If vector provided but malformed error out with fix + n <- length(desired_dates) + mind <- min(desired_dates) + maxd <- max(desired_dates) + missing <- desired_dates[which(!matching_dates)] + + cli::cli_abort(c( + "{.arg day_of_week} was provided a vector of the wrong length", + ">" = "Provide {.val {n}} values, for {.val {mind}} to {.val {maxd}}", + "x" = "Was provided {.val {length(day_of_week)}} values instead" + )) + } else { + # Error out with informative message about custom day of week levels + n <- length(desired_dates) + mind <- min(desired_dates) + maxd <- max(desired_dates) + missing <- desired_dates[which(!matching_dates)] + + # Else tell user what we need + cli::cli_abort(c( + "{.arg day_of_week} required when using custom levels and new dates", + "x" = "{.val {missing}} {?wasn't/weren't} in the call to {.fn RtGam}", + "i" = "Pass {.fn predict} {.arg day_of_week} a vector of values to use", + ">" = "Provide {.val {n}} values, for {.val {mind}} to {.val {maxd}}" + )) + } +} diff --git a/R/print.R b/R/print.R index 2f99b2c..458f836 100644 --- a/R/print.R +++ b/R/print.R @@ -3,6 +3,7 @@ new_RtGam <- function(fit, df, group, + day_of_week, k, m, backend, @@ -17,7 +18,8 @@ new_RtGam <- function(fit, m = m, backend = backend, formula = formula, - diagnostics = diagnostics + diagnostics = diagnostics, + day_of_week = day_of_week ) structure(formatted, class = "RtGam") diff --git a/man/RtGam.Rd b/man/RtGam.Rd index eeb6ca0..3a39e78 100644 --- a/man/RtGam.Rd +++ b/man/RtGam.Rd @@ -8,7 +8,7 @@ RtGam( cases, reference_date, group = NULL, - day_of_week = FALSE, + day_of_week = TRUE, k = smooth_dim_heuristic(length(cases)), m = penalty_dim_heuristic(length(unique(reference_date))), backend = "gam", diff --git a/man/predict.RtGam.Rd b/man/predict.RtGam.Rd index f194e2f..19e2d40 100644 --- a/man/predict.RtGam.Rd +++ b/man/predict.RtGam.Rd @@ -10,6 +10,7 @@ horizon = NULL, min_date = NULL, max_date = NULL, + day_of_week = TRUE, n = 100, mean_delay = NULL, gi_pmf = NULL, @@ -33,6 +34,16 @@ predicts the next 7 days.} and end of the prediction range. See \strong{Details} for more information on their usage.} +\item{day_of_week}{How to handle day-of-week effects when predicting +\code{obs_cases}. Defaults to \code{TRUE}, which identifies and applies the fitted +day-of-week effect, if possible. When automatic detection fails or +different levels are desirable, custom levels can be applied with a vector +of equal length to the number of desired dates. If \code{FALSE}, the day-of-week +effect is turned off (i.e., set to zero). When predicting parameters other +than \code{obs_cases} or \code{object} is an \code{RtGam} model that did not include +day-of-week effects, the day-of-week effect is turned off and this argument +is silently ignored.} + \item{n}{An integer specifying the number of posterior samples to use for predictions. Default is 100.} diff --git a/man/predictor.Rd b/man/predictor.Rd index 1a753d8..e8b91e8 100644 --- a/man/predictor.Rd +++ b/man/predictor.Rd @@ -12,6 +12,7 @@ predict_obs_cases( horizon = NULL, min_date = NULL, max_date = NULL, + day_of_week = TRUE, n = 10, gi_pmf = NULL, seed = 12345, @@ -57,6 +58,16 @@ predicts the next 7 days.} and end of the prediction range. See \strong{Details} for more information on their usage.} +\item{day_of_week}{How to handle day-of-week effects when predicting +\code{obs_cases}. Defaults to \code{TRUE}, which identifies and applies the fitted +day-of-week effect, if possible. When automatic detection fails or +different levels are desirable, custom levels can be applied with a vector +of equal length to the number of desired dates. If \code{FALSE}, the day-of-week +effect is turned off (i.e., set to zero). When predicting parameters other +than \code{obs_cases} or \code{object} is an \code{RtGam} model that did not include +day-of-week effects, the day-of-week effect is turned off and this argument +is silently ignored.} + \item{n}{An integer specifying the number of posterior samples to use for predictions. Default is 100.} diff --git a/tests/testthat/_snaps/plot/forecast.svg b/tests/testthat/_snaps/plot/forecast.svg index 5db8e21..1cb7a25 100644 --- a/tests/testthat/_snaps/plot/forecast.svg +++ b/tests/testthat/_snaps/plot/forecast.svg @@ -21,348 +21,448 @@ - - + + - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + 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b/tests/testthat/_snaps/plot/obs-cases.svg index 705e71c..6efbb4f 100644 --- a/tests/testthat/_snaps/plot/obs-cases.svg +++ b/tests/testthat/_snaps/plot/obs-cases.svg @@ -21,337 +21,447 @@ - - + + - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + 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