From e0446449282c26f36bd0b0fc8dabfa7a13f458a9 Mon Sep 17 00:00:00 2001 From: Emily Przykucki Date: Tue, 3 Mar 2026 11:41:51 -0500 Subject: [PATCH 1/4] adding new doc article (test) --- docs/articles/acciddasuite.html | 108 +++++++++--------- .../figure-html/models-1.png | Bin 59210 -> 59233 bytes .../figure-html/tscv-setup-1.png | Bin 88433 -> 88181 bytes docs/articles/index.html | 5 +- vignettes/acciddasuite.Rmd | 2 +- vignettes/external_data.Rmd | 20 ++++ 6 files changed, 79 insertions(+), 56 deletions(-) create mode 100644 vignettes/external_data.Rmd diff --git a/docs/articles/acciddasuite.html b/docs/articles/acciddasuite.html index 4768f26..55a3c0e 100644 --- a/docs/articles/acciddasuite.html +++ b/docs/articles/acciddasuite.html @@ -39,7 +39,8 @@ @@ -95,7 +96,7 @@

Statistical Modelling get_data

-

Ideally, you would load your own data here.

+

If you would like to load your own data, you can follow these steps for formatting.

For demonstration purposes, we will load data from the CDC National Health Safety Network. The data dictionary is available here.

@@ -106,19 +107,19 @@ 

df <- get_data(pathogen = "covid", geo_values = "ny") summary(df) #> as_of location target -#> Min. :2026-01-25 Length:286 Length:286 -#> 1st Qu.:2026-01-25 Class :character Class :character -#> Median :2026-01-25 Mode :character Mode :character -#> Mean :2026-01-25 -#> 3rd Qu.:2026-01-25 -#> Max. :2026-01-25 +#> Min. :2026-02-22 Length:290 Length:290 +#> 1st Qu.:2026-02-22 Class :character Class :character +#> Median :2026-02-22 Mode :character Mode :character +#> Mean :2026-02-22 +#> 3rd Qu.:2026-02-22 +#> Max. :2026-02-22 #> target_end_date observation #> Min. :2020-08-08 Min. : 60.0 -#> 1st Qu.:2021-12-19 1st Qu.: 461.2 -#> Median :2023-05-02 Median : 995.0 -#> Mean :2023-05-02 Mean : 1644.0 -#> 3rd Qu.:2024-09-12 3rd Qu.: 2241.8 -#> Max. :2026-01-24 Max. :11833.0

+#> 1st Qu.:2021-12-26 1st Qu.: 443.5 +#> Median :2023-05-16 Median : 984.5 +#> Mean :2023-05-16 Mean : 1626.0 +#> 3rd Qu.:2024-10-03 3rd Qu.: 2219.5 +#> Max. :2026-02-21 Max. :11833.0

Time Series Cross-Validation @@ -174,15 +175,15 @@

Time Series Cross-Validation#> Models evaluated: #> model_id wis #> <char> <num> -#> ARIMA 39.46377 -#> ETS 39.50977 -#> THETA 43.41059 -#> ENSEMBLE 63.82600 -#> SNAIVE 272.68963 +#> ARIMA 26.46758 +#> ETS 31.84685 +#> THETA 39.46278 +#> ENSEMBLE 65.96257 +#> SNAIVE 294.18118 #> #> Forecast horizon: -#> From: 2025-12-27 -#> To: 2026-02-21 +#> From: 2026-01-24 +#> To: 2026-03-21 #> #> Contents: #> $hubcast hub forecast object @@ -196,21 +197,21 @@

