Package: ForestFit
Type: Package
Title: Statistical Modelling for Plant Size Distributions
Author: Mahdi Teimouri [aut, cre, cph, ctb] (<https://orcid.org/0000-0002-5371-9364>)
Maintainer: Mahdi Teimouri <teimouri@aut.ac.ir>
Description: Developed for the following tasks. 1 ) Computing the probability density function,
             cumulative distribution function, random generation, and estimating the parameters
 			 of the eleven mixture models. 2 ) Point estimation of the parameters of two - 
			 parameter Weibull distribution using twelve methods and three - parameter Weibull 
			 distribution using nine methods. 3 ) The Bayesian inference for the three - 
			 parameter Weibull distribution. 4 ) Estimating parameters of the three - parameter
			 Birnbaum - Saunders, generalized exponential, and Weibull distributions fitted to
			 grouped data using three methods including approximated maximum likelihood, 
			 expectation maximization, and maximum likelihood. 5 ) Estimating the parameters
			 of the gamma, log-normal, and Weibull mixture models fitted to the grouped data
			 through the EM algorithm, 6 ) Estimating parameters of the nonlinear height curve
			 fitted to the height - diameter observation, 7 ) Estimating parameters, computing
			 probability density function, cumulative distribution function, and generating
			 realizations from gamma shape mixture model introduced by Venturini et al. (2008)
			 <doi:10.1214/07-AOAS156> , 8 ) The Bayesian inference, computing probability
			 density function, cumulative distribution function, and generating realizations
			 from four-parameter Johnson SB distribution, 9 ) Robust multiple linear regression
			 analysis when error term follows skewed t distribution, 10 ) Estimating 
			 parameters of a given distribution fitted to grouped data using method of maximum
			 likelihood, and 11 ) Estimating parameters of the Johnson SB distribution through 
			 the Bayesian, method of moment, conditional maximum likelihood, and two - percentile 
			 method.
Encoding: UTF-8
License: GPL (>= 2)
Depends: R(>= 3.3.0)
Imports: ars, pracma
Repository: CRAN
Version: 2.2.3
Date: 2023-02-27
NeedsCompilation: no
Packaged: 2023-02-27 17:54:48 UTC; NikPardaz
Date/Publication: 2023-02-28 05:02:29 UTC
Built: R 4.1.3; ; 2023-04-17 14:07:31 UTC; windows
