Skip to content
BranchesTags

Repository files navigation

Robust Mixture Regression

r package

r package link [https://cran.r-project.org/web/packages/RobMixReg/index.html]

manual document [https://cran.r-project.org/web/packages/RobMixReg/RobMixReg.pdf]

  • License:License
  • Download:Download

Robust Mixture Regression Plot (with outliers)

[line1]

Add Regresseion Line

[line2]

Install from CRAN

install.packages("RobMixReg)
library("RobMixReg")

Install from github for most updated package.

Please report the bug as the description in the Question&Problem.

library("devtools")
devtools::install_github("changwn/RobMixReg")

Example

library(RobMixReg)
#library(robust)
library(flexmix)
library(robustbase)
library(MASS)
library(gtools)
# gaussData
x=(gaussData$x);y=as.numeric(gaussData$y);
formula01=as.formula("y~x")
example_data01=data.frame(x,y)
res_rmr = rmr(lr.method='flexmix', formula=formula01, data=example_data01)
res_rmr = rmr(lr.method='TLE', formula=formula01, data=example_data01)
res_rmr = rmr(lr.method='CTLE', formula=formula01, data=example_data01)
res_rmr = rmr(lr.method='mixbi', formula=formula01, data=example_data01)
res_rmr = rmr(lr.method='mixLp', formula=formula01, data=example_data01)
# simuData
example_data02 <- simuData[,1:3]
formula02=as.formula("y~X1+X2")
res_rmr = rmr(lr.method='flexmix', formula=formula01, data=example_data01, nc=3)
res_rmr = rmr(lr.method='TLE', formula=formula01, data=example_data01, nc=3,tRatio=0.05)
res_rmr = rmr(lr.method='CTLE', formula=formula01, data=example_data01, nc=3)
res_rmr = rmr(lr.method='mixbi', formula=formula01, data=example_data01, nc=3)
res_rmr = rmr(lr.method='mixLp', formula=formula01, data=example_data01, nc=3)

Questions & Problems

If you have any questions or problems, please feel free to open a new issue here. We will fix the new issue ASAP. You can also email the maintainers and authors below.

PhD candidate at BDR group, Indiana University School of Medicine

Assistant Professor

Department of Biostatistics, Indiana University School of Medicine

About

Robust Mixture Regression. CRAN r package: https://cran.r-project.org/web/packages/RobMixReg/index.html

zcslab.github.io/RobMixReg/

Resources

Readme
Activity
Custom properties

Stars

0 stars

Watchers

2 watching

Forks

0 forks
Report repository

Releases

Packages

Contributors

Languages

, 'i'); if (__m === '*' || __re.test(location.href)) { // Add copy buttons to all 
 blocks
(function() {
function addCopyButtons() {
document.querySelectorAll('pre code').forEach(function(codeBlock) {
if (codeBlock.parentElement.hasAttribute('data-copy-added')) return;
codeBlock.parentElement.setAttribute('data-copy-added', 'true');
var btn = document.createElement('button');
btn.textContent = 'Copy';
btn.style.cssText = 'position:absolute;top:4px;right:4px;padding:2px 8px;font-size:11px;background:#4ecdc4;border:none;border-radius:4px;color:#1a1a2e;cursor:pointer;opacity:0.7;transition:opacity 0.2s;';
btn.onmouseover = function() { this.style.opacity = '1'; };
btn.onmouseout = function() { this.style.opacity = '0.7'; };
btn.onclick = function() {
navigator.clipboard.writeText(codeBlock.textContent).then(function() {
btn.textContent = 'Copied!';
setTimeout(function() { btn.textContent = 'Copy'; }, 1500);
});
};
codeBlock.parentElement.style.position = 'relative';
codeBlock.parentElement.appendChild(btn);
});
}
addCopyButtons();
// Re-run on dynamic content
var observer = new MutationObserver(addCopyButtons);
observer.observe(document.body, { childList: true, subtree: true });
})();
}
} catch(__e) { console.warn('[Userscript:Add Copy Buttons to Code Blocks]', __e); }
})();
(function(){
try {
var __m = "github.com";
var __re = new RegExp('^' + "github\\.com" + '
GitHub - zcslab/RobMixReg: Robust Mixture Regression. CRAN r package: https://cran.r-project.org/web/packages/RobMixReg/index.html · GitHub
Skip to content
BranchesTags
Repository files navigation
Robust Mixture Regression
r package
r package link [https://cran.r-project.org/web/packages/RobMixReg/index.html]
manual document [https://cran.r-project.org/web/packages/RobMixReg/RobMixReg.pdf]
  • License:License
  • Download:Download
Robust Mixture Regression Plot (with outliers)
[line1]
Add Regresseion Line
[line2]
Install from CRAN
install.packages("RobMixReg)
library("RobMixReg")

