@@ -13,46 +13,45 @@ lambdas <- c(.05, .8)
1313antibodies <- c(" HlyE_IgA" , " HlyE_IgG" )
1414lifespan <- c(0 , 10 )
1515dlims = rbind(
16- " HlyE_IgA" = c(min = 0 , max = 0.5 ),
17- " HlyE_IgG" = c(min = 0 , max = 0.5 )
16+ " HlyE_IgA" = c(min = 0 , max = 0.5 ),
17+ " HlyE_IgG" = c(min = 0 , max = 0.5 )
18+ )
19+ sim_df <- sim_pop_data_multi(
20+ n_cores = n_cores ,
21+ lambdas = lambdas ,
22+ nclus = nclus ,
23+ sample_sizes = nrep ,
24+ age_range = lifespan ,
25+ antigen_isos = antibodies ,
26+ renew_params = FALSE ,
27+ add_noise = TRUE ,
28+ curve_params = dmcmc ,
29+ noise_limits = dlims ,
30+ format = " long"
1831)
19- sim_df <-
20- sim_pop_data_multi(
21- n_cores = n_cores ,
22- lambdas = lambdas ,
23- nclus = nclus ,
24- sample_sizes = nrep ,
25- age_range = lifespan ,
26- antigen_isos = antibodies ,
27- renew_params = FALSE ,
28- add_noise = TRUE ,
29- curve_params = dmcmc ,
30- noise_limits = dlims ,
31- format = " long"
32- )
3332cond <- tibble :: tibble(
34- antigen_iso = c(" HlyE_IgG" , " HlyE_IgA" ),
35- nu = c(0.5 , 0.5 ), # Biologic noise (nu)
36- eps = c(0 , 0 ), # M noise (eps)
37- y.low = c(1 , 1 ), # low cutoff (llod)
38- y.high = c(5e6 , 5e6 )
33+ antigen_iso = c(" HlyE_IgG" , " HlyE_IgA" ),
34+ nu = c(0.5 , 0.5 ), # Biologic noise (nu)
35+ eps = c(0 , 0 ), # M noise (eps)
36+ y.low = c(1 , 1 ), # low cutoff (llod)
37+ y.high = c(5e6 , 5e6 )
3938)
4039ests <-
41- est_seroincidence_by(
42- pop_data = sim_df ,
43- curve_params = dmcmc ,
44- noise_params = cond ,
45- num_cores = n_cores ,
46- strata = c(" lambda.sim" , " sample_size" , " cluster" ),
47- curve_strata_varnames = NULL ,
48- noise_strata_varnames = NULL ,
49- verbose = FALSE ,
50- build_graph = FALSE , # slows down the function substantially
51- antigen_isos = c(" HlyE_IgG" , " HlyE_IgA" )
52- )
40+ est_seroincidence_by(
41+ pop_data = sim_df ,
42+ sr_params = dmcmc ,
43+ noise_params = cond ,
44+ num_cores = n_cores ,
45+ strata = c(" lambda.sim" , " sample_size" , " cluster" ),
46+ curve_strata_varnames = NULL ,
47+ noise_strata_varnames = NULL ,
48+ verbose = FALSE ,
49+ build_graph = FALSE , # slows down the function substantially
50+ antigen_isos = c(" HlyE_IgG" , " HlyE_IgA" )
51+ )
5352
5453ests | >
55- summary() | >
56- analyze_sims()
54+ summary() | >
55+ analyze_sims()
5756
5857}
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