Format AE specific subgroup analysis
Source:R/format_ae_specific_subgroup.R
format_ae_specific_subgroup.RdFormat AE specific subgroup analysis
Arguments
- outdata
An
outdataobject created byprepare_ae_specific().- display
A character vector of measurement to be displayed.
n: Number of subjects with adverse event.prop: Proportion of subjects with adverse event.total: Total columns.dur: Average of adverse event duration.events: Average number of adverse event per subject.
- digits_prop
A numeric value of number of digits for proportion value.
- digits_ci
A numeric value of number of digits for confidence interval.
- digits_p
A numeric value of number of digits for p-value.
- digits_dur
A numeric value of number of digits for average duration of adverse event.
- digits_events
A numeric value of number of digits for average of number of adverse event per subjects.
- mock
Logical. Display mock table or not.
Examples
meta <- meta_ae_example()
prepare_ae_specific_subgroup(meta,
population = "apat",
observation = "wk12",
parameter = "rel",
subgroup_var = "SEX",
display_subgroup_total = TRUE
) |>
format_ae_specific_subgroup()
#> $components
#> [1] "soc" "par"
#>
#> $group
#> [1] "Placebo" "Low Dose" "High Dose"
#>
#> $subgroup
#> [1] "f" "m"
#>
#> $display_subgroup_total
#> [1] TRUE
#>
#> $meta
#> ADaM metadata:
#> .$data_population Population data with 254 subjects
#> .$data_observation Observation data with 1191 records
#> .$plan Analysis plan with 18 plans
#>
#>
#> Analysis population type:
#> name id group var subset label
#> 1 'apat' 'USUBJID' 'TRTA' SAFFL == 'Y' 'All Participants as Treated'
#>
#>
#> Analysis observation type:
#> name id group var subset label
#> 1 'wk12' 'USUBJID' 'TRTA' SAFFL == 'Y' 'Weeks 0 to 12'
#> 2 'wk24' 'USUBJID' 'TRTA' AOCC01FL == 'Y' 'Weeks 0 to 24'
#>
#>
#> Analysis parameter type:
#> name label
#> 1 'rel' 'drug-related adverse events'
#> 2 'aeosi' 'adverse events of special interest'
#> 3 'any' 'any adverse events'
#> 4 'ser' 'serious adverse events'
#> subset
#> 1 AEREL %in% c('POSSIBLE', 'PROBABLE')
#> 2 AEOSI == 'Y'
#> 3
#> 4 AESER == 'Y'
#>
#>
#> Analysis function:
#> name label
#> 1 'ae_summary' 'Table: adverse event summary'
#> 2 'ae_listing' 'Listing: adverse event'
#> 3 'ae_exp_adj' 'Exposure Adjusted Incident Rate'
#> 4 'ae_specific' 'Table: specific adverse event'
#>
#>
#> $population
#> [1] "apat"
#>
#> $observation
#> [1] "wk12"
#>
#> $parameter
#> [1] "rel"
#>
#> $out_all
#> $out_all$F
#> List of 15
#> $ meta :List of 7
#> $ population : chr "apat"
#> $ observation : chr "wk12"
#> $ parameter : chr "rel"
#> $ n :'data.frame': 138 obs. of 4 variables:
#> $ order : num [1:138] 1 100 200 900 1000 ...
#> $ group : chr [1:4] "Placebo" "Low Dose" "High Dose" "Total"
#> $ reference_group: num 1
#> $ prop :'data.frame': 138 obs. of 4 variables:
#> $ diff :'data.frame': 138 obs. of 2 variables:
#> $ n_pop :'data.frame': 1 obs. of 4 variables:
#> $ name : chr [1:138] "Participants in population" "with one or more drug-related adverse events" "with no drug-related adverse events" "" ...
#> $ soc_name : chr [1:138] NA NA NA NA ...
#> $ components : chr [1:2] "soc" "par"
#> $ prepare_call : language FUN(meta = X[[i]], population = ..1, observation = ..2, parameter = ..3, components = ..4)
#>
#> $out_all$M
#> List of 15
#> $ meta :List of 7
#> $ population : chr "apat"
#> $ observation : chr "wk12"
#> $ parameter : chr "rel"
#> $ n :'data.frame': 138 obs. of 4 variables:
#> $ order : num [1:138] 1 100 200 900 1000 ...
#> $ group : chr [1:4] "Placebo" "Low Dose" "High Dose" "Total"
#> $ reference_group: num 1
#> $ prop :'data.frame': 138 obs. of 4 variables:
#> $ diff :'data.frame': 138 obs. of 2 variables:
#> $ n_pop :'data.frame': 1 obs. of 4 variables:
#> $ name : chr [1:138] "Participants in population" "with one or more drug-related adverse events" "with no drug-related adverse events" "" ...
#> $ soc_name : chr [1:138] NA NA NA NA ...
