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This package provides routines for parameter estimation and model diagnostics for any probability density or mass function implemented in R via maximum likelihood given a data set, with or without covariates. Tools in this package have general applicability, especially in survival analysis and distance sampling. 🔍💻

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Jaimemosg/EstimationTools

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EstimationTools

The goal of EstimationTools is to provide tools and routines for maximum likelihood estimation of probability density/mass functions in R.

Installation

You can install the latest version (4.3.0) of EstimationTools typing the following command lines in R console:

if (!require('devtools')) install.packages('devtools')
devtools::install_github('Jaimemosg/EstimationTools', force = TRUE)
library(EstimationTools)

Or you can install the released version (4.0.0) from CRAN if you prefer. You can also type the following command lines in R console:

install.packages("EstimationTools")

You can visit the package website to explore the functions reference and our vignettes (articles).

Examples

You can visit our estimation vignette to see the examples.

About

This package provides routines for parameter estimation and model diagnostics for any probability density or mass function implemented in R via maximum likelihood given a data set, with or without covariates. Tools in this package have general applicability, especially in survival analysis and distance sampling. 🔍💻

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