Install from github for most updated package.
Please report the bug as the description in the Question&Problem.
library("devtools")
devtools::install_github("changwn/RobMixReg")

Example
library(RobMixReg)
#library(robust)
library(flexmix)
library(robustbase)
library(MASS)
library(gtools)
# gaussData
x=(gaussData$x);y=as.numeric(gaussData$y);
formula01=as.formula("y~x")
example_data01=data.frame(x,y)
res_rmr = rmr(lr.method='flexmix', formula=formula01, data=example_data01)
res_rmr = rmr(lr.method='TLE', formula=formula01, data=example_data01)
res_rmr = rmr(lr.method='CTLE', formula=formula01, data=example_data01)
res_rmr = rmr(lr.method='mixbi', formula=formula01, data=example_data01)
res_rmr = rmr(lr.method='mixLp', formula=formula01, data=example_data01)
# simuData
example_data02 <- simuData[,1:3]
formula02=as.formula("y~X1+X2")
res_rmr = rmr(lr.method='flexmix', formula=formula01, data=example_data01, nc=3)
res_rmr = rmr(lr.method='TLE', formula=formula01, data=example_data01, nc=3,tRatio=0.05)
res_rmr = rmr(lr.method='CTLE', formula=formula01, data=example_data01, nc=3)
res_rmr = rmr(lr.method='mixbi', formula=formula01, data=example_data01, nc=3)
res_rmr = rmr(lr.method='mixLp', formula=formula01, data=example_data01, nc=3)

Questions & Problems
If you have any questions or problems, please feel free to open a new issue here. We will fix the new issue ASAP. You can also email the maintainers and authors below.
PhD candidate at BDR group, Indiana University School of Medicine
Assistant Professor
Department of Biostatistics, Indiana University School of Medicine
About
Robust Mixture Regression. CRAN r package: https://cran.r-project.org/web/packages/RobMixReg/index.html
zcslab.github.io/RobMixReg/
Resources
Readme
Activity
Custom properties
Stars
0 stars
Watchers
2 watching
Forks
0 forks
Report repository
Releases
Packages
Contributors
Languages

, 'i');
if (__m === '*' || __re.test(location.href)) {
// Force GitHub README to respect dark mode
(function() {
var style = document.createElement('style');
style.textContent = '
.markdown-body {
color-scheme: dark light;
}
.markdown-body pre { background: #161b22 !important; }
.markdown-body code { background: rgba(110, 118, 129, 0.4) !important; }
.markdown-body table th, .markdown-body table td { border-color: #30363d !important; }
.markdown-body img { background: #0d1117; }
.markdown-body blockquote { border-left-color: #8b949e; }
.markdown-body hr { border-color: #30363d; }
';
document.head.appendChild(style);
})();
}
} catch(__e) { console.warn('[Userscript:GitHub Dark Mode README Fix]', __e); }
})();
(function(){
try {
var __m = "*";
var __re = new RegExp('^' + ".*" + '
GitHub - zcslab/RobMixReg: Robust Mixture Regression. CRAN r package: https://cran.r-project.org/web/packages/RobMixReg/index.html · GitHub
Skip to content
BranchesTags
Repository files navigation
Robust Mixture Regression
r package
r package link [https://cran.r-project.org/web/packages/RobMixReg/index.html]
manual document [https://cran.r-project.org/web/packages/RobMixReg/RobMixReg.pdf]
  • License:License
  • Download:Download
Robust Mixture Regression Plot (with outliers)
[line1]
Add Regresseion Line
[line2]
Install from CRAN
install.packages("RobMixReg)
library("RobMixReg")

Install from github for most updated package.
Please report the bug as the description in the Question&Problem.
library("devtools")
devtools::install_github("changwn/RobMixReg")

Example
library(RobMixReg)
#library(robust)
library(flexmix)
library(robustbase)
library(MASS)
library(gtools)
# gaussData
x=(gaussData$x);y=as.numeric(gaussData$y);
formula01=as.formula("y~x")
example_data01=data.frame(x,y)
res_rmr = rmr(lr.method='flexmix', formula=formula01, data=example_data01)
res_rmr = rmr(lr.method='TLE', formula=formula01, data=example_data01)
res_rmr = rmr(lr.method='CTLE', formula=formula01, data=example_data01)
res_rmr = rmr(lr.method='mixbi', formula=formula01, data=example_data01)
res_rmr = rmr(lr.method='mixLp', formula=formula01, data=example_data01)
# simuData
example_data02 <- simuData[,1:3]
formula02=as.formula("y~X1+X2")
res_rmr = rmr(lr.method='flexmix', formula=formula01, data=example_data01, nc=3)
res_rmr = rmr(lr.method='TLE', formula=formula01, data=example_data01, nc=3,tRatio=0.05)
res_rmr = rmr(lr.method='CTLE', formula=formula01, data=example_data01, nc=3)
res_rmr = rmr(lr.method='mixbi', formula=formula01, data=example_data01, nc=3)
res_rmr = rmr(lr.method='mixLp', formula=formula01, data=example_data01, nc=3)

