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tests/testthat/_snaps/shuffle_ard.md

tests/testthat/_snaps/shuffle_ard.md
In cards: Analysis Results Data

shuffle/trim works

Code
  ard_simple_shuffled
Output
    variable    context stat_name stat_label     stat fmt_fn warning error
  1      AGE continuous         N          N      254      0    NULL  NULL
  2      AGE continuous      mean       Mean 75.08661      1    NULL  NULL
  3      AGE continuous        sd         SD 8.246234      1    NULL  NULL
  4      AGE continuous    median     Median       77      1    NULL  NULL
  5      AGE continuous       p25         Q1       70      1    NULL  NULL
  6      AGE continuous       p75         Q3       81      1    NULL  NULL
  7      AGE continuous       min        Min       51      1    NULL  NULL
  8      AGE continuous       max        Max       89      1    NULL  NULL

Code
  ard_shuffled
Output
                      ARM variable                label     context stat_name
  1               Placebo      AGE                    N  continuous         N
  2               Placebo      AGE             Mean(SD)  continuous      mean
  3               Placebo      AGE             Mean(SD)  continuous        sd
  4               Placebo      AGE               median  continuous    median
  5               Placebo      AGE                  p25  continuous       p25
  6               Placebo      AGE                  p75  continuous       p75
  7               Placebo      AGE                  min  continuous       min
  8               Placebo      AGE                  max  continuous       max
  9               Placebo      AGE        Vector Length     missing     N_obs
  10              Placebo      AGE            N Missing     missing    N_miss
  11              Placebo      AGE        N Non-missing     missing N_nonmiss
  12              Placebo      AGE            % Missing     missing    p_miss
  13              Placebo      AGE        % Non-missing     missing p_nonmiss
  14 Xanomeline High Dose      AGE                    N  continuous         N
  15 Xanomeline High Dose      AGE             Mean(SD)  continuous      mean
  16 Xanomeline High Dose      AGE             Mean(SD)  continuous        sd
  17 Xanomeline High Dose      AGE               median  continuous    median
  18 Xanomeline High Dose      AGE                  p25  continuous       p25
  19 Xanomeline High Dose      AGE                  p75  continuous       p75
  20 Xanomeline High Dose      AGE                  min  continuous       min
  21 Xanomeline High Dose      AGE                  max  continuous       max
  22 Xanomeline High Dose      AGE        Vector Length     missing     N_obs
  23 Xanomeline High Dose      AGE            N Missing     missing    N_miss
  24 Xanomeline High Dose      AGE        N Non-missing     missing N_nonmiss
  25 Xanomeline High Dose      AGE            % Missing     missing    p_miss
  26 Xanomeline High Dose      AGE        % Non-missing     missing p_nonmiss
  27  Xanomeline Low Dose      AGE                    N  continuous         N
  28  Xanomeline Low Dose      AGE             Mean(SD)  continuous      mean
  29  Xanomeline Low Dose      AGE             Mean(SD)  continuous        sd
  30  Xanomeline Low Dose      AGE               median  continuous    median
  31  Xanomeline Low Dose      AGE                  p25  continuous       p25
  32  Xanomeline Low Dose      AGE                  p75  continuous       p75
  33  Xanomeline Low Dose      AGE                  min  continuous       min
  34  Xanomeline Low Dose      AGE                  max  continuous       max
  35  Xanomeline Low Dose      AGE        Vector Length     missing     N_obs
  36  Xanomeline Low Dose      AGE            N Missing     missing    N_miss
  37  Xanomeline Low Dose      AGE        N Non-missing     missing N_nonmiss
  38  Xanomeline Low Dose      AGE            % Missing     missing    p_miss
  39  Xanomeline Low Dose      AGE        % Non-missing     missing p_nonmiss
  40              Placebo   AGEGR1                65-80 categorical         n
  41              Placebo   AGEGR1                65-80 categorical         N
  42              Placebo   AGEGR1                65-80 categorical         p
  43              Placebo   AGEGR1                  <65 categorical         n
  44              Placebo   AGEGR1                  <65 categorical         N
  45              Placebo   AGEGR1                  <65 categorical         p
  46              Placebo   AGEGR1                  >80 categorical         n
  47              Placebo   AGEGR1                  >80 categorical         N
  48              Placebo   AGEGR1                  >80 categorical         p
  49              Placebo   AGEGR1        Vector Length     missing     N_obs
