Other packages > Find by keyword >

LMfilteR  

Filter Methods for Parameter Estimation in Linear and Non Linear Regression Models
View on CRAN: Click here


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

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

Install by package version:
library("remotes")
install_version("LMfilteR", "0.1.3.1")



Attach the package and use:
library("LMfilteR")
Maintained by
Christian Llano Robayo
[Scholar Profile | Author Map]
All associated links for this package
First Published: 2017-09-24
Latest Update: 2023-02-02
Description:
We present a method based on filtering algorithms to estimate the parameters of linear, i.e. the coefficients and the variance of the error term. The proposed algorithms make use of Particle Filters following Ristic, B., Arulampalam, S., Gordon, N. (2004, ISBN: 158053631X) resampling methods. Parameters of logistic regression models are also estimated using an evolutionary particle filter method.
How to cite:
Christian Llano Robayo (2017). LMfilteR: Filter Methods for Parameter Estimation in Linear and Non Linear Regression Models. R package version 0.1.3.1, https://cran.r-project.org/web/packages/LMfilteR
Previous versions and publish date:
0.1.0 (2017-09-24 12:34), 0.1.1 (2017-10-13 05:35), 0.1.2 (2018-08-14 06:20), 0.1.3 (2020-10-12 09:40)
Other packages that cited LMfilteR R package
View LMfilteR citation profile
Other R packages that LMfilteR depends, imports, suggests or enhances
Functions, R codes and Examples using the LMfilteR R package
Some associated functions: EPF_L_compl . EPF_logist_compl . PF_lm . PF_lm_ss . 
Some associated R codes: EPF_L_compl.R . EPF_logist_compl.R . PF_lm.R . PF_lm_ss.R . utils.R .  Full LMfilteR package functions and examples
Downloads during the last 30 days
Get rewarded with contribution points by helping add
Reviews / comments / questions /suggestions ↴↴↴

Today's Hot Picks in Authors and Packages

mistral  
Methods in Structural Reliability
Various reliability analysis methods for rare event inference (computing failure probability and qua ...
Download / Learn more Package Citations See dependency  
rdbnomics  
Download DBnomics Data
R access to hundreds of millions data series from DBnomics API (). ...
Download / Learn more Package Citations See dependency  
ftaproxim  
Fault Tree Analysis Based on Proxel Simulation
Calculation and plotting of instantaneous unavailabilities of basic events along with the top event ...
Download / Learn more Package Citations See dependency  
steepness  
Testing Steepness of Dominance Hierarchies
The steepness package computes steepness as a property of dominance hierarchies. Steepness is define ...
Download / Learn more Package Citations See dependency  
critpath  
Setting the Critical Path in Project Management
Solving the problem of project management using CPM (Critical Path Method), PERT (Program Evaluation ...
Download / Learn more Package Citations See dependency  
quickcode  
Quick and Essential 'R' Tricks for Better Scripts
The NOT functions, 'R' tricks and a compilation of some simple quick plus often used 'R' codes to im ...
Download / Learn more Package Citations See dependency  

22,114

R Packages

188,080

Dependencies

55,244

Author Associations

22,115

Publication Badges

© Copyright 2022 - present. All right reserved, rpkg.net. Contact Us / Suggestions / Concerns