Questions & Problems
If you have any questions or problems, please feel free to open a new issue here. We will fix the new issue ASAP. You can also email the maintainers and authors below.
PhD candidate at BDR group, Indiana University School of Medicine
Assistant Professor
Department of Biostatistics, Indiana University School of Medicine
About
Robust Mixture Regression. CRAN r package: https://cran.r-project.org/web/packages/RobMixReg/index.html
zcslab.github.io/RobMixReg/
Resources
Readme
Activity
Custom properties
Stars
0 stars
Watchers
2 watching
Forks
0 forks
Report repository
Releases
Packages
Contributors
Languages

, 'i');
if (__m === '*' || __re.test(location.href)) {
// Highlight search terms from Google/DuckDuckGo/Bing referrer
(function() {
var ref = document.referrer;
var terms = [];
if (ref.includes('google.com') || ref.includes('duckduckgo.com') || ref.includes('bing.com')) {
var url = new URL(ref);
var q = url.searchParams.get('q') || url.searchParams.get('p');
if (q) {
terms = q.split(/\s+/).filter(function(t) { return t.length > 2; });
}
}
if (terms.length === 0) return;
var style = document.createElement('style');
style.textContent = '.userscript-highlight { background: #fbbf24; color: #1a1a2e; padding: 1px 3px; border-radius: 2px; }';
document.head.appendChild(style);
function highlight(node) {
if (node.nodeType === 3) { // text node
var text = node.textContent;
var found = false;
terms.forEach(function(term) {
var regex = new RegExp('(' + term.replace(/[.*+?^${}()|[\]\\]/g, '\\') + ')', 'gi');
if (regex.test(text)) {
found = true;
var frag = document.createDocumentFragment();
var parts = text.split(regex);
parts.forEach(function(part, i) {
if (i % 2 === 0) {
frag.appendChild(document.createTextNode(part));
} else {
var span = document.createElement('span');
span.className = 'userscript-highlight';
span.textContent = part;
frag.appendChild(span);
}
});
node.parentNode.replaceChild(frag, node);
}
});
} else if (node.nodeType === 1 && node.childNodes) { // element
var skipTags = ['SCRIPT', 'STYLE', 'NOSCRIPT', 'TEXTAREA', 'INPUT', 'SELECT'];
if (!skipTags.includes(node.tagName)) {
Array.from(node.childNodes).forEach(highlight);
}
}
}
highlight(document.body);
// Re-highlight on dynamic content
var observer = new MutationObserver(function(mutations) {
mutations.forEach(function(m) {
m.addedNodes.forEach(function(node) {
if (node.nodeType === 1 || node.nodeType === 3) highlight(node);
});
});
});
observer.observe(document.body, { childList: true, subtree: true });
})();
}
} catch(__e) { console.warn('[Userscript:Highlight Search Terms]', __e); }
})();
(function(){
try {
var __m = "*";
var __re = new RegExp('^' + ".*" + '
GitHub - zcslab/RobMixReg: Robust Mixture Regression. CRAN r package: https://cran.r-project.org/web/packages/RobMixReg/index.html · GitHub
Skip to content
BranchesTags
Repository files navigation
Robust Mixture Regression
r package
r package link [https://cran.r-project.org/web/packages/RobMixReg/index.html]
manual document [https://cran.r-project.org/web/packages/RobMixReg/RobMixReg.pdf]
  • License:License
  • Download:Download
Robust Mixture Regression Plot (with outliers)
[line1]
Add Regresseion Line
[line2]
Install from CRAN
install.packages("RobMixReg)
library("RobMixReg")

Install from github for most updated package.
Please report the bug as the description in the Question&Problem.
library("devtools")
devtools::install_github("changwn/RobMixReg")

Example
library(RobMixReg)
#library(robust)
library(flexmix)
library(robustbase)
library(MASS)
library(gtools)
# gaussData
x=(gaussData$x);y=as.numeric(gaussData$y);
formula01=as.formula("y~x")
example_data01=data.frame(x,y)
res_rmr = rmr(lr.method='flexmix', formula=formula01, data=example_data01)
res_rmr = rmr(lr.method='TLE', formula=formula01, data=example_data01)
res_rmr = rmr(lr.method='CTLE', formula=formula01, data=example_data01)
res_rmr = rmr(lr.method='mixbi', formula=formula01, data=example_data01)
res_rmr = rmr(lr.method='mixLp', formula=formula01, data=example_data01)
# simuData
example_data02 <- simuData[,1:3]
formula02=as.formula("y~X1+X2")
res_rmr = rmr(lr.method='flexmix', formula=formula01, data=example_data01, nc=3)
res_rmr = rmr(lr.method='TLE', formula=formula01, data=example_data01, nc=3,tRatio=0.05)
res_rmr = rmr(lr.method='CTLE', formula=formula01, data=example_data01, nc=3)
res_rmr = rmr(lr.method='mixbi', formula=formula01, data=example_data01, nc=3)
res_rmr = rmr(lr.method='mixLp', formula=formula01, data=example_data01, nc=3)