  50              Placebo   AGEGR1            N Missing     missing    N_miss
  51              Placebo   AGEGR1        N Non-missing     missing N_nonmiss
  52              Placebo   AGEGR1            % Missing     missing    p_miss
  53              Placebo   AGEGR1        % Non-missing     missing p_nonmiss
  54 Xanomeline High Dose   AGEGR1                65-80 categorical         n
  55 Xanomeline High Dose   AGEGR1                65-80 categorical         N
  56 Xanomeline High Dose   AGEGR1                65-80 categorical         p
  57 Xanomeline High Dose   AGEGR1                  <65 categorical         n
  58 Xanomeline High Dose   AGEGR1                  <65 categorical         N
  59 Xanomeline High Dose   AGEGR1                  <65 categorical         p
  60 Xanomeline High Dose   AGEGR1                  >80 categorical         n
  61 Xanomeline High Dose   AGEGR1                  >80 categorical         N
  62 Xanomeline High Dose   AGEGR1                  >80 categorical         p
  63 Xanomeline High Dose   AGEGR1        Vector Length     missing     N_obs
  64 Xanomeline High Dose   AGEGR1            N Missing     missing    N_miss
  65 Xanomeline High Dose   AGEGR1        N Non-missing     missing N_nonmiss
  66 Xanomeline High Dose   AGEGR1            % Missing     missing    p_miss
  67 Xanomeline High Dose   AGEGR1        % Non-missing     missing p_nonmiss
  68  Xanomeline Low Dose   AGEGR1                65-80 categorical         n
  69  Xanomeline Low Dose   AGEGR1                65-80 categorical         N
  70  Xanomeline Low Dose   AGEGR1                65-80 categorical         p
  71  Xanomeline Low Dose   AGEGR1                  <65 categorical         n
  72  Xanomeline Low Dose   AGEGR1                  <65 categorical         N
  73  Xanomeline Low Dose   AGEGR1                  <65 categorical         p
  74  Xanomeline Low Dose   AGEGR1                  >80 categorical         n
  75  Xanomeline Low Dose   AGEGR1                  >80 categorical         N
  76  Xanomeline Low Dose   AGEGR1                  >80 categorical         p
  77  Xanomeline Low Dose   AGEGR1        Vector Length     missing     N_obs
  78  Xanomeline Low Dose   AGEGR1            N Missing     missing    N_miss
  79  Xanomeline Low Dose   AGEGR1        N Non-missing     missing N_nonmiss
  80  Xanomeline Low Dose   AGEGR1            % Missing     missing    p_miss
  81  Xanomeline Low Dose   AGEGR1        % Non-missing     missing p_nonmiss
  82              Placebo      ARM              Placebo categorical         n
  83              Placebo      ARM              Placebo categorical         N
  84              Placebo      ARM              Placebo categorical         p
  85 Xanomeline High Dose      ARM Xanomeline High Dose categorical         n
  86 Xanomeline High Dose      ARM Xanomeline High Dose categorical         N
  87 Xanomeline High Dose      ARM Xanomeline High Dose categorical         p
  88  Xanomeline Low Dose      ARM  Xanomeline Low Dose categorical         n
  89  Xanomeline Low Dose      ARM  Xanomeline Low Dose categorical         N
  90  Xanomeline Low Dose      ARM  Xanomeline Low Dose categorical         p
            stat
  1   86.0000000
  2   75.2093023
  3    8.5901671
  4   76.0000000
  5   69.0000000
  6   82.0000000
  7   52.0000000
  8   89.0000000
  9   86.0000000
  10   0.0000000
  11  86.0000000
  12   0.0000000
  13   1.0000000
  14  84.0000000
  15  74.3809524
  16   7.8860938
  17  76.0000000
  18  70.5000000
  19  80.0000000
  20  56.0000000
  21  88.0000000
  22  84.0000000
  23   0.0000000
  24  84.0000000
  25   0.0000000
  26   1.0000000
  27  84.0000000
  28  75.6666667
  29   8.2860506
  30  77.5000000
  31  71.0000000
  32  82.0000000
  33  51.0000000
  34  88.0000000
  35  84.0000000
  36   0.0000000
  37  84.0000000
  38   0.0000000
  39   1.0000000
  40  42.0000000
  41  86.0000000
  42   0.4883721
  43  14.0000000
  44  86.0000000
  45   0.1627907
  46  30.0000000
  47  86.0000000
  48   0.3488372
  49  86.0000000
  50   0.0000000
  51  86.0000000
  52   0.0000000
  53   1.0000000
  54  55.0000000
  55  84.0000000
  56   0.6547619
  57  11.0000000
  58  84.0000000
  59   0.1309524
  60  18.0000000
  61  84.0000000
  62   0.2142857
  63  84.0000000
  64   0.0000000
  65  84.0000000
  66   0.0000000
  67   1.0000000
  68  47.0000000
  69  84.0000000
  70   0.5595238
  71   8.0000000
  72  84.0000000
  73   0.0952381
  74  29.0000000
  75  84.0000000
  76   0.3452381
  77  84.0000000
  78   0.0000000
  79  84.0000000
  80   0.0000000
  81   1.0000000
  82  86.0000000
  83 254.0000000
  84   0.3385827
  85  84.0000000
  86 254.0000000
  87   0.3307087
  88  84.0000000
  89 254.0000000
  90   0.3307087

