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data documentation
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| #' Wide complete data (continuous exposure) | ||
| #' These data are simulated based on data from the Family Life Project (FLP), a longitudinal study following 1,292 families | ||
| #' representative of two geographic areas (three counties in North Carolina and three counties in Pennsylvania) with high rural | ||
| #' child poverty (Vernon-Feagans et al., 2013; Burchinal et al., 2008). These data contain economic strain (ESEATA1) as a continuously | ||
| #' distributed variable. | ||
| #' | ||
| #' @name sim_data_wide.rda | ||
| #' @docType data | ||
| #' @format A wide data frame of 1,292 observations | ||
| #' There are 69 measured variables. | ||
| #' \itemize{ | ||
| #' \item "ESETA1" is the continuous exposure of economic strain | ||
| #' \item "StrDif_Tot.58" is the continuous outcome of behavioral problems | ||
| #' \item "InRatioCor" is the income-to-needs ratio | ||
| #' \item "PmEd2" is the parent's education level | ||
| #' \item "state" is the family's state of residence | ||
| #' \item "TcBlac2" is the family's race (1 = x, 0 = y) | ||
| #' \item "bioDadInHH2" is whether the biological father lives with the family (insert coding) | ||
| #' \item "HomeOwnd" indicator of whether family owns home (insert coding) | ||
| #' \item "KFASTScr" | ||
| #' \item "PmBlac2" primary careigver race (insert coding) | ||
| #' \item "SmokTotl" | ||
| #' \item "caregiv_health" | ||
| #' \item "gov_assist" | ||
| #' \item "ALI_LE" | ||
| #' \item "B18Raw" | ||
| #' \item "CORTB" | ||
| #' \item "EARS_TJo" | ||
| #' \item "fscore" | ||
| #' \item "HOMEETA1" | ||
| #' \item "IBRAttn" | ||
| #' \item "LESMnNeg" | ||
| #' \item "MDI" | ||
| #' \item "RHAsSO" | ||
| #' \item "SAAmylase" | ||
| #' \item "WndNbrhood" | ||
| #' } | ||
| #' @references Vernon-Feagans, L., Cox, M., Willoughby, M., Burchinal, M., Garrett-Peters, P., Mills-Koonce, R., | ||
| #' Garrett-Peiers, P., Conger, R. D., & Bauer, P. J. (2013). The Family Life Project: An Epidemiological and | ||
| #' Developmental Study of Young Children Living in Poor Rural Communities. | ||
| #' Monographs of the Society for Research in Child Development, 78(5), i–150. | ||
| #' | ||
| #' Burchinal, M., Howes, C., Pianta, R., Bryant, D., Early, D., Clifford, R., & Barbarin, O. (2008). | ||
| #' Predicting Child Outcomes at the End of Kindergarten from the Quality of Pre-Kindergarten Teacher–Child Interactions and | ||
| #' Instruction. Applied Developmental Science, 12(3), 140–153. https://doi.org/10.1080/10888690802199418 | ||
| #' | ||
| #'@keywords datasets | ||
| "sim_data_wide" | ||
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| #' Wide complete data (binary exposure) | ||
| #' These data are simulated based on data from the Family Life Project (FLP), a longitudinal study following 1,292 families | ||
| #' representative of two geographic areas (three counties in North Carolina and three counties in Pennsylvania) with high rural | ||
| #' child poverty (Vernon-Feagans et al., 2013; Burchinal et al., 2008). These data contain economic strain (ESEATA1) as a binary variable. | ||
| #' | ||
| #' @name sim_data_wide_bin.rda | ||
| #' @docType data | ||
| #' @format A data frame | ||
| #' | ||
| "sim_data_wide_bin" | ||
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| #' Wide data with missingness (continuous exposure) | ||
| #' | ||
| #' These data are simulated based on data from the Family Life Project (FLP), a longitudinal study following 1,292 families | ||
| #' representative of two geographic areas (three counties in North Carolina and three counties in Pennsylvania) with high rural | ||
| #' child poverty (Vernon-Feagans et al., 2013; Burchinal et al., 2008). MAR missingness has been added using the missMethods package. | ||
| #' These data contain economic strain (ESEATA1) as a continuously distributed variable. | ||
| #' | ||
| #' @name sim_data_wide_miss.rda | ||
| #' @docType data | ||
| #' @format A data frame | ||
