Other packages > Find by keyword >

eco  

Ecological Inference in 2x2 Tables
View on CRAN: Click here


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

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

Install by package version:
library("remotes")
install_version("eco", "4.0-3")



Attach the package and use:
library("eco")
Maintained by
Ying Lu
[Scholar Profile | Author Map]
All associated links for this package
First Published: 2004-12-21
Latest Update: 2022-11-18
Description:
Implements the Bayesian and likelihood methods proposedin Imai Lu and Strauss 2008 DOI 10.1093panmpm017 and2011 DOI10.18637jss.v042.i05 for ecological inference in 2by 2 tables as well as the method of bounds introduced by Duncan andDavis 1953. The package fits both parametric and nonparametricmodels using either the Expectation-Maximization algorithms forlikelihood models or the Markov chain Monte Carlo algorithms forBayesian models. For all models the individual-level data can bedirectly incorporated into the estimation whenever such data are available.Along with in-sample and out-of-sample predictions the package alsoprovides a functionality which allows one to quantify the effect of dataaggregation on parameter estimation and hypothesis testing under theparametric likelihood models.
How to cite:
Ying Lu (2004). eco: Ecological Inference in 2x2 Tables. R package version 4.0-3, https://cran.r-project.org/web/packages/eco. Accessed 08 Apr. 2025.
Previous versions and publish date:
1.0-1 (2004-12-21 12:20), 1.1-1 (2005-06-16 18:11), 2.1-1 (2005-07-09 12:27), 2.2-1 (2005-09-30 19:22), 2.2-2 (2006-09-24 10:02), 3.0-1 (2007-01-01 15:22), 3.0-2 (2007-01-11 20:41), 3.1-1 (2007-06-28 21:02), 3.1-2 (2009-02-01 11:41), 3.1-4 (2009-07-18 17:41), 3.1-5 (2011-04-26 13:50), 3.1-6 (2012-06-12 08:36), 3.1-7 (2015-03-19 09:46), 4.0-1 (2017-08-01 07:24), 4.0-3 (2022-11-03 23:00)
Other packages that cited eco R package
View eco citation profile
Other R packages that eco depends, imports, suggests or enhances
Functions, R codes and Examples using the eco R package
Full eco package functions and examples
Downloads during the last 30 days
03/1003/1103/1203/1503/1903/2003/2103/2203/2303/2403/2703/2803/3003/3104/02Downloads for eco051015202530TrendBars

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  
seasonalclumped  
Toolbox for Clumped Isotope Seasonality Reconstructions
Compiles a set of functions and dummy data that simplify reconstructions of seasonal temperature va ...
Download / Learn more Package Citations See dependency  
sybil  
Efficient Constrained Based Modelling
This Systems Biology Package Gelius-Dietrich et. al. 2012 doi10.11861752-0509-7-125 implements algor ...
Download / Learn more Package Citations See dependency  
icr  
Compute Krippendorff's Alpha
Provides functions to compute and plot Krippendorff's inter-coder reliability coefficient alpha and ...
Download / Learn more Package Citations See dependency  
ssc  
Semi-Supervised Classification Methods
Provides a collection of self-labeled techniques for semi-supervised classification. In semi-superv ...
Download / Learn more Package Citations See dependency  
dave  
Functions for "Data Analysis in Vegetation Ecology"
A collection of functions accompanying the book "Data Analysis in Vegetation Ecology". 3rd ed. CABI, ...
Download / Learn more Package Citations See dependency  

24,012

R Packages

207,311

Dependencies

64,867

Author Associations

24,013

Publication Badges

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