# These operations work best with the pipe and other tidyverse conventions
library(dplyr)
library(magrittr)
library(purrr)
library(tidyr)
# compute LL for one sample
sample_2_LL <- example_LL_data[5:8, ] %>%
left_join(example_tin_tares$`2020-05-24`) %>%
add_w() %>%
compute_LL()
sample_2_LL
# use dplyr and purrr to iterate over multiple samples using a list-column
# inside a nested tibble
example_LL_data %>%
left_join(example_tin_tares$`2020-05-24`) %>%
add_w() %>%
group_by(expt_mix_num) %>%
nest() %>%
mutate(LL = map_dbl(data, compute_LL) )
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