Code
  ard_shuff_trim
Output
                      ARM variable                label     context stat_name
  1               Placebo      AGE                    N  continuous         N
  2               Placebo      AGE             Mean(SD)  continuous      mean
  3               Placebo      AGE             Mean(SD)  continuous        sd
  4               Placebo      AGE               median  continuous    median
  5               Placebo      AGE                  p25  continuous       p25
  6               Placebo      AGE                  p75  continuous       p75
  7               Placebo      AGE                  min  continuous       min
  8               Placebo      AGE                  max  continuous       max
  9               Placebo      AGE        Vector Length     missing     N_obs
  10              Placebo      AGE            N Missing     missing    N_miss
  11              Placebo      AGE        N Non-missing     missing N_nonmiss
  12              Placebo      AGE            % Missing     missing    p_miss
  13              Placebo      AGE        % Non-missing     missing p_nonmiss
  14 Xanomeline High Dose      AGE                    N  continuous         N
  15 Xanomeline High Dose      AGE             Mean(SD)  continuous      mean
  16 Xanomeline High Dose      AGE             Mean(SD)  continuous        sd
  17 Xanomeline High Dose      AGE               median  continuous    median
  18 Xanomeline High Dose      AGE                  p25  continuous       p25
  19 Xanomeline High Dose      AGE                  p75  continuous       p75
  20 Xanomeline High Dose      AGE                  min  continuous       min
  21 Xanomeline High Dose      AGE                  max  continuous       max
  22 Xanomeline High Dose      AGE        Vector Length     missing     N_obs
  23 Xanomeline High Dose      AGE            N Missing     missing    N_miss
  24 Xanomeline High Dose      AGE        N Non-missing     missing N_nonmiss
  25 Xanomeline High Dose      AGE            % Missing     missing    p_miss
  26 Xanomeline High Dose      AGE        % Non-missing     missing p_nonmiss
  27  Xanomeline Low Dose      AGE                    N  continuous         N
  28  Xanomeline Low Dose      AGE             Mean(SD)  continuous      mean
  29  Xanomeline Low Dose      AGE             Mean(SD)  continuous        sd
  30  Xanomeline Low Dose      AGE               median  continuous    median
  31  Xanomeline Low Dose      AGE                  p25  continuous       p25
  32  Xanomeline Low Dose      AGE                  p75  continuous       p75
  33  Xanomeline Low Dose      AGE                  min  continuous       min
  34  Xanomeline Low Dose      AGE                  max  continuous       max
  35  Xanomeline Low Dose      AGE        Vector Length     missing     N_obs
  36  Xanomeline Low Dose      AGE            N Missing     missing    N_miss
  37  Xanomeline Low Dose      AGE        N Non-missing     missing N_nonmiss
  38  Xanomeline Low Dose      AGE            % Missing     missing    p_miss
  39  Xanomeline Low Dose      AGE        % Non-missing     missing p_nonmiss
  40              Placebo   AGEGR1                65-80 categorical         n
  41              Placebo   AGEGR1                65-80 categorical         N
  42              Placebo   AGEGR1                65-80 categorical         p
  43              Placebo   AGEGR1                  <65 categorical         n
  44              Placebo   AGEGR1                  <65 categorical         N
  45              Placebo   AGEGR1                  <65 categorical         p
  46              Placebo   AGEGR1                  >80 categorical         n
  47              Placebo   AGEGR1                  >80 categorical         N
  48              Placebo   AGEGR1                  >80 categorical         p
  49              Placebo   AGEGR1        Vector Length     missing     N_obs
  50              Placebo   AGEGR1            N Missing     missing    N_miss
  51              Placebo   AGEGR1        N Non-missing     missing N_nonmiss
  52              Placebo   AGEGR1            % Missing     missing    p_miss
  53              Placebo   AGEGR1        % Non-missing     missing p_nonmiss
  54 Xanomeline High Dose   AGEGR1                65-80 categorical         n