#> $ components : chr [1:2] "soc" "par"
#> $ prepare_call : language FUN(meta = X[[i]], population = ..1, observation = ..2, parameter = ..3, components = ..4)
#>
#> $out_all$Total
#> List of 15
#> $ meta :List of 7
#> $ population : chr "apat"
#> $ observation : chr "wk12"
#> $ parameter : chr "rel"
#> $ n :'data.frame': 138 obs. of 4 variables:
#> $ order : num [1:138] 1 100 200 900 1000 ...
#> $ group : chr [1:4] "Placebo" "Low Dose" "High Dose" "Total"
#> $ reference_group: num 1
#> $ prop :'data.frame': 138 obs. of 4 variables:
#> $ diff :'data.frame': 138 obs. of 2 variables:
#> $ n_pop :'data.frame': 1 obs. of 4 variables:
#> $ name : chr [1:138] "Participants in population" "with one or more drug-related adverse events" "with no drug-related adverse events" "" ...
#> $ soc_name : chr [1:138] NA NA NA NA ...
#> $ components : chr [1:2] "soc" "par"
#> $ prepare_call : language prepare_ae_specific(meta = meta, population = population, observation = observation, parameter = parameter, | __truncated__
#>
#>
#> $tbl
#> name Fn_1 Fprop_1 Fn_2
#> 96 Participants in population 53 <NA> 50
#> 138 with one or more drug-related adverse events 28 (52.8) 41
#> 137 with no drug-related adverse events 25 (47.2) 9
#> 1 NA <NA> NA
#> 33 Cardiac disorders 4 (7.5) 4
#> 22 Atrial fibrillation 1 (1.9) 0
#> 23 Atrial flutter 0 (0.0) 0
#> 24 Atrioventricular block first degree 1 (1.9) 0
#> 25 Atrioventricular block second degree 0 (0.0) 0
#> 30 Bradycardia 1 (1.9) 0
#> 31 Bundle branch block right 0 (0.0) 0
#> 34 Cardiac failure congestive 1 (1.9) 0
#> 86 Myocardial infarction 2 (3.8) 1
#> 93 Palpitations 0 (0.0) 0
#> 112 Sinus arrhythmia 0 (0.0) 0
#> 113 Sinus bradycardia 2 (3.8) 1
#> 122 Supraventricular extrasystoles 0 (0.0) 1
#> 129 Ventricular extrasystoles 0 (0.0) 1
#> 134 Wolff-parkinson-white syndrome 0 (0.0) 1
#> 40 Congenital, familial and genetic disorders 0 (0.0) 0
#> 130 Ventricular septal defect 0 (0.0) 0
#> 50 Ear and labyrinth disorders 0 (0.0) 2
#> 125 Tinnitus 0 (0.0) 1
#> 131 Vertigo 0 (0.0) 1
#> 57 Eye disorders 0 (0.0) 0
#> 132 Vision blurred 0 (0.0) 0
#> 62 Gastrointestinal disorders 1 (1.9) 6
#> 2 Abdominal pain 0 (0.0) 1
#> 46 Diarrhoea 0 (0.0) 3
#> 48 Dyspepsia 1 (1.9) 0
#> 63 Gastrooesophageal reflux disease 1 (1.9) 0
#> 87 Nausea 0 (0.0) 2
#> 110 Salivary hypersecretion 0 (0.0) 0
#> 120 Stomach discomfort 0 (0.0) 0
#> 133 Vomiting 0 (0.0) 2
#> 64 General disorders and administration site conditions 11 (20.8) 23