| #' | ||
| "sim_data_wide_miss" | ||
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| #' Wide data with missingness (binary exposure) | ||
| #' | ||
| #' These data are simulated based on data from the Family Life Project (FLP), a longitudinal study following 1,292 families | ||
| #' representative of two geographic areas (three counties in North Carolina and three counties in Pennsylvania) with high rural | ||
| #' child poverty (Vernon-Feagans et al., 2013; Burchinal et al., 2008). MAR missingness has been added using the missMethods package. | ||
| #' These data contain economic strain (ESEATA1) as a binary variable. | ||
| #' | ||
| #' @name sim_data_wide_miss_bin.rda | ||
| #' @docType data | ||
| #' @format A data frame | ||
| #' | ||
| "sim_data_wide_miss_bin" | ||
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| #' Long data with missingness (continuous exposure) | ||
| #' | ||
| #' These data are simulated based on data from the Family Life Project (FLP), a longitudinal study following 1,292 families | ||
| #' representative of two geographic areas (three counties in North Carolina and three counties in Pennsylvania) with high rural | ||
| #' child poverty (Vernon-Feagans et al., 2013; Burchinal et al., 2008). MAR missingness has been added using the missMethods package. | ||
| #' These data contain economic strain (ESEATA1) as a continuously distributed variable. | ||
| #' | ||
| #' @name sim_data_long_miss.rda | ||
| #' @docType data | ||
| #' @format A data frame | ||
| #' | ||
| "sim_data_long_miss" | ||
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|
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| #' Long data with missingness (binary exposure) | ||
| #' | ||
| #' These data are simulated based on data from the Family Life Project (FLP), a longitudinal study following 1,292 families | ||
| #' representative of two geographic areas (three counties in North Carolina and three counties in Pennsylvania) with high rural | ||
| #' child poverty (Vernon-Feagans et al., 2013; Burchinal et al., 2008). MAR missingness has been added using the missMethods package. | ||
| #' These data contain economic strain (ESEATA1) as a binary variable. | ||
| #' | ||
| #' @name sim_data_long_miss_bin.rda | ||
| #' @docType data | ||
| #' @format A data frame | ||
| #' | ||
| "sim_data_long_miss_bin" | ||
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| #' Wide data imputed with mice (continuous exposure) | ||
| #' | ||
| #' These data are simulated based on data from the Family Life Project (FLP), a longitudinal study following 1,292 families | ||
| #' representative of two geographic areas (three counties in North Carolina and three counties in Pennsylvania) with high rural | ||
| #' child poverty (Vernon-Feagans et al., 2013; Burchinal et al., 2008). MAR missingness has been added using the missMethods package before | ||
| #' imputing with the mice package. These data contain economic strain (ESEATA1) as a continuously distributed variable. | ||
| #' | ||
| #' @name sim_data_mice.rda | ||
| #' @docType data | ||
| #' @format A mice object | ||
| #' | ||
| "sim_data_mice" | ||
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| #' Wide data imputed and read in (continuous exposure) | ||
| #' | ||
| #' These data are simulated based on data from the Family Life Project (FLP), a longitudinal study following 1,292 families | ||
| #' representative of two geographic areas (three counties in North Carolina and three counties in Pennsylvania) with high rural | ||
| #' child poverty (Vernon-Feagans et al., 2013; Burchinal et al., 2008). MAR missingness has been added using the missMethods package before | ||
| #' imputing with the mice package and reading in each imputed dataset. These data contain economic strain (ESEATA1) as a continuously | ||
| #' distributed variable. | ||
| #' | ||
| #' @name sim_data_imp_list.rda | ||
| #' @docType data | ||
| #' @format A list of data frames | ||
| #' | ||
| "sim_data_imp_list" | ||
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