  55 Xanomeline High Dose   AGEGR1                65-80 categorical         N
  56 Xanomeline High Dose   AGEGR1                65-80 categorical         p
  57 Xanomeline High Dose   AGEGR1                  <65 categorical         n
  58 Xanomeline High Dose   AGEGR1                  <65 categorical         N
  59 Xanomeline High Dose   AGEGR1                  <65 categorical         p
  60 Xanomeline High Dose   AGEGR1                  >80 categorical         n
  61 Xanomeline High Dose   AGEGR1                  >80 categorical         N
  62 Xanomeline High Dose   AGEGR1                  >80 categorical         p
  63 Xanomeline High Dose   AGEGR1        Vector Length     missing     N_obs
  64 Xanomeline High Dose   AGEGR1            N Missing     missing    N_miss
  65 Xanomeline High Dose   AGEGR1        N Non-missing     missing N_nonmiss
  66 Xanomeline High Dose   AGEGR1            % Missing     missing    p_miss
  67 Xanomeline High Dose   AGEGR1        % Non-missing     missing p_nonmiss
  68  Xanomeline Low Dose   AGEGR1                65-80 categorical         n
  69  Xanomeline Low Dose   AGEGR1                65-80 categorical         N
  70  Xanomeline Low Dose   AGEGR1                65-80 categorical         p
  71  Xanomeline Low Dose   AGEGR1                  <65 categorical         n
  72  Xanomeline Low Dose   AGEGR1                  <65 categorical         N
  73  Xanomeline Low Dose   AGEGR1                  <65 categorical         p
  74  Xanomeline Low Dose   AGEGR1                  >80 categorical         n
  75  Xanomeline Low Dose   AGEGR1                  >80 categorical         N
  76  Xanomeline Low Dose   AGEGR1                  >80 categorical         p
  77  Xanomeline Low Dose   AGEGR1        Vector Length     missing     N_obs
  78  Xanomeline Low Dose   AGEGR1            N Missing     missing    N_miss
  79  Xanomeline Low Dose   AGEGR1        N Non-missing     missing N_nonmiss
  80  Xanomeline Low Dose   AGEGR1            % Missing     missing    p_miss
  81  Xanomeline Low Dose   AGEGR1        % Non-missing     missing p_nonmiss
  82              Placebo      ARM              Placebo categorical         n
  83              Placebo      ARM              Placebo categorical         N
  84              Placebo      ARM              Placebo categorical         p
  85 Xanomeline High Dose      ARM Xanomeline High Dose categorical         n
  86 Xanomeline High Dose      ARM Xanomeline High Dose categorical         N
  87 Xanomeline High Dose      ARM Xanomeline High Dose categorical         p
  88  Xanomeline Low Dose      ARM  Xanomeline Low Dose categorical         n
  89  Xanomeline Low Dose      ARM  Xanomeline Low Dose categorical         N
  90  Xanomeline Low Dose      ARM  Xanomeline Low Dose categorical         p
            stat
  1   86.0000000
  2   75.2093023
  3    8.5901671
  4   76.0000000
  5   69.0000000
  6   82.0000000
  7   52.0000000
  8   89.0000000
  9   86.0000000
  10   0.0000000
  11  86.0000000
  12   0.0000000
  13   1.0000000
  14  84.0000000
  15  74.3809524
  16   7.8860938
  17  76.0000000
  18  70.5000000
  19  80.0000000
  20  56.0000000
  21  88.0000000
  22  84.0000000
  23   0.0000000
  24  84.0000000
  25   0.0000000
  26   1.0000000
  27  84.0000000
  28  75.6666667
  29   8.2860506
  30  77.5000000
  31  71.0000000
  32  82.0000000
  33  51.0000000
  34  88.0000000
  35  84.0000000
  36   0.0000000
  37  84.0000000
  38   0.0000000
  39   1.0000000
  40  42.0000000
  41  86.0000000
  42   0.4883721
  43  14.0000000
  44  86.0000000
  45   0.1627907
  46  30.0000000
  47  86.0000000
  48   0.3488372
  49  86.0000000
  50   0.0000000
  51  86.0000000
  52   0.0000000
  53   1.0000000
  54  55.0000000
  55  84.0000000
  56   0.6547619
  57  11.0000000
  58  84.0000000
  59   0.1309524
  60  18.0000000
  61  84.0000000
  62   0.2142857
  63  84.0000000
  64   0.0000000
  65  84.0000000
  66   0.0000000
  67   1.0000000
  68  47.0000000
  69  84.0000000
  70   0.5595238
  71   8.0000000
  72  84.0000000
  73   0.0952381
  74  29.0000000
  75  84.0000000
  76   0.3452381
  77  84.0000000
  78   0.0000000
  79  84.0000000
  80   0.0000000
  81   1.0000000
  82  86.0000000
  83 254.0000000
  84   0.3385827
  85  84.0000000
  86 254.0000000
  87   0.3307087
  88  84.0000000
  89 254.0000000
  90   0.3307087

