# age_con = function(ages,error_type,error_lim,read_col, age_col, readid_col,fishid_col,reader_col) {
# if(error_type == 'cv') {
# a = with(ages, aggregate(age, list(reader_col,fishid_col,readid_col), FUN = max))
# a_by = by(
# a,
# INDICES = a[,fishid_col],
# FUN = funtion(x) {
# x$R = length(x[,readid_col])
# return(x)
# }
# )
# a_comb = do.call(rbind, a_by)
# return(a)
# }
# }
#
# test = age_con(
# ages = pass_reads, error_type = 'ape',error_lim = 10,
# read_col = 'obs',age_col = 'age',readid_col = 'readid',fishid_col = 'fishid'
# )
#
# test = with(pass_reads, by(fishid, readid, obs, FUN = max))
#
# test = with(pass_reads, aggregate(age, list(obs,fishid, readid), FUN = max))
#
# test_by = by(
# pass_reads,
# INDICES = pass_reads[,c('obs','fishid','readid')],
# FUN = function(x) {
# data.frame(
# age = max(age)
# )
# }
# )
# test =
#
# names(test) = c('obs','fishid','readid','age')
#
# test_by = by(
# test,
# INDICES = test[,'fishid'],
# FUN = function(x) {
# x$R = length(x[,'readid'])
# return(x)
# }
# )
#
# test_comb = do.call(rbind, test_by)
#
# error = with(test_comb, aggregate())
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