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panelr
View on CRAN: Click
here
Download and install panelr package within the R console
Install from CRAN:
install.packages("panelr")
Install from Github:
library("remotes")
install_github("cran/panelr")
Install by package version:
library("remotes")
install_version("panelr", "0.7.8")
Attach the package and use:
library("panelr")
Maintained by
Jacob A. Long
[Scholar Profile | Author Map]
[Scholar Profile | Author Map]
All associated links for this package
First Published: 2019-05-16
Latest Update: 2023-08-22
Description:
Provides an object type and associated tools for storing and
wrangling panel data. Implements several methods for creating regression
models that take advantage of the unique aspects of
panel data. Among other capabilities, automates the "within-between"
(also known as "between-within" and "hybrid") panel regression specification
that combines the desirable aspects of both fixed effects and random effects
econometric models and fits them as multilevel models
(Allison, 2009 ;
Bell & Jones, 2015 ). These models can also be
estimated via generalized estimating equations
(GEE; McNeish, 2019 ) and Bayesian
estimation is (optionally) supported via 'Stan'.
Supports estimation of asymmetric effects models via first differences
(Allison, 2019 ) as well as a generalized
linear model extension thereof using GEE.
How to cite:
Jacob A. Long (2019). panelr: Regression Models and Utilities for Repeated Measures and Panel Data. R package version 0.7.8, https://cran.r-project.org/web/packages/panelr. Accessed 22 Dec. 2024.
Previous versions and publish date:
Other packages that cited panelr R package
View panelr citation profile
Other R packages that panelr depends,
imports, suggests or enhances
Complete documentation for panelr
Functions, R codes and Examples using
the panelr R package
Some associated functions: WageData . are_varying . asym . asym_gee . complete_data . fdm . fdm_tidiers . formula.wbm . get_wave . heise . is_panel . line_plot . long_panel . make_diff_data . make_wb_data . model_frame . nlsy . nobs.wbm . panel_data . predict.wbgee . predict.wbm . reexports . summary.panel_data . teen_poverty . unpanel . wbgee . wbgee_tidiers . wbm-class . wbm . wbm_stan . wbm_tidiers . widen_panel .
Some associated R codes: 1_wbMod.R . WageData.R . asym.R . asym_gee.R . clusterSE.R . diffs.R . heise.R . model_frame.R . nlsy.R . panel_data.R . panel_methods.R . plotters.R . reconstruct.R . reshapers.R . teen_poverty.R . utils.R . wb_data_prep.R . wb_gee.R . wb_lmer.R . wb_stan.R . wb_utils.R . Full panelr package functions and examples
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