shuffle_ard notifies user about warnings/errors before dropping

Code
  shuffle_ard(ard_continuous(ADSL, variables = AGEGR1))
Message
  "warning" column contains messages that will be removed.
Output
  # A tibble: 4 x 4
    variable context    stat_name  stat
    <chr>    <chr>      <chr>     <dbl>
  1 AGEGR1   continuous N           254
  2 AGEGR1   continuous mean         NA
  3 AGEGR1   continuous sd           NA
  4 AGEGR1   continuous median       NA

shuffle_ard fills missing group levels if the group is meaningful

Code
  shuffle_ard(bind_ard(ard_continuous(ADSL, by = "ARM", variables = "AGE",
    statistic = ~ continuous_summary_fns("mean")), dplyr::tibble(group1 = "ARM",
    variable = "AGE", stat_name = "p", stat_label = "p", stat = list(0.05))))
Output
  # A tibble: 4 x 5
    ARM                  variable context    stat_name  stat
    <chr>                <chr>    <chr>      <chr>     <dbl>
  1 Placebo              AGE      continuous mean      75.2 
  2 Xanomeline High Dose AGE      continuous mean      74.4 
  3 Xanomeline Low Dose  AGE      continuous mean      75.7 
  4 Overall ARM          AGE      <NA>       p          0.05