#> 5 Application site bleeding 0 (0.0) 1
#> 6 Application site dermatitis 2 (3.8) 5
#> 7 Application site desquamation 0 (0.0) 0
#> 8 Application site discharge 0 (0.0) 0
#> 9 Application site discolouration 0 (0.0) 0
#> 10 Application site erythema 2 (3.8) 5
#> 11 Application site induration 0 (0.0) 0
#> 12 Application site irritation 3 (5.7) 6
#> 13 Application site pain 0 (0.0) 0
#> 14 Application site perspiration 0 (0.0) 0
#> 15 Application site pruritus 4 (7.5) 12
#> 16 Application site reaction 0 (0.0) 0
#> 17 Application site swelling 0 (0.0) 0
#> 18 Application site urticaria 0 (0.0) 0
#> 19 Application site vesicles 0 (0.0) 1
#> 20 Application site warmth 0 (0.0) 1
#> 21 Asthenia 1 (1.9) 0
#> 35 Chest discomfort 0 (0.0) 0
#> 36 Chills 0 (0.0) 0
#> 59 Fatigue 1 (1.9) 1
#> 60 Feeling abnormal 0 (0.0) 0
#> 81 Malaise 0 (0.0) 0
#> 89 Oedema 0 (0.0) 1
#> 90 Oedema peripheral 0 (0.0) 0
#> 92 Pain 0 (0.0) 1
#> 74 Injury, poisoning and procedural complications 0 (0.0) 2
#> 56 Excoriation 0 (0.0) 0
#> 58 Fall 0 (0.0) 1
#> 117 Skin laceration 0 (0.0) 1
#> 135 Wound 0 (0.0) 1
#> 76 Investigations 2 (3.8) 2
#> 28 Blood creatine phosphokinase increased 0 (0.0) 0
#> 29 Body temperature increased 0 (0.0) 1
#> 51 Electrocardiogram st segment depression 1 (1.9) 1
#> 52 Electrocardiogram t wave inversion 0 (0.0) 0
#> 67 Heart rate increased 0 (0.0) 0
#> 68 Heart rate irregular 1 (1.9) 0
#> 82 Metabolism and nutrition disorders 3 (5.7) 0
#> 42 Decreased appetite 1 (1.9) 0
#> 61 Food craving 1 (1.9) 0
#> 73 Increased appetite 1 (1.9) 0
#> 84 Musculoskeletal and connective tissue disorders 0 (0.0) 0
#> 85 Myalgia 0 (0.0) 0
#> 111 Shoulder pain 0 (0.0) 0
#> 88 Nervous system disorders 3 (5.7) 8
#> 26 Balance disorder 0 (0.0) 1
#> 32 Burning sensation 0 (0.0) 0
#> 38 Complex partial seizures 0 (0.0) 1
#> 41 Coordination abnormal 0 (0.0) 1
#> 47 Dizziness 1 (1.9) 3
#> 66 Headache 2 (3.8) 0
#> 70 Hypersomnia 0 (0.0) 0
#> 78 Lethargy 0 (0.0) 0
#> 94 Paraesthesia oral 0 (0.0) 1
#> 95 Parosmia 0 (0.0) 0
#> 119 Somnolence 0 (0.0) 0
#> 121 Stupor 0 (0.0) 0
#> 123 Syncope 0 (0.0) 4
#> 124 Syncope vasovagal 0 (0.0) 0
#> 126 Transient ischaemic attack 0 (0.0) 0
#> 100 Psychiatric disorders 1 (1.9) 6
#> 3 Agitation 0 (0.0) 2
#> 4 Anxiety 0 (0.0) 3
#> 39 Confusional state 0 (0.0) 1
#> 43 Delirium 0 (0.0) 0
#> 44 Depressed mood 0 (0.0) 0
#> 65 Hallucination, visual 0 (0.0) 0
#> 75 Insomnia 0 (0.0) 0
#> 77 Irritability 1 (1.9) 1
#> 79 Libido decreased 0 (0.0) 0