Time Series Cross-Validation#> # A tibble: 200 × 9 #> model_id reference_date target horizon location target_end_date output_type #> <chr> <date> <chr> <int> <chr> <date> <chr> -#> 1 ARIMA 2025-12-20 wk inc … 1 NY 2025-12-27 quantile -#> 2 ARIMA 2025-12-20 wk inc … 1 NY 2025-12-27 quantile -#> 3 ARIMA 2025-12-20 wk inc … 1 NY 2025-12-27 quantile -#> 4 ARIMA 2025-12-20 wk inc … 1 NY 2025-12-27 quantile -#> 5 ARIMA 2025-12-20 wk inc … 1 NY 2025-12-27 quantile -#> 6 ARIMA 2025-12-20 wk inc … 2 NY 2026-01-03 quantile -#> 7 ARIMA 2025-12-20 wk inc … 2 NY 2026-01-03 quantile -#> 8 ARIMA 2025-12-20 wk inc … 2 NY 2026-01-03 quantile -#> 9 ARIMA 2025-12-20 wk inc … 2 NY 2026-01-03 quantile -#> 10 ARIMA 2025-12-20 wk inc … 2 NY 2026-01-03 quantile +#> 1 ARIMA 2026-01-17 wk inc … 1 NY 2026-01-24 quantile +#> 2 ARIMA 2026-01-17 wk inc … 1 NY 2026-01-24 quantile +#> 3 ARIMA 2026-01-17 wk inc … 1 NY 2026-01-24 quantile +#> 4 ARIMA 2026-01-17 wk inc … 1 NY 2026-01-24 quantile +#> 5 ARIMA 2026-01-17 wk inc … 1 NY 2026-01-24 quantile +#> 6 ARIMA 2026-01-17 wk inc … 2 NY 2026-01-31 quantile +#> 7 ARIMA 2026-01-17 wk inc … 2 NY 2026-01-31 quantile +#> 8 ARIMA 2026-01-17 wk inc … 2 NY 2026-01-31 quantile +#> 9 ARIMA 2026-01-17 wk inc … 2 NY 2026-01-31 quantile +#> 10 ARIMA 2026-01-17 wk inc … 2 NY 2026-01-31 quantile #> # ℹ 190 more rows #> # ℹ 2 more variables: output_type_id <chr>, value <dbl> #> #> $oracle_output -#> # A tibble: 286 × 6 +#> # A tibble: 290 × 6 #> location target_end_date target output_type output_type_id oracle_value #> <chr> <date> <chr> <chr> <lgl> <dbl> #> 1 NY 2020-08-08 wk inc covi… quantile NA 517 @@ -223,23 +224,23 @@

Time Series Cross-Validation#> 8 NY 2020-09-26 wk inc covi… quantile NA 656 #> 9 NY 2020-10-03 wk inc covi… quantile NA 851 #> 10 NY 2020-10-10 wk inc covi… quantile NA 840 -#> # ℹ 276 more rows +#> # ℹ 280 more rows fcast$score #> Key: <model_id> #> model_id wis interval_coverage_50 interval_coverage_95 #> <char> <num> <num> <num> -#> 1: ARIMA 39.46377 0.75 1 -#> 2: ETS 39.50977 1.00 1 -#> 3: THETA 43.41059 0.50 1 -#> 4: ENSEMBLE 63.82600 1.00 1 -#> 5: SNAIVE 272.68963 0.25 1 +#> 1: ARIMA 26.46758 1.00 1 +#> 2: ETS 31.84685 0.75 1 +#> 3: THETA 39.46278 0.75 1 +#> 4: ENSEMBLE 65.96257 0.75 1 +#> 5: SNAIVE 294.18118 0.00 1 #> wis_relative_skill #> <num> -#> 1: 0.6052929 -#> 2: 0.6059985 -#> 3: 0.6658289 -#> 4: 0.9789593 -#> 5: 4.1824967

+#> 1: 0.4578656 +#> 2: 0.5509222 +#> 3: 0.6826712 +#> 4: 1.1410939 +#> 5: 5.0890734

Adding extra_models @@ -272,20 +273,19 @@

Adding extra_models#> <accida_cast> #> #> Models evaluated: -#> model_id wis -#> <char> <num> -#> EPIESTIM 30.78158 -#> ETS 32.52275 -#> ENSEMBLE 35.58608 -#> ARIMA 37.37021 -#> THETA 47.36624 -#> CUSTOM_ARIMA 126.93577 -#> SNAIVE 268.02628 -#> PROPHET 1664.29545 +#> model_id wis +#> <char> <num> +#> ARIMA 22.53968 +#> ETS 28.32143 +#> THETA 36.47991 +#> ENSEMBLE 45.91364 +#> CUSTOM_ARIMA 155.76232 +#> SNAIVE 288.46068 +#> PROPHET 679.18978 #> #> Forecast horizon: -#> From: 2025-12-27 -#> To: 2026-02-14 +#> From: 2026-01-24 +#> To: 2026-03-14 #> #> Contents: #> $hubcast hub forecast object diff --git a/docs/articles/acciddasuite_files/figure-html/models-1.png b/docs/articles/acciddasuite_files/figure-html/models-1.png index 0289971825a2ef35d368f16c808538541aeea2a9..abac647c10c6e08a0d1f1777393cee992790f13f 100644 GIT binary patch literal 59233 zcmeFZXH-;Mw=G(jP@)QosDPo09F(MF1Obbjk&GfBS&5R_1~7saP-F@u=M0kFVj@EU zl7o_S&gqVY?sLxfZaeLU_kO$|Up3vhp;&9KImhgyk3RaW7plr~lw@bgP$(27_SQ{x 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  • Time Series Cross-Validation @@ -175,15 +178,15 @@