Code
  shuffle_ard(bind_ard(ard_continuous(ADSL, variables = "AGE", statistic = ~
    continuous_summary_fns("mean")), dplyr::tibble(group1 = "ARM", variable = "AGE",
    stat_name = "p", stat_label = "p", stat = list(0.05))))
Output
  # A tibble: 2 x 5
    ARM         variable context    stat_name  stat
    <chr>       <chr>    <chr>      <chr>     <dbl>
  1 Overall ARM AGE      <NA>       p          0.05
  2 <NA>        AGE      continuous mean      75.1

Code
  as.data.frame(shuffle_ard(bind_ard(ard_categorical(ADSL, by = ARM, variables = AGEGR1),
  ard_categorical(ADSL, variables = AGEGR1), ard_continuous(ADSL, by = SEX, variables = AGE),
  ard_continuous(ADSL, variables = AGE))))
Output
                      ARM         SEX variable  label     context stat_name        stat
  1               Placebo        <NA>   AGEGR1  65-80 categorical         n  42.0000000
  2               Placebo        <NA>   AGEGR1  65-80 categorical         N  86.0000000
  3               Placebo        <NA>   AGEGR1  65-80 categorical         p   0.4883721
  4               Placebo        <NA>   AGEGR1    <65 categorical         n  14.0000000
  5               Placebo        <NA>   AGEGR1    <65 categorical         N  86.0000000
  6               Placebo        <NA>   AGEGR1    <65 categorical         p   0.1627907
  7               Placebo        <NA>   AGEGR1    >80 categorical         n  30.0000000
  8               Placebo        <NA>   AGEGR1    >80 categorical         N  86.0000000
  9               Placebo        <NA>   AGEGR1    >80 categorical         p   0.3488372
  10 Xanomeline High Dose        <NA>   AGEGR1  65-80 categorical         n  55.0000000
  11 Xanomeline High Dose        <NA>   AGEGR1  65-80 categorical         N  84.0000000
  12 Xanomeline High Dose        <NA>   AGEGR1  65-80 categorical         p   0.6547619
  13 Xanomeline High Dose        <NA>   AGEGR1    <65 categorical         n  11.0000000
  14 Xanomeline High Dose        <NA>   AGEGR1    <65 categorical         N  84.0000000
  15 Xanomeline High Dose        <NA>   AGEGR1    <65 categorical         p   0.1309524
  16 Xanomeline High Dose        <NA>   AGEGR1    >80 categorical         n  18.0000000
  17 Xanomeline High Dose        <NA>   AGEGR1    >80 categorical         N  84.0000000
  18 Xanomeline High Dose        <NA>   AGEGR1    >80 categorical         p   0.2142857
  19  Xanomeline Low Dose        <NA>   AGEGR1  65-80 categorical         n  47.0000000
  20  Xanomeline Low Dose        <NA>   AGEGR1  65-80 categorical         N  84.0000000
  21  Xanomeline Low Dose        <NA>   AGEGR1  65-80 categorical         p   0.5595238
  22  Xanomeline Low Dose        <NA>   AGEGR1    <65 categorical         n   8.0000000
  23  Xanomeline Low Dose        <NA>   AGEGR1    <65 categorical         N  84.0000000
  24  Xanomeline Low Dose        <NA>   AGEGR1    <65 categorical         p   0.0952381
  25  Xanomeline Low Dose        <NA>   AGEGR1    >80 categorical         n  29.0000000
  26  Xanomeline Low Dose        <NA>   AGEGR1    >80 categorical         N  84.0000000
  27  Xanomeline Low Dose        <NA>   AGEGR1    >80 categorical         p   0.3452381
  28          Overall ARM        <NA>   AGEGR1  65-80 categorical         n 144.0000000
  29          Overall ARM        <NA>   AGEGR1  65-80 categorical         N 254.0000000
  30          Overall ARM        <NA>   AGEGR1  65-80 categorical         p   0.5669291
  31          Overall ARM        <NA>   AGEGR1    <65 categorical         n  33.0000000