#> 80 Listless 0 (0.0) 0
#> 109 Restlessness 0 (0.0) 0
#> 106 Renal and urinary disorders 0 (0.0) 1
#> 54 Enuresis 0 (0.0) 1
#> 83 Micturition urgency 0 (0.0) 0
#> 107 Reproductive system and breast disorders 1 (1.9) 0
#> 97 Pelvic pain 1 (1.9) 0
#> 108 Respiratory, thoracic and mediastinal disorders 2 (3.8) 0
#> 49 Dyspnoea 1 (1.9) 0
#> 53 Emphysema 1 (1.9) 0
#> 114 Skin and subcutaneous tissue disorders 12 (22.6) 21
#> 27 Blister 0 (0.0) 2
#> 37 Cold sweat 0 (0.0) 0
#> 45 Dermatitis contact 0 (0.0) 0
#> 55 Erythema 6 (11.3) 7
#> 69 Hyperhidrosis 1 (1.9) 1
#> 98 Pruritus 6 (11.3) 12
#> 99 Pruritus generalised 0 (0.0) 0
#> 101 Rash 2 (3.8) 6
#> 102 Rash erythematous 0 (0.0) 1
#> 103 Rash maculo-papular 0 (0.0) 0
#> 104 Rash papular 0 (0.0) 0
#> 105 Rash pruritic 0 (0.0) 1
#> 115 Skin exfoliation 0 (0.0) 1
#> 116 Skin irritation 2 (3.8) 5
#> 118 Skin ulcer 0 (0.0) 0
#> 127 Urticaria 0 (0.0) 0
#> 128 Vascular disorders 0 (0.0) 2
#> 71 Hypertension 0 (0.0) 1
#> 72 Hypotension 0 (0.0) 1
#> 91 Orthostatic hypotension 0 (0.0) 0
#> 136 Wound haemorrhage 0 (0.0) 0
#> Fprop_2 Fn_3 Fprop_3 Mn_1 Mprop_1 Mn_2 Mprop_2 Mn_3 Mprop_3 Totaln_1
#> 96 <NA> 40 <NA> 33 <NA> 34 <NA> 44 <NA> 86
#> 138 (82.0) 32 (80.0) 16 (48.5) 32 (94.1) 38 (86.4) 44
#> 137 (18.0) 8 (20.0) 17 (51.5) 2 (5.9) 6 (13.6) 42
#> 1 <NA> NA <NA> NA <NA> NA <NA> NA <NA> NA
#> 33 (8.0) 4 (10.0) 2 (6.1) 3 (8.8) 0 (0.0) 6
#> 22 (0.0) 2 (5.0) 0 (0.0) 0 (0.0) 0 (0.0) 1
#> 23 (0.0) 0 (0.0) 0 (0.0) 1 (2.9) 0 (0.0) 0
#> 24 (0.0) 0 (0.0) 0 (0.0) 0 (0.0) 0 (0.0) 1
#> 25 (0.0) 0 (0.0) 1 (3.0) 0 (0.0) 0 (0.0) 1
#> 30 (0.0) 0 (0.0) 0 (0.0) 0 (0.0) 0 (0.0) 1
#> 31 (0.0) 0 (0.0) 0 (0.0) 1 (2.9) 0 (0.0) 0
#> 34 (0.0) 0 (0.0) 0 (0.0) 0 (0.0) 0 (0.0) 1
#> 86 (2.0) 1 (2.5) 0 (0.0) 0 (0.0) 0 (0.0) 2
#> 93 (0.0) 0 (0.0) 0 (0.0) 1 (2.9) 0 (0.0) 0
#> 112 (0.0) 0 (0.0) 1 (3.0) 0 (0.0) 0 (0.0) 1
#> 113 (2.0) 0 (0.0) 0 (0.0) 1 (2.9) 0 (0.0) 2
#> 122 (2.0) 1 (2.5) 0 (0.0) 0 (0.0) 0 (0.0) 0
#> 129 (2.0) 0 (0.0) 0 (0.0) 0 (0.0) 0 (0.0) 0
#> 134 (2.0) 0 (0.0) 0 (0.0) 0 (0.0) 0 (0.0) 0
#> 40 (0.0) 0 (0.0) 0 (0.0) 1 (2.9) 0 (0.0) 0
#> 130 (0.0) 0 (0.0) 0 (0.0) 1 (2.9) 0 (0.0) 0
#> 50 (4.0) 1 (2.5) 0 (0.0) 0 (0.0) 0 (0.0) 0
#> 125 (2.0) 0 (0.0) 0 (0.0) 0 (0.0) 0 (0.0) 0
#> 131 (2.0) 1 (2.5) 0 (0.0) 0 (0.0) 0 (0.0) 0
#> 57 (0.0) 1 (2.5) 0 (0.0) 1 (2.9) 0 (0.0) 0
#> 132 (0.0) 1 (2.5) 0 (0.0) 1 (2.9) 0 (0.0) 0
#> 62 (12.0) 3 (7.5) 3 (9.1) 2 (5.9) 7 (15.9) 4
#> 2 (2.0) 1 (2.5) 0 (0.0) 0 (0.0) 0 (0.0) 0
