Nothing
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
Code
rescale_weights(data = head(nhanes_sample, n = 30), by = 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
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