  32          Overall ARM        <NA>   AGEGR1    <65 categorical         N 254.0000000
  33          Overall ARM        <NA>   AGEGR1    <65 categorical         p   0.1299213
  34          Overall ARM        <NA>   AGEGR1    >80 categorical         n  77.0000000
  35          Overall ARM        <NA>   AGEGR1    >80 categorical         N 254.0000000
  36          Overall ARM        <NA>   AGEGR1    >80 categorical         p   0.3031496
  37                 <NA>           F      AGE      N  continuous         N 143.0000000
  38                 <NA>           F      AGE   Mean  continuous      mean  75.6503497
  39                 <NA>           F      AGE     SD  continuous        sd   8.1933146
  40                 <NA>           F      AGE Median  continuous    median  77.0000000
  41                 <NA>           F      AGE     Q1  continuous       p25  72.0000000
  42                 <NA>           F      AGE     Q3  continuous       p75  81.0000000
  43                 <NA>           F      AGE    Min  continuous       min  54.0000000
  44                 <NA>           F      AGE    Max  continuous       max  89.0000000
  45                 <NA>           M      AGE      N  continuous         N 111.0000000
  46                 <NA>           M      AGE   Mean  continuous      mean  74.3603604
  47                 <NA>           M      AGE     SD  continuous        sd   8.2943494
  48                 <NA>           M      AGE Median  continuous    median  77.0000000
  49                 <NA>           M      AGE     Q1  continuous       p25  69.0000000
  50                 <NA>           M      AGE     Q3  continuous       p75  81.0000000
  51                 <NA>           M      AGE    Min  continuous       min  51.0000000
  52                 <NA>           M      AGE    Max  continuous       max  88.0000000
  53                 <NA> Overall SEX      AGE      N  continuous         N 254.0000000
  54                 <NA> Overall SEX      AGE   Mean  continuous      mean  75.0866142
  55                 <NA> Overall SEX      AGE     SD  continuous        sd   8.2462339
  56                 <NA> Overall SEX      AGE Median  continuous    median  77.0000000
  57                 <NA> Overall SEX      AGE     Q1  continuous       p25  70.0000000
  58                 <NA> Overall SEX      AGE     Q3  continuous       p75  81.0000000
  59                 <NA> Overall SEX      AGE    Min  continuous       min  51.0000000
  60                 <NA> Overall SEX      AGE    Max  continuous       max  89.0000000

shuffle_ard fills missing group levels if the group is meaningful for cardx output

Code
  as.data.frame(shuffle_ard(ard_cardx))
Output
            ARM         SEX variable          context stat_name       stat
  1 Overall ARM        <NA>   AGEGR1 stats_chisq_test statistic 5.07944167
  2 Overall ARM        <NA>   AGEGR1 stats_chisq_test   p.value 0.07888842
  3        <NA> Overall SEX   AGEGR1 stats_chisq_test statistic 1.03944200
  4        <NA> Overall SEX   AGEGR1 stats_chisq_test   p.value 0.59468644


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cards documentation built on Oct. 4, 2024, 1:09 a.m.

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Embedding an R snippet on your website

Add the following code to your website.

For more information on customizing the embed code, read Embedding Snippets.

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