#> 46 (6.0) 0 (0.0) 3 (9.1) 0 (0.0) 2 (4.5) 3
#> 48 (0.0) 0 (0.0) 0 (0.0) 1 (2.9) 0 (0.0) 1
#> 63 (0.0) 0 (0.0) 0 (0.0) 0 (0.0) 0 (0.0) 1
#> 87 (4.0) 2 (5.0) 0 (0.0) 1 (2.9) 1 (2.3) 0
#> 110 (0.0) 0 (0.0) 0 (0.0) 0 (0.0) 3 (6.8) 0
#> 120 (0.0) 0 (0.0) 0 (0.0) 0 (0.0) 1 (2.3) 0
#> 133 (4.0) 0 (0.0) 0 (0.0) 0 (0.0) 3 (6.8) 0
#> 64 (46.0) 17 (42.5) 7 (21.2) 20 (58.8) 18 (40.9) 18
#> 5 (2.0) 0 (0.0) 0 (0.0) 0 (0.0) 0 (0.0) 0
#> 6 (10.0) 4 (10.0) 3 (9.1) 4 (11.8) 3 (6.8) 5
#> 7 (0.0) 0 (0.0) 0 (0.0) 1 (2.9) 0 (0.0) 0
#> 8 (0.0) 0 (0.0) 0 (0.0) 0 (0.0) 1 (2.3) 0
#> 9 (0.0) 0 (0.0) 0 (0.0) 1 (2.9) 0 (0.0) 0
#> 10 (10.0) 5 (12.5) 1 (3.0) 7 (20.6) 10 (22.7) 3
#> 11 (0.0) 0 (0.0) 1 (3.0) 0 (0.0) 0 (0.0) 1
#> 12 (12.0) 5 (12.5) 0 (0.0) 3 (8.8) 4 (9.1) 3
#> 13 (0.0) 2 (5.0) 0 (0.0) 0 (0.0) 0 (0.0) 0
#> 14 (0.0) 0 (0.0) 0 (0.0) 0 (0.0) 2 (4.5) 0
#> 15 (24.0) 10 (25.0) 2 (6.1) 10 (29.4) 12 (27.3) 6
#> 16 (0.0) 1 (2.5) 1 (3.0) 0 (0.0) 0 (0.0) 1
#> 17 (0.0) 1 (2.5) 0 (0.0) 1 (2.9) 1 (2.3) 0
#> 18 (0.0) 1 (2.5) 0 (0.0) 2 (5.9) 0 (0.0) 0
#> 19 (2.0) 3 (7.5) 1 (3.0) 3 (8.8) 3 (6.8) 1
#> 20 (2.0) 0 (0.0) 0 (0.0) 0 (0.0) 0 (0.0) 0
#> 21 (0.0) 0 (0.0) 0 (0.0) 0 (0.0) 0 (0.0) 1
#> 35 (0.0) 0 (0.0) 0 (0.0) 0 (0.0) 1 (2.3) 0
#> 36 (0.0) 0 (0.0) 1 (3.0) 1 (2.9) 0 (0.0) 1
#> 59 (2.0) 4 (10.0) 0 (0.0) 1 (2.9) 0 (0.0) 1
#> 60 (0.0) 0 (0.0) 0 (0.0) 0 (0.0) 1 (2.3) 0
#> 81 (0.0) 0 (0.0) 0 (0.0) 1 (2.9) 1 (2.3) 0
#> 89 (2.0) 0 (0.0) 0 (0.0) 1 (2.9) 0 (0.0) 0
#> 90 (0.0) 0 (0.0) 0 (0.0) 0 (0.0) 1 (2.3) 0
#> 92 (2.0) 0 (0.0) 0 (0.0) 0 (0.0) 1 (2.3) 0
#> 74 (4.0) 1 (2.5) 0 (0.0) 0 (0.0) 0 (0.0) 0
#> 56 (0.0) 1 (2.5) 0 (0.0) 0 (0.0) 0 (0.0) 0
#> 58 (2.0) 0 (0.0) 0 (0.0) 0 (0.0) 0 (0.0) 0
#> 117 (2.0) 0 (0.0) 0 (0.0) 0 (0.0) 0 (0.0) 0
#> 135 (2.0) 0 (0.0) 0 (0.0) 0 (0.0) 0 (0.0) 0
#> 76 (4.0) 1 (2.5) 2 (6.1) 0 (0.0) 0 (0.0) 4
#> 28 (0.0) 0 (0.0) 1 (3.0) 0 (0.0) 0 (0.0) 1
#> 29 (2.0) 0 (0.0) 0 (0.0) 0 (0.0) 0 (0.0) 0
#> 51 (2.0) 0 (0.0) 0 (0.0) 0 (0.0) 0 (0.0) 1
#> 52 (0.0) 1 (2.5) 0 (0.0) 0 (0.0) 0 (0.0) 0
#> 67 (0.0) 0 (0.0) 1 (3.0) 0 (0.0) 0 (0.0) 1
#> 68 (0.0) 0 (0.0) 0 (0.0) 0 (0.0) 0 (0.0) 1
#> 82 (0.0) 1 (2.5) 0 (0.0) 0 (0.0) 0 (0.0) 3
#> 42 (0.0) 1 (2.5) 0 (0.0) 0 (0.0) 0 (0.0) 1
#> 61 (0.0) 0 (0.0) 0 (0.0) 0 (0.0) 0 (0.0) 1
#> 73 (0.0) 0 (0.0) 0 (0.0) 0 (0.0) 0 (0.0) 1
#> 84 (0.0) 0 (0.0) 1 (3.0) 0 (0.0) 1 (2.3) 1
#> 85 (0.0) 0 (0.0) 0 (0.0) 0 (0.0) 1 (2.3) 0
#> 111 (0.0) 0 (0.0) 1 (3.0) 0 (0.0) 0 (0.0) 1
#> 88 (16.0) 7 (17.5) 2 (6.1) 4 (11.8) 8 (18.2) 5
#> 26 (2.0) 0 (0.0) 0 (0.0) 0 (0.0) 0 (0.0) 0
