tests/testthat/_snaps/rescale_weights.md

In datawizard: Easy Data Wrangling and Statistical Transformations

rescale_weights works as expected

Code
  head(rescale_weights(nhanes_sample, "SDMVSTRA", "WTINT2YR"))
Output
    total  age RIAGENDR RIDRETH1 SDMVPSU SDMVSTRA WTINT2YR pweights_a pweights_b
  1     1 2.20        1        3       2       31 97593.68  1.5733612  1.2005159
  2     7 2.08        2        3       1       29 39599.36  0.6231745  0.5246593
  3     3 1.48        2        1       2       42 26619.83  0.8976966  0.5439111
  4     4 1.32        2        4       2       33 34998.53  0.7083628  0.5498944
  5     1 2.00        2        1       1       41 14746.45  0.4217782  0.3119698
  6     6 2.20        2        4       1       38 28232.10  0.6877550  0.5155503

Code
  head(rescale_weights(nhanes_sample, c("SDMVSTRA", "SDMVPSU"), "WTINT2YR"))
Output
    total  age RIAGENDR RIDRETH1 SDMVPSU SDMVSTRA WTINT2YR pweight_a_SDMVSTRA
  1     1 2.20        1        3       2       31 97593.68          1.5733612
  2     7 2.08        2        3       1       29 39599.36          0.6231745
  3     3 1.48        2        1       2       42 26619.83          0.8976966
  4     4 1.32        2        4       2       33 34998.53          0.7083628
  5     1 2.00        2        1       1       41 14746.45          0.4217782
  6     6 2.20        2        4       1       38 28232.10          0.6877550
    pweight_b_SDMVSTRA pweight_a_SDMVPSU pweight_b_SDMVPSU
  1          1.2005159         1.8458164         1.3699952
  2          0.5246593         0.8217570         0.5780808
  3          0.5439111         0.5034683         0.3736824
  4          0.5498944         0.6619369         0.4913004
  5          0.3119698         0.3060151         0.2152722
  6          0.5155503         0.5858662         0.4121388

rescale_weights nested works as expected

Code
  rescale_weights(data = head(nhanes_sample, n = 30), group = c("SDMVSTRA",
    "SDMVPSU"), probability_weights = "WTINT2YR", nest = TRUE)
Output
     total  age RIAGENDR RIDRETH1 SDMVPSU SDMVSTRA  WTINT2YR pweights_a
  1      1 2.20        1        3       2       31 97593.679  1.0000000
  2      7 2.08        2        3       1       29 39599.363  0.5502486
  3      3 1.48        2        1       2       42 26619.834  0.9512543
  4      4 1.32        2        4       2       33 34998.530  0.6766764
  5      1 2.00        2        1       1       41 14746.454  0.7147710
  6      6 2.20        2        4       1       38 28232.100  1.0000000
  7    350 1.60        1        3       2       33 93162.431  1.8012419
  8     NA 1.48        2        3       1       29 82275.986  1.1432570
  9      3 2.28        2        4       1       41 24726.391  1.1985056
  10    30 0.84        1        3       2       35 39895.048  1.0000000
  11    70 1.24        1        4       2       33 27002.703  0.5220817
  12     5 1.68        2        1       2       39 18792.034  0.3866720
  13    60 2.20        1        3       2       30 76894.563  1.0000000
  14     2 1.48        2        3       1       29 82275.986  1.1432570
  15     8 2.36        2        3       2       39 78406.811  1.6133280
  16     3 2.04        2        3       2       36 98200.912  1.0000000
  17     1 2.08        1        3       1       40 87786.091  1.0000000
  18     7 1.00        1        3       2       32 90803.158  1.2693642
  19     9 2.28        2        3       2       34 45002.917  1.0000000
  20     2 1.24        2        3       1       29 82275.986  1.1432570
  21     4 2.28        2        3       1       34 91437.145  1.4088525
  22     3 1.04        1        1       2       42 29348.027  1.0487457
  23     4 1.12        1        1       1       34 38366.567  0.5911475
  24     1 1.52        2        1       1       42  6622.334  1.0000000
  25    22 2.24        1        4       1       41 22420.209  1.0867233
  26     7 1.00        2        3       2       41 65529.204  1.0000000
  27     5 0.92        2        4       1       30 27089.745  1.0000000
  28    15 1.04        1        3       2       32 52265.570  0.7306358
  29     3 0.80        1        3       1       33 64789.307  1.0000000
  30     1 1.00        1        3       1       29 73404.222  1.0199804
     pweights_b
  1   1.0000000
  2   0.5226284
  3   0.9489993
  4   0.5107078
  5   0.6854605
  6   1.0000000
  7   1.3594509
  8   1.0858702
  9   1.1493587
  10  1.0000000
  11  0.3940306
  12  0.2809766
  13  1.0000000
  14  1.0858702
  15  1.1723308
  16  1.0000000
  17  1.0000000
  18  1.1834934
  19  1.0000000
  20  1.0858702
  21  1.2070771
  22  1.0462596
  23  0.5064835
  24  1.0000000
  25  1.0421602
  26  1.0000000
  27  1.0000000
  28  0.6812093
  29  1.0000000
  30  0.9687816

datawizard documentation built on Sept. 15, 2023, 9:06 a.m.