    Time Series Cross-Validation#> Models evaluated: #> model_id wis #> <char> <num> -#> ARIMA 26.46758 -#> ETS 31.84685 -#> THETA 39.46278 -#> ENSEMBLE 65.96257 -#> SNAIVE 294.18118 +#> THETA 27.20068 +#> ARIMA 35.22355 +#> ETS 41.93945 +#> ENSEMBLE 53.91791 +#> SNAIVE 262.42959 #> #> Forecast horizon: -#> From: 2026-01-24 -#> To: 2026-03-21 +#> From: 2026-01-31 +#> To: 2026-03-28 #> #> Contents: #> $hubcast hub forecast object @@ -197,21 +200,21 @@

    Time Series Cross-Validation#> # A tibble: 200 × 9 #> model_id reference_date target horizon location target_end_date output_type #> <chr> <date> <chr> <int> <chr> <date> <chr> -#> 1 ARIMA 2026-01-17 wk inc … 1 NY 2026-01-24 quantile -#> 2 ARIMA 2026-01-17 wk inc … 1 NY 2026-01-24 quantile -#> 3 ARIMA 2026-01-17 wk inc … 1 NY 2026-01-24 quantile -#> 4 ARIMA 2026-01-17 wk inc … 1 NY 2026-01-24 quantile -#> 5 ARIMA 2026-01-17 wk inc … 1 NY 2026-01-24 quantile -#> 6 ARIMA 2026-01-17 wk inc … 2 NY 2026-01-31 quantile -#> 7 ARIMA 2026-01-17 wk inc … 2 NY 2026-01-31 quantile -#> 8 ARIMA 2026-01-17 wk inc … 2 NY 2026-01-31 quantile -#> 9 ARIMA 2026-01-17 wk inc … 2 NY 2026-01-31 quantile -#> 10 ARIMA 2026-01-17 wk inc … 2 NY 2026-01-31 quantile +#> 1 ARIMA 2026-01-24 wk inc … 1 NY 2026-01-31 quantile +#> 2 ARIMA 2026-01-24 wk inc … 1 NY 2026-01-31 quantile +#> 3 ARIMA 2026-01-24 wk inc … 1 NY 2026-01-31 quantile +#> 4 ARIMA 2026-01-24 wk inc … 1 NY 2026-01-31 quantile +#> 5 ARIMA 2026-01-24 wk inc … 1 NY 2026-01-31 quantile +#> 6 ARIMA 2026-01-24 wk inc … 2 NY 2026-02-07 quantile +#> 7 ARIMA 2026-01-24 wk inc … 2 NY 2026-02-07 quantile +#> 8 ARIMA 2026-01-24 wk inc … 2 NY 2026-02-07 quantile +#> 9 ARIMA 2026-01-24 wk inc … 2 NY 2026-02-07 quantile +#> 10 ARIMA 2026-01-24 wk inc … 2 NY 2026-02-07 quantile #> # ℹ 190 more rows #> # ℹ 2 more variables: output_type_id <chr>, value <dbl> #> #> $oracle_output -#> # A tibble: 290 × 6 +#> # A tibble: 291 × 6 #> location target_end_date target output_type output_type_id oracle_value #> <chr> <date> <chr> <chr> <lgl> <dbl> #> 1 NY 2020-08-08 wk inc covi… quantile NA 517 @@ -224,23 +227,23 @@

    Time Series Cross-Validation#> 8 NY 2020-09-26 wk inc covi… quantile NA 656 #> 9 NY 2020-10-03 wk inc covi… quantile NA 851 #> 10 NY 2020-10-10 wk inc covi… quantile NA 840 -#> # ℹ 280 more rows +#> # ℹ 281 more rows fcast$score #> Key: <model_id> #> model_id wis interval_coverage_50 interval_coverage_95 #> <char> <num> <num> <num> -#> 1: ARIMA 26.46758 1.00 1 -#> 2: ETS 31.84685 0.75 1 -#> 3: THETA 39.46278 0.75 1 -#> 4: ENSEMBLE 65.96257 0.75 1 -#> 5: SNAIVE 294.18118 0.00 1 +#> 1: THETA 27.20068 1.00 1 +#> 2: ARIMA 35.22355 0.75 1 +#> 3: ETS 41.93945 0.75 1 +#> 4: ENSEMBLE 53.91791 1.00 1 +#> 5: SNAIVE 262.42959 0.25 1 #> wis_relative_skill #> <num> -#> 1: 0.4578656 -#> 2: 0.5509222 -#> 3: 0.6826712 -#> 4: 1.1410939 -#> 5: 5.0890734

    +#> 1: 0.4826402 +#> 2: 0.6249954 +#> 3: 0.7441602 +#> 4: 0.9567021 +#> 5: 4.6564669

    Adding extra_models @@ -275,17 +278,17 @@

    Adding extra_models#> Models evaluated: #> model_id wis #> <char> <num> -#> ARIMA 22.53968 -#> ETS 28.32143 -#> THETA 36.47991 -#> ENSEMBLE 45.91364 -#> CUSTOM_ARIMA 155.76232 -#> SNAIVE 288.46068 -#> PROPHET 679.18978 +#> THETA 21.70325 +#> ARIMA 26.70864 +#> ETS 29.52682 +#> ENSEMBLE 36.52850 +#> CUSTOM_ARIMA 140.41996 +#> SNAIVE 284.57923 +#> PROPHET 425.66068 #> #> Forecast horizon: -#> From: 2026-01-24 -#> To: 2026-03-14 +#> From: 2026-01-31 +#> To: 2026-03-21 #> #> Contents: #> $hubcast hub forecast object diff --git a/docs/articles/acciddasuite_files/figure-html/models-1.png b/docs/articles/acciddasuite_files/figure-html/models-1.png index abac647c10c6e08a0d1f1777393cee992790f13f..d791214be76481f7ea1d77c812a3ee38cc008486 100644 GIT binary patch literal 58781 zcmeFZ2T+vTwl3P3Mbu?LMFp19dJ!S6N8Y|NqZ9=9puAIW&mC#W>+lm^E7yuW;m7`aw>0c97+P=ikK)zPj4=lD zCkA)@it>Z-@ov|&9tVT!8G@jdJbUi$ojhFM1kS$rIK0pArQDvUuPG>FcU4woeK~Re z>y@)F4)E~xb3IoYuD@h-H0Of#X_?bc|F|coZ%4V~h>1+d_Z_KcZCVz;a}(y)CSTdb 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zK~*4-(^2ToHR`odK=+wW%q-R*4W$Wd!Z+8_r$aGDnP3+mP}(4={#|o3>+Z<_%xFuj z937pw?8y4odV0MaJm)z2^A8<7SRb={ z_wL1Zh9BPUSGDBy;`o=Fo^Mxiz6CVrI1v86*=-of0L5TD;yke}(}E0js{h#RK~2-m zDS2BsD$O0^>_&{=Nv2}wjP}HH6xilRWMCDv_CMfIY0cYidz3}^z0HlY%vFQI(KR>7 za{SYoGRy~!++qI%r}KU=fLC6|!xKY0z$JVeI&Qqy&TT7NBd~KS`$n))N>KsU07ZcK zqhwI;PWg3-?)*?qTU*;WyYR5EkJ8>@z5jgo3v6>;M4N{JHO4boNe^hOn{27WZ#q|#6@uM8U+{JzWp`JnmGLnmf~ zaaEfaHoCLKJEUy-&&D`T_*35V?>~CUI6gf39PAqyYoN_fa%WtJ@^vjGl7t|&Nhr{T z=#`8Y8J+M4WA_X8B~SrbW%M=x=_O1hMZnX@Ari?Tx(1&L2%5j`NzrgDz37RvuTV}k z#5_0{^Y{mRxu{i`zjg0D=c9G!M0C?SEM$e#6a1}4)G0|J1_>t$^83@JaU z92sv;7zhz@4+Vl()_Hh6ux~QJ=-~rtn0K^Dc_E!67%-Vv0_AQEDmDOhps%6mJq{{3 zQ78F!Wzo%A%U4L~C<^@pa4~Gwkhhgc{zA>{=9U!Jv-?!d(8EGz-{qWp2vTw=U>W53J+IZ&M339oKwMDUDYDE zy|;5PgzW-NHE-Cu@VYpy-kM#8)}Mz)l(Lz5INQE&sMb$yytQ9Yjyu>xk&*KBD3ejb zK;|a{=OQ0HLa)#EsY{ikF4%?p!XE1+saDZZo-(vT6m=}yNGyE)_@ttL3182M+|w4( zeRWPpZ{IJ!prFx`&AHU)VgE$ji5rP_xU z#!~nwrRN1PlHd3Vc+!$zOIY#s6y # Utilizing external ground truth data -The ACCCIDDA suite of tools supports forecasting of hospitalization incidence due to COVID-19, RSV, or influenza. While you are able to quickly pull state-level `inc hosp` data using `get_data()`, you may desire to use your own hospitalization ground truth data for forecasting (i.e., as the `df` parameter for modeling in `get_fcast()`). To do so, you must coerce your data to adhere to the format described below. Please note that `get_fcast()` only processes one location at a time; so if you have multiple locations' ground truth data, you should separate your ground truth dataset into one data frame per location and then initiate a `get_fcast()` run for each. +The `acciddasuite` supports forecasting of hospitalization incidence due to COVID-19, RSV, or influenza based on given ground truth data. While you are able to quickly pull state-level `inc hosp` data using `get_data()`, you may desire to use your own hospitalization ground truth data for forecasting (i.e., as the `df` parameter for modeling in `get_fcast()`). To do so, you must esnure your data adheres to the format described below. Please note that `get_fcast()` only processes one location at a time; so if you have multiple locations' ground truth data, you should separate your ground truth dataset into one data frame per location and then initiate a `get_fcast()` run for each. @@ -21,8 +21,8 @@ Your ground truth data must contain 4 distinct columns: |-------------|-----------|-------------| |`target_end_date`|Date|The date for which an observation is recorded| |`observation`|numeric|The observed value for a given date| -|`location`|character|The location for which the data describes (e.g., "NY" or "nyc"). You may use any location identifier you like, as long as it is consistent and represented as a character.| -|`target`|character|The data stream being observed (e.g, "inc hosp influenza")| +|`location`|character|The location for which the data describes. You may use any location identifier you like, as long as it is consistent and represented as a character.| +|`target`|character|The data stream being observed (e.g, "inc hosp influenza" or "inc hosp rsv")| @@ -33,23 +33,63 @@ Once your data has `target_end_date`, `observation`, `location` and `target` col * `target_end_date` values should be unique and have no NAs (i.e., there should be no duplicate or missing values in the `target_end_date` column) * `target_end_date` values should be * Your data must be on a **weekly** cadence (i.e., `target_end_date` values should be exactly one week apart, **and be continuous from week 1 to end**) +* The `target` column must contain only one unique value (i.e, the same target is recorded for all of your data) * Your dataset should contain ≥ 52 entries (weeks of observations; rows) where the `target_end_date` is < the `eval_start_date` parameter you pass into `get_fcast()`. Please note that NA entries in the `observation` column will be filtered out silently, and may result in the reduction of number of observations in your dataset. It is optimal to ensure that NA values are resolved prior to use in `get_fcast()`. +After ensuring compliance with all of the stipulations above, you can read your dataset in (either as `data.frame` or `tibble`) and pass it as the `df` parameter in `get_fcast()`. +## Final form data -Properly converted data, for example, may resemble this: +Properly converted data, for example, your `df` may resemble this: ```{r, include=FALSE} df <- data.frame( - target_end_date = as.Date("2024-12-07") + seq(0, 35, by = 7), - observation = c(452, 489, 512, 601, 588, 540), + target_end_date = as.Date("2024-01-01") + seq(0, by = 7, length.out = 52), + observation = rpois(52, lambda = 20), location = "NY", target = "inc hosp influenza" ) ``` -```{r, echo=TRUE} +```{r, echo=FALSE} head(df) ``` -After ensuring compliance with all of the stipulations above, you can read your dataset in (either as `data.frame` or `tibble`) and pass it as the `df` parameter in `get_fcast()`. +Data type compliance: + +```{r} +class(df$target_end_date) +class(df$observation) +class(df$location) +class(df$target) +``` + +Which can now be used as the `df` parameter in `get_fcast()`: + +```{r, eval=FALSE} +x = get_fcast( + df, + eval_start_date = "2025-01-01", + h = 3, + top_n = 5 +) +``` + +where `eval_start_date` (`2025-01-01`) begins after 52 consecutive weeks of `target_end_date` entries: + +```{r, include=FALSE} +eval_start_date <- "2025-01-01" +``` + + +```{r} +sum(df$target_end_date < eval_start_date, na.rm = TRUE) +``` + +You can have more than 52 entries preceding your `eval_start_date`, but 52 is the minimum. + + + + + +