#> 32 (0.0) 0 (0.0) 0 (0.0) 0 (0.0) 2 (4.5) 0
#> 38 (2.0) 0 (0.0) 0 (0.0) 0 (0.0) 0 (0.0) 0
#> 41 (2.0) 0 (0.0) 0 (0.0) 0 (0.0) 0 (0.0) 0
#> 47 (6.0) 2 (5.0) 1 (3.0) 3 (8.8) 4 (9.1) 2
#> 66 (0.0) 1 (2.5) 0 (0.0) 1 (2.9) 0 (0.0) 2
#> 70 (0.0) 1 (2.5) 0 (0.0) 0 (0.0) 0 (0.0) 0
#> 78 (0.0) 1 (2.5) 0 (0.0) 1 (2.9) 0 (0.0) 0
#> 94 (2.0) 0 (0.0) 0 (0.0) 0 (0.0) 0 (0.0) 0
#> 95 (0.0) 0 (0.0) 0 (0.0) 0 (0.0) 1 (2.3) 0
#> 119 (0.0) 0 (0.0) 1 (3.0) 0 (0.0) 0 (0.0) 1
#> 121 (0.0) 0 (0.0) 0 (0.0) 1 (2.9) 0 (0.0) 0
#> 123 (8.0) 2 (5.0) 0 (0.0) 0 (0.0) 1 (2.3) 0
#> 124 (0.0) 1 (2.5) 0 (0.0) 0 (0.0) 0 (0.0) 0
#> 126 (0.0) 0 (0.0) 0 (0.0) 1 (2.9) 0 (0.0) 0
#> 100 (12.0) 1 (2.5) 1 (3.0) 3 (8.8) 4 (9.1) 2
#> 3 (4.0) 0 (0.0) 0 (0.0) 0 (0.0) 0 (0.0) 0
#> 4 (6.0) 0 (0.0) 0 (0.0) 0 (0.0) 0 (0.0) 0
#> 39 (2.0) 0 (0.0) 1 (3.0) 1 (2.9) 0 (0.0) 1
#> 43 (0.0) 0 (0.0) 0 (0.0) 0 (0.0) 1 (2.3) 0
#> 44 (0.0) 0 (0.0) 0 (0.0) 1 (2.9) 0 (0.0) 0
#> 65 (0.0) 1 (2.5) 0 (0.0) 0 (0.0) 0 (0.0) 0
#> 75 (0.0) 0 (0.0) 0 (0.0) 0 (0.0) 2 (4.5) 0
#> 77 (2.0) 0 (0.0) 0 (0.0) 0 (0.0) 0 (0.0) 1
#> 79 (0.0) 0 (0.0) 0 (0.0) 0 (0.0) 1 (2.3) 0
#> 80 (0.0) 0 (0.0) 0 (0.0) 0 (0.0) 1 (2.3) 0
#> 109 (0.0) 0 (0.0) 0 (0.0) 1 (2.9) 0 (0.0) 0
#> 106 (2.0) 0 (0.0) 0 (0.0) 0 (0.0) 1 (2.3) 0
#> 54 (2.0) 0 (0.0) 0 (0.0) 0 (0.0) 0 (0.0) 0
#> 83 (0.0) 0 (0.0) 0 (0.0) 0 (0.0) 1 (2.3) 0
#> 107 (0.0) 0 (0.0) 0 (0.0) 0 (0.0) 0 (0.0) 1
#> 97 (0.0) 0 (0.0) 0 (0.0) 0 (0.0) 0 (0.0) 1
#> 108 (0.0) 0 (0.0) 0 (0.0) 0 (0.0) 0 (0.0) 2
#> 49 (0.0) 0 (0.0) 0 (0.0) 0 (0.0) 0 (0.0) 1
#> 53 (0.0) 0 (0.0) 0 (0.0) 0 (0.0) 0 (0.0) 1
#> 114 (42.0) 13 (32.5) 5 (15.2) 18 (52.9) 26 (59.1) 17
#> 27 (4.0) 0 (0.0) 0 (0.0) 3 (8.8) 1 (2.3) 0
#> 37 (0.0) 0 (0.0) 1 (3.0) 0 (0.0) 0 (0.0) 1
#> 45 (0.0) 0 (0.0) 0 (0.0) 1 (2.9) 0 (0.0) 0
#> 55 (14.0) 7 (17.5) 3 (9.1) 6 (17.6) 7 (15.9) 9
#> 69 (2.0) 2 (5.0) 0 (0.0) 3 (8.8) 6 (13.6) 1
#> 98 (24.0) 11 (27.5) 1 (3.0) 9 (26.5) 15 (34.1) 7
#> 99 (0.0) 0 (0.0) 0 (0.0) 1 (2.9) 1 (2.3) 0
#> 101 (12.0) 2 (5.0) 1 (3.0) 5 (14.7) 5 (11.4) 3
#> 102 (2.0) 0 (0.0) 0 (0.0) 1 (2.9) 0 (0.0) 0
#> 103 (0.0) 0 (0.0) 0 (0.0) 0 (0.0) 1 (2.3) 0
#> 104 (0.0) 0 (0.0) 0 (0.0) 0 (0.0) 1 (2.3) 0
#> 105 (2.0) 1 (2.5) 0 (0.0) 0 (0.0) 1 (2.3) 0
#> 115 (2.0) 0 (0.0) 0 (0.0) 0 (0.0) 0 (0.0) 0
#> 116 (10.0) 1 (2.5) 0 (0.0) 1 (2.9) 4 (9.1) 2
#> 118 (0.0) 0 (0.0) 1 (3.0) 0 (0.0) 0 (0.0) 1
#> 127 (0.0) 1 (2.5) 0 (0.0) 1 (2.9) 0 (0.0) 0
#> 128 (4.0) 1 (2.5) 1 (3.0) 0 (0.0) 0 (0.0) 1
#> 71 (2.0) 0 (0.0) 0 (0.0) 0 (0.0) 0 (0.0) 0
#> 72 (2.0) 0 (0.0) 1 (3.0) 0 (0.0) 0 (0.0) 1
#> 91 (0.0) 0 (0.0) 1 (3.0) 0 (0.0) 0 (0.0) 1
#> 136 (0.0) 1 (2.5) 0 (0.0) 0 (0.0) 0 (0.0) 0
#> Totalprop_1 Totaln_2 Totalprop_2 Totaln_3 Totalprop_3 order
#> 96 <NA> 84 <NA> 84 <NA> 1
#> 138 (51.2) 73 (86.9) 70 (83.3) 100
#> 137 (48.8) 11 (13.1) 14 (16.7) 200
#> 1 <NA> NA <NA> NA <NA> 900
#> 33 (7.0) 7 (8.3) 4 (4.8) 1000
#> 22 (1.2) 0 (0.0) 2 (2.4) 1021
#> 23 (0.0) 1 (1.2) 0 (0.0) 1022
#> 24 (1.2) 0 (0.0) 0 (0.0) 1023
#> 25 (1.2) 0 (0.0) 0 (0.0) 1024
#> 30 (1.2) 0 (0.0) 0 (0.0) 1029
#> 31 (0.0) 1 (1.2) 0 (0.0) 1030
#> 34 (1.2) 0 (0.0) 0 (0.0) 1032
#> 86 (2.3) 1 (1.2) 1 (1.2) 1075
#> 93 (0.0) 1 (1.2) 0 (0.0) 1081
#> 112 (1.2) 0 (0.0) 0 (0.0) 1095
#> 113 (2.3) 2 (2.4) 0 (0.0) 1096
#> 122 (0.0) 1 (1.2) 1 (1.2) 1104
#> 129 (0.0) 1 (1.2) 0 (0.0) 1110
#> 134 (0.0) 1 (1.2) 0 (0.0) 1115
#> 40 (0.0) 1 (1.2) 0 (0.0) 2000
#> 130 (0.0) 1 (1.2) 0 (0.0) 2111
#> 50 (0.0) 2 (2.4) 1 (1.2) 3000
#> 125 (0.0) 1 (1.2) 0 (0.0) 3107
#> 131 (0.0) 1 (1.2) 1 (1.2) 3112
#> 57 (0.0) 1 (1.2) 1 (1.2) 4000
#> 132 (0.0) 1 (1.2) 1 (1.2) 4113
#> 62 (4.7) 8 (9.5) 10 (11.9) 5000
#> 2 (0.0) 1 (1.2) 1 (1.2) 5001
#> 46 (3.5) 3 (3.6) 2 (2.4) 5043
#> 48 (1.2) 1 (1.2) 0 (0.0) 5045
#> 63 (1.2) 0 (0.0) 0 (0.0) 5057
#> 87 (0.0) 3 (3.6) 3 (3.6) 5076
#> 110 (0.0) 0 (0.0) 3 (3.6) 5093
#> 120 (0.0) 0 (0.0) 1 (1.2) 5102
#> 133 (0.0) 2 (2.4) 3 (3.6) 5114
#> 64 (20.9) 43 (51.2) 35 (41.7) 6000
#> 5 (0.0) 1 (1.2) 0 (0.0) 6004
#> 6 (5.8) 9 (10.7) 7 (8.3) 6005
#> 7 (0.0) 1 (1.2) 0 (0.0) 6006
#> 8 (0.0) 0 (0.0) 1 (1.2) 6007
#> 9 (0.0) 1 (1.2) 0 (0.0) 6008
#> 10 (3.5) 12 (14.3) 15 (17.9) 6009
#> 11 (1.2) 0 (0.0) 0 (0.0) 6010
#> 12 (3.5) 9 (10.7) 9 (10.7) 6011
#> 13 (0.0) 0 (0.0) 2 (2.4) 6012
#> 14 (0.0) 0 (0.0) 2 (2.4) 6013
#> 15 (7.0) 22 (26.2) 22 (26.2) 6014
#> 16 (1.2) 0 (0.0) 1 (1.2) 6015
#> 17 (0.0) 1 (1.2) 2 (2.4) 6016
#> 18 (0.0) 2 (2.4) 1 (1.2) 6017
#> 19 (1.2) 4 (4.8) 6 (7.1) 6018
#> 20 (0.0) 1 (1.2) 0 (0.0) 6019
#> 21 (1.2) 0 (0.0) 0 (0.0) 6020
#> 35 (0.0) 0 (0.0) 1 (1.2) 6033
#> 36 (1.2) 1 (1.2) 0 (0.0) 6034
#> 59 (1.2) 2 (2.4) 4 (4.8) 6054
#> 60 (0.0) 0 (0.0) 1 (1.2) 6055
#> 81 (0.0) 1 (1.2) 1 (1.2) 6072
#> 89 (0.0) 2 (2.4) 0 (0.0) 6077
#> 90 (0.0) 0 (0.0) 1 (1.2) 6078
#> 92 (0.0) 1 (1.2) 1 (1.2) 6080
#> 74 (0.0) 2 (2.4) 1 (1.2) 7000
#> 56 (0.0) 0 (0.0) 1 (1.2) 7052
#> 58 (0.0) 1 (1.2) 0 (0.0) 7053
#> 117 (0.0) 1 (1.2) 0 (0.0) 7099
#> 135 (0.0) 1 (1.2) 0 (0.0) 7116
#> 76 (4.7) 2 (2.4) 1 (1.2) 8000
#> 28 (1.2) 0 (0.0) 0 (0.0) 8027
#> 29 (0.0) 1 (1.2) 0 (0.0) 8028
#> 51 (1.2) 1 (1.2) 0 (0.0) 8047
#> 52 (0.0) 0 (0.0) 1 (1.2) 8048
#> 67 (1.2) 0 (0.0) 0 (0.0) 8060
#> 68 (1.2) 0 (0.0) 0 (0.0) 8061
#> 82 (3.5) 0 (0.0) 1 (1.2) 9000
#> 42 (1.2) 0 (0.0) 1 (1.2) 9039
#> 61 (1.2) 0 (0.0) 0 (0.0) 9056
#> 73 (1.2) 0 (0.0) 0 (0.0) 9066
#> 84 (1.2) 0 (0.0) 1 (1.2) 10000
#> 85 (0.0) 0 (0.0) 1 (1.2) 10074
#> 111 (1.2) 0 (0.0) 0 (0.0) 10094
#> 88 (5.8) 12 (14.3) 15 (17.9) 11000
#> 26 (0.0) 1 (1.2) 0 (0.0) 11025
#> 32 (0.0) 0 (0.0) 2 (2.4) 11031
#> 38 (0.0) 1 (1.2) 0 (0.0) 11036
#> 41 (0.0) 1 (1.2) 0 (0.0) 11038
#> 47 (2.3) 6 (7.1) 6 (7.1) 11044
#> 66 (2.3) 1 (1.2) 1 (1.2) 11059
#> 70 (0.0) 0 (0.0) 1 (1.2) 11063
#> 78 (0.0) 1 (1.2) 1 (1.2) 11069
#> 94 (0.0) 1 (1.2) 0 (0.0) 11082
#> 95 (0.0) 0 (0.0) 1 (1.2) 11083
#> 119 (1.2) 0 (0.0) 0 (0.0) 11101
#> 121 (0.0) 1 (1.2) 0 (0.0) 11103
#> 123 (0.0) 4 (4.8) 3 (3.6) 11105
#> 124 (0.0) 0 (0.0) 1 (1.2) 11106
#> 126 (0.0) 1 (1.2) 0 (0.0) 11108
#> 100 (2.3) 9 (10.7) 5 (6.0) 12000
#> 3 (0.0) 2 (2.4) 0 (0.0) 12002
#> 4 (0.0) 3 (3.6) 0 (0.0) 12003
#> 39 (1.2) 2 (2.4) 0 (0.0) 12037
#> 43 (0.0) 0 (0.0) 1 (1.2) 12040
#> 44 (0.0) 1 (1.2) 0 (0.0) 12041
#> 65 (0.0) 0 (0.0) 1 (1.2) 12058
#> 75 (0.0) 0 (0.0) 2 (2.4) 12067
#> 77 (1.2) 1 (1.2) 0 (0.0) 12068
#> 79 (0.0) 0 (0.0) 1 (1.2) 12070
#> 80 (0.0) 0 (0.0) 1 (1.2) 12071
#> 109 (0.0) 1 (1.2) 0 (0.0) 12092
#> 106 (0.0) 1 (1.2) 1 (1.2) 13000
#> 54 (0.0) 1 (1.2) 0 (0.0) 13050
#> 83 (0.0) 0 (0.0) 1 (1.2) 13073
#> 107 (1.2) 0 (0.0) 0 (0.0) 14000
#> 97 (1.2) 0 (0.0) 0 (0.0) 14084
#> 108 (2.3) 0 (0.0) 0 (0.0) 15000
#> 49 (1.2) 0 (0.0) 0 (0.0) 15046
#> 53 (1.2) 0 (0.0) 0 (0.0) 15049
#> 114 (19.8) 39 (46.4) 39 (46.4) 16000
#> 27 (0.0) 5 (6.0) 1 (1.2) 16026
#> 37 (1.2) 0 (0.0) 0 (0.0) 16035
#> 45 (0.0) 1 (1.2) 0 (0.0) 16042
#> 55 (10.5) 13 (15.5) 14 (16.7) 16051
#> 69 (1.2) 4 (4.8) 8 (9.5) 16062
#> 98 (8.1) 21 (25.0) 26 (31.0) 16085
#> 99 (0.0) 1 (1.2) 1 (1.2) 16086
#> 101 (3.5) 11 (13.1) 7 (8.3) 16087
#> 102 (0.0) 2 (2.4) 0 (0.0) 16088
#> 103 (0.0) 0 (0.0) 1 (1.2) 16089
#> 104 (0.0) 0 (0.0) 1 (1.2) 16090
#> 105 (0.0) 1 (1.2) 2 (2.4) 16091
#> 115 (0.0) 1 (1.2) 0 (0.0) 16097
#> 116 (2.3) 6 (7.1) 5 (6.0) 16098
#> 118 (1.2) 0 (0.0) 0 (0.0) 16100
#> 127 (0.0) 1 (1.2) 1 (1.2) 16109
#> 128 (1.2) 2 (2.4) 1 (1.2) 17000
#> 71 (0.0) 1 (1.2) 0 (0.0) 17064
#> 72 (1.2) 1 (1.2) 0 (0.0) 17065
#> 91 (1.2) 0 (0.0) 0 (0.0) 17079
#> 136 (0.0) 0 (0.0) 1 (1.2) 17117
#>
#> $display
#> [1] "n" "prop"
#>