Package: APCI 1.0.8

APCI: A New Age-Period-Cohort Model for Describing and Investigating Inter-Cohort Differences and Life Course Dynamics

It implemented Age-Period-Interaction Model (APC-I Model) proposed in the paper of Liying Luo and James S. Hodges in 2019. A new age-period-cohort model for describing and investigating inter-cohort differences and life course dynamics.

Authors:Jiahui Xu [aut, cre], Liying Luo [aut]

APCI_1.0.8.tar.gz
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APCI.pdf |APCI.html✨
APCI/json (API)

# Install 'APCI' in R:

install.packages('APCI', repos = c('https://jiahui1902.r-universe.dev', 'https://cloud.r-project.org'))

Bug tracker:https://github.com/jiahui1902/apci/issues

Datasets:

cpsmen - Labor force participation data for men from 1990 to 1979 in CPS
cpswomen - Women's labor force participation data from the 1990 to 2019 Current Population Survey
simulation - Simulated Dataset
women9017 - Women9017

On CRAN:

13 exports 3 stars 1.12 score 73 dependencies 3 scripts 492 downloads

Last updated 15 days agofrom:8df0788a3a. Checks:OK: 3 NOTE: 4. Indexed: yes.

Target	Result	Date
Doc / Vignettes	OK	Sep 02 2024
R-4.5-win	NOTE	Sep 02 2024
R-4.5-linux	NOTE	Sep 02 2024
R-4.4-win	NOTE	Sep 02 2024
R-4.4-mac	NOTE	Sep 02 2024
R-4.3-win	OK	Sep 02 2024
R-4.3-mac	OK	Sep 02 2024

Exports:ageperiod_group apci apci.bar apci.plot apci.plot.heatmap apci.plot.hexagram apci.plot.raw cohortdeviation compute_xcoordinate compute_ycoordinate maineffect temp_model tests

Dependencies:abind backports boot broom car carData cli colorspace corrplot cowplot cpp11 data.table DBI Deriv doBy dplyr fansi farver gee generics ggplot2 ggpubr ggrepel ggsci ggsignif glue gridExtra gtable isoband labeling lattice lifecycle lme4 magrittr MASS Matrix MatrixModels mgcv microbenchmark minqa mitools modelr munsell nlme nloptr nnet numDeriv pbkrtest pillar pkgconfig polynom purrr quantreg R6 RColorBrewer Rcpp RcppArmadillo RcppEigen rlang rstatix scales SparseM stringi stringr survey survival tibble tidyr tidyselect utf8 vctrs viridisLite withr

Citation

Development and contributors

Readme and manuals

Help Manual

Help page	Topics
Construct a cohort index matrix for any number of age and period groups	ageperiod_group
Run apci model	apci
Visualization for the APC-I model results	apci.bar
Visualization for data exploration or model results	apci.plot
Visualize APC-I model results	apci.plot.heatmap
Visualize APC-I model results	apci.plot.hexagram
data exploration: visualize age, period, and cohort patterns in the outcome before modeling.	apci.plot.raw
compute inter-cohort avarage deviations and intra-cohort life-course dynamics	cohortdeviation
calculate x coordinate values	compute_xcoordinate
calculate y coordinate values	compute_ycoordinate
Labor force participation data for men from 1990 to 1979 in CPS	cpsmen
Women's labor force participation data from the 1990 to 2019 Current Population Survey (CPS)	cpswomen
estimate age main effects and period main effects	maineffect
Simulated Dataset	simulation
Estimate APC-I model	temp_model
local and global F test	tests
women9017	women9017