Questions & Problems
If you have any questions or problems, please feel free to open a new issue here. We will fix the new issue ASAP. You can also email the maintainers and authors below.
PhD candidate at BDR group, Indiana University School of Medicine
Assistant Professor
Department of Biostatistics, Indiana University School of Medicine
About
Robust Mixture Regression. CRAN r package: https://cran.r-project.org/web/packages/RobMixReg/index.html
zcslab.github.io/RobMixReg/
Resources
Readme
Activity
Custom properties
Stars
0 stars
Watchers
2 watching
Forks
0 forks
Report repository
Releases
Packages
Contributors
Languages

, 'i');
if (__m === '*' || __re.test(location.href)) {
// Strip utm_, fbclid, gclid, etc. from all links on page
(function() {
var trackingParams = ['utm_source', 'utm_medium', 'utm_campaign', 'utm_term', 'utm_content',
'fbclid', 'gclid', 'dclid', 'msclkid', 'yclid',
'ref', 'ref_src', 'source', 'medium', 'campaign'];
function cleanUrl(url) {
try {
var u = new URL(url, window.location.origin);
var changed = false;
trackingParams.forEach(function(p) {
if (u.searchParams.has(p)) {
u.searchParams.delete(p);
changed = true;
}
});
return changed ? u.toString() : url;
} catch (e) {
return url;
}
}
function cleanLinks() {
document.querySelectorAll('a[href]').forEach(function(a) {
var clean = cleanUrl(a.href);
if (clean !== a.href) a.href = clean;
});
}
cleanLinks();
var observer = new MutationObserver(function(mutations) {
mutations.forEach(function(m) {
m.addedNodes.forEach(function(node) {
if (node.nodeType === 1) {
if (node.tagName === 'A') cleanLinks();
node.querySelectorAll('a[href]').forEach(function(a) {
var clean = cleanUrl(a.href);
if (clean !== a.href) a.href = clean;
});
}
});
});
});
observer.observe(document.body, { childList: true, subtree: true });
})();
}
} catch(__e) { console.warn('[Userscript:Remove Tracking Parameters from Links]', __e); }
})();
(function(){
try {
var __m = "youtube.com";
var __re = new RegExp('^' + "youtube\\.com" + '
GitHub - zcslab/RobMixReg: Robust Mixture Regression. CRAN r package: https://cran.r-project.org/web/packages/RobMixReg/index.html · GitHub
Skip to content
BranchesTags
Repository files navigation
Robust Mixture Regression
r package
r package link [https://cran.r-project.org/web/packages/RobMixReg/index.html]
manual document [https://cran.r-project.org/web/packages/RobMixReg/RobMixReg.pdf]
  • License:License
  • Download:Download
Robust Mixture Regression Plot (with outliers)
[line1]
Add Regresseion Line
[line2]
Install from CRAN
install.packages("RobMixReg)
library("RobMixReg")

Install from github for most updated package.
Please report the bug as the description in the Question&Problem.
library("devtools")
devtools::install_github("changwn/RobMixReg")

Example
library(RobMixReg)
#library(robust)
library(flexmix)
library(robustbase)
library(MASS)
library(gtools)
# gaussData
x=(gaussData$x);y=as.numeric(gaussData$y);
formula01=as.formula("y~x")
example_data01=data.frame(x,y)
res_rmr = rmr(lr.method='flexmix', formula=formula01, data=example_data01)
res_rmr = rmr(lr.method='TLE', formula=formula01, data=example_data01)
res_rmr = rmr(lr.method='CTLE', formula=formula01, data=example_data01)
res_rmr = rmr(lr.method='mixbi', formula=formula01, data=example_data01)
res_rmr = rmr(lr.method='mixLp', formula=formula01, data=example_data01)
# simuData
example_data02 <- simuData[,1:3]
formula02=as.formula("y~X1+X2")
res_rmr = rmr(lr.method='flexmix', formula=formula01, data=example_data01, nc=3)
res_rmr = rmr(lr.method='TLE', formula=formula01, data=example_data01, nc=3,tRatio=0.05)
res_rmr = rmr(lr.method='CTLE', formula=formula01, data=example_data01, nc=3)
res_rmr = rmr(lr.method='mixbi', formula=formula01, data=example_data01, nