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add steps to cfr activity
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instructors/data/02-practical-activity-2.R

Lines changed: 17 additions & 3 deletions
Original file line numberDiff line numberDiff line change
@@ -3,6 +3,7 @@
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# Practical 2
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# Activity 2
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# step: fill in your room number
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room_number <- #<COMPLETE> replace with 1/2/3/4
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# Load packages -----------------------------------------------------------
@@ -12,6 +13,7 @@ library(tidyverse)
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# Read reported cases -----------------------------------------------------
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# step: Paste the URL links as a string to read input data.
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disease_dat <- readr::read_rds(
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#<COMPLETE>
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)
@@ -20,6 +22,7 @@ disease_dat
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# Create incidence object ------------------------------------------------
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# step: Fill in the argument to plot an incidence curve.
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disease_incidence <- disease_dat %>%
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incidence2::incidence(
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#<COMPLETE>
@@ -30,10 +33,17 @@ plot(disease_incidence)
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# Confirm {cfr} data input format ----------------------------------------
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# Is the input data already adapted to {cfr} input?
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# step: Check if the column names in incidence data
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# match the {cfr} requirement of column names:
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# date, cases, deaths
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disease_dat
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# Is the input data already adapted to {cfr} input?
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# If yes, use:
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disease_adapted <- disease_dat
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# OR
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# Does the input data need to be adapted to {cfr}?
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# If not, use cfr::prepare_data() to adapted it:
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disease_adapted <- disease_incidence %>%
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cfr::prepare_data(
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#<COMPLETE>
@@ -42,12 +52,14 @@ disease_adapted <- disease_incidence %>%
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disease_adapted
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# Access delay distribution -----------------------------------------------
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# step: Access to the probability distribution for the delay from case onset to death.
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# What delay you need to use to adjust the CFR?
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# What delay you need to use to adjust the CFR? (based on the disease)
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disease_delay <- epiparameter::#<COMPLETE>
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# Estimate naive and adjusted CFR ----------------------------------------
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# step: Estimate the naive and delay-adjusted CFR.
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# Estimate static CFR
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disease_adapted %>%
@@ -59,4 +71,6 @@ disease_adapted %>%
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delay_density = #<COMPLETE>
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)
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# step: Paste both outputs. Reply to questions.
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# nolint end

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