Other packages > Find by keyword >

cquad  

Conditional Maximum Likelihood for Quadratic Exponential Models for Binary Panel Data
View on CRAN: Click here


Download and install cquad package within the R console
Install from CRAN:
install.packages("cquad")

Install from Github:
library("remotes")
install_github("cran/cquad")

Install by package version:
library("remotes")
install_version("cquad", "2.3")



Attach the package and use:
library("cquad")
Maintained by
Francesco Bartolucci
[Scholar Profile | Author Map]
First Published: 2015-01-05
Latest Update: 2023-02-28
Description:
Estimation, based on conditional maximum likelihood, of the quadratic exponential model proposed by Bartolucci, F. & Nigro, V. (2010, Econometrica) and of a simplified and a modified version of this model. The quadratic exponential model is suitable for the analysis of binary longitudinal data when state dependence (further to the effect of the covariates and a time-fixed individual intercept) has to be taken into account. Therefore, this is an alternative to the dynamic logit model having the advantage of easily allowing conditional inference in order to eliminate the individual intercepts and then getting consistent estimates of the parameters of main interest (for the covariates and the lagged response). The simplified version of this model does not distinguish, as the original model does, between the last time occasion and the previous occasions. The modified version formulates in a different way the interaction terms and it may be used to test in a easy way state dependence as shown in Bartolucci, F., Nigro, V. & Pigini, C. (2018, Econometric Reviews) . The package also includes estimation of the dynamic logit model by a pseudo conditional estimator based on the quadratic exponential model, as proposed by Bartolucci, F. & Nigro, V. (2012, Journal of Econometrics) . For large time dimensions of the panel, the computation of the proposed models involves a recursive function from Krailo M. D., & Pike M. C. (1984, Journal of the Royal Statistical Society. Series C (Applied Statistics)) and Bartolucci F., Valentini, F. & Pigini C. (2021, Computational Economics .
How to cite:
Francesco Bartolucci (2015). cquad: Conditional Maximum Likelihood for Quadratic Exponential Models for Binary Panel Data. R package version 2.3, https://cran.r-project.org/web/packages/cquad. Accessed 30 Apr. 2025.
Previous versions and publish date:
1.0 (2015-01-05 22:36), 1.1 (2015-06-07 08:21), 1.2 (2015-07-22 10:00), 1.3 (2015-09-28 09:26), 1.4 (2017-06-06 12:33), 2.0 (2019-03-26 13:13), 2.1 (2019-07-02 12:51), 2.2 (2020-10-10 16:10)
Other packages that cited cquad R package
View cquad citation profile
Other R packages that cquad depends, imports, suggests or enhances
Complete documentation for cquad
Downloads during the last 30 days
03/3104/0104/0204/0304/0404/0504/0604/0704/0804/0904/1004/1104/1204/1304/1404/1504/1604/1704/1804/1904/2004/2104/2204/2304/2404/2504/2604/2704/28Downloads for cquad051015202530TrendBars

Today's Hot Picks in Authors and Packages

nextGenShinyApps  
Craft Exceptional 'R Shiny' Applications and Dashboards with Novel Responsive Tools
Nove responsive tools for designing and developing 'Shiny' dashboards and applications. The scripts ...
Download / Learn more Package Citations See dependency  
GRAPE  
Gene-Ranking Analysis of Pathway Expression
Gene-Ranking Analysis of Pathway Expression (GRAPE) is a tool for summarizing the consensus behavio ...
Download / Learn more Package Citations See dependency  
eyetrackingR  
Eye-Tracking Data Analysis
Addresses tasks along the pipeline from raw data to analysis and visualization for eye-tracking dat ...
Download / Learn more Package Citations See dependency  
micEconAids  
Demand Analysis with the Almost Ideal Demand System (AIDS)
Functions and tools for analysing consumer demand with the Almost Ideal Demand System (AIDS) sugg ...
Download / Learn more Package Citations See dependency  
crimeutils  
A Comprehensive Set of Functions to Clean, Analyze, and Present Crime Data
A collection of functions that make it easier to understand crime (or other) data, and assist other ...
Download / Learn more Package Citations See dependency  
schrute  
The Entire Transcript from the Office in Tidy Format
The complete scripts from the American version of the Office television show in tibble format. Use ...
Download / Learn more Package Citations See dependency  

24,142

R Packages

207,311

Dependencies

65,176

Author Associations

24,143

Publication Badges

© Copyright since 2022. All right reserved, rpkg.net.  Based in Cambridge, Massachusetts, USA