Subset of growth data from the collaborative perinatal project (CPP).
cpp_imputed drops observations for which the haz column is
NA, and imputes all other observations as 0. This is only for the
purposes of simplifying testing and examples.
A data frame with 1,912 repated-measures observations and 500 unique subjects:
Subject ID
Age since birth at examination (days)
Weight (kg)
Standing height (cm)
Recumbent length (cm)
BMI (kg/m**2)
Weight for age z-score
Length/height for age z-score
Weight for length/height z-score
BMI for age z-score
Investigational Site ID
Sex (num)
Sex
Maternal breastfeeding status (num)
Maternal breastfeeding status
Gestational age at birth (days)
Birth weight (gm)
Birth length (cm)
APGAR Score 1 min after birth
APGAR Score 5 min after birth
Maternal age at birth of child (yrs)
Maternal race (num)
Maternal race
Mothers marital status (num)
Mothers marital status
Mother, years of education
Socio-economic status (num)
Socio-economic status
Maternal parity
Maternal num pregnancies
Maternal smoking status
Num cigarettes mom smoked per day
Maternal risk factors
https://catalog.archives.gov/id/606622
Broman, Sarah. 'The collaborative perinatal project: an overview.' Handbook of longitudinal research 1 (1984): 185-227.
data(cpp)
head(cpp)
#>   subjid agedays   wtkg htcm lencm      bmi   waz   haz   whz   baz siteid sexn
#> 1      1       1  4.621   55    55 15.27603  2.38  2.61  0.19  1.35      5    1
#> 2      1     123  8.760   NA    NA       NA  1.99    NA    NA    NA      5    1
#> 3      1     366 14.500   79    79 23.23346  3.84  1.35  4.02  3.89      5    1
#> 4      2       1  3.345   51    51 12.86044  0.06  0.50 -0.64 -0.43      5    1
#> 5      2     123  4.340   NA    NA       NA -3.99    NA    NA    NA      5    1
#> 6      2     366  8.400   73    73 15.76281 -1.27 -1.17 -0.96 -0.80      5    1
#>    sex feedingn feeding gagebrth birthwt birthlen apgar1 apgar5 mage mracen
#> 1 Male       90 Unknown      287    4621       55      8      9   21      5
#> 2 Male       90 Unknown      287    4621       55      8      9   21      5
#> 3 Male       90 Unknown      287    4621       55      8      9   21      5
#> 4 Male       90 Unknown      280    3345       51      8      9   15      5
#> 5 Male       90 Unknown      280    3345       51      8      9   15      5
#> 6 Male       90 Unknown      280    3345       51      8      9   15      5
#>   mrace mmaritn  mmarit meducyrs sesn          ses parity gravida smoked
#> 1 White       1 Married       12   50       Middle      1       1      0
#> 2 White       1 Married       12   50       Middle      1       1      0
#> 3 White       1 Married       12   50       Middle      1       1      0
#> 4 White       1 Married       NA   NA            .      0       0      1
#> 5 White       1 Married       NA   NA            .      0       0      1
#> 6 White       1 Married       NA   NA            .      0       0      1
#>   mcignum comprisk
#> 1       0     none
#> 2       0     none
#> 3       0     none
#> 4      35     none
#> 5      35     none
#> 6      35     none
#