R package citation, R package reverse dependencies, R package scholars, install an r package from GitHub hy is package acceptance pending why is package undeliverable amazon why is package on hold dhl tour packages why in r package r and r package full form why is r free why r is bad which r package to install which r package has which r package which r package version which r package readxl which r package ggplot which r package fread which r package license where is package.json where is package-lock.json where is package.swift where is package explorer in eclipse where is package where is package manager unity where is package installer android where is package manager console in visual studio who r package which r package to install which r package version who is package who is package deal who is package design r and r package full form r and r package meaning what r package has what package r what is package in java what is package what is package-lock.json what is package in python what is package.json what is package installer do r package can't install r packages r can't find package r can't load package can't load xlsx package r can't install psych package r can't install sf package r Write if else in NONMEM pk pd
HMMextra0s
View on CRAN: Click
here
Download and install HMMextra0s package within the R console
Install from CRAN:
install.packages("HMMextra0s")
Install from Github:
library("remotes")
install_github("cran/HMMextra0s")
Install by package version:
library("remotes")
install_version("HMMextra0s", "1.1.0")
Attach the package and use:
library("HMMextra0s")
Maintained by
Ting Wang
[Scholar Profile | Author Map]
[Scholar Profile | Author Map]
All associated links for this package
First Published: 2018-09-17
Latest Update: 2021-08-03
Description:
Contains functions for hidden Markov models with observations having extra zeros as defined in the following two publications, Wang, T., Zhuang, J., Obara, K. and Tsuruoka, H. (2016) ; Wang, T., Zhuang, J., Buckby, J., Obara, K. and Tsuruoka, H. (2018) . The observed response variable is either univariate or bivariate Gaussian conditioning on presence of events, and extra zeros mean that the response variable takes on the value zero if nothing is happening. Hence the response is modelled as a mixture distribution of a Bernoulli variable and a continuous variable. That is, if the Bernoulli variable takes on the value 1, then the response variable is Gaussian, and if the Bernoulli variable takes on the value 0, then the response is zero too. This package includes functions for simulation, parameter estimation, goodness-of-fit, the Viterbi algorithm, and plotting the classified 2-D data. Some of the functions in the package are based on those of the R package 'HiddenMarkov' by David Harte. This updated version has included an example dataset and R code examples to show how to transform the data into the objects needed in the main functions. We have also made changes to increase the speed of some of the functions.
How to cite:
Ting Wang (2018). HMMextra0s: Hidden Markov Models with Extra Zeros. R package version 1.1.0, https://cran.r-project.org/web/packages/HMMextra0s. Accessed 21 Nov. 2024.
Previous versions and publish date:
1.0.0 (2018-09-17 17:30)
Other packages that cited HMMextra0s R package
View HMMextra0s citation profile
Other R packages that HMMextra0s depends,
imports, suggests or enhances
Complete documentation for HMMextra0s
Functions, R codes and Examples using
the HMMextra0s R package
Some associated functions: HMMextra0s-package . Kii . Viterbi.hmm0norm . Viterbi.hmm0norm2d . cumdist.hmm0norm . hmm0norm . hmm0norm2d . plotVitloc2d . plotVitpath2d . sim.hmm0norm . sim.hmm0norm2d .
Some associated R codes: Viterbi.hmm0norm.R . Viterbi.hmm0norm2d.R . cumdist.hmm0norm.R . hmm0norm.R . hmm0norm2d.R . plotVitloc2d.R . plotVitpath2d.R . sim.hmm0norm.R . sim.hmm0norm2d.R . Full HMMextra0s 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
r2resize
Automatic resizing toolbar for containers, images and tables. Various resizable or expandable contai ...
Download / Learn more Package Citations See dependency
Download / Learn more Package Citations See dependency
Maintainer: Obinna Obianom (view profile)
deductive
Attempt to repair inconsistencies and missing values in
data records by using information from vali ...
Download / Learn more Package Citations See dependency
Download / Learn more Package Citations See dependency
Maintainer: Mark van der Loo (view profile)
SCBiclust
Identifies a bicluster, a submatrix of the data such that the features and observations within the s ...
Download / Learn more Package Citations See dependency
Download / Learn more Package Citations See dependency
Maintainer: Erika S. Helgeson (view profile)
kgschart
Restore underlining numeric data from rating history graph of
KGS (an online platform of the game o ...
Download / Learn more Package Citations See dependency
Download / Learn more Package Citations See dependency
Maintainer: Kota Mori (view profile)
crossrun
Joint distribution of number of crossings and the
longest run in a series of independent Bernoulli ...
Download / Learn more Package Citations See dependency
Download / Learn more Package Citations See dependency
Maintainer: Tore Wentzel-Larsen (view profile)
RcppHNSW
'Hnswlib' is a C++ library for Approximate Nearest Neighbors.
This package provides a minimal R int ...
Download / Learn more Package Citations See dependency
Download / Learn more Package Citations See dependency
Maintainer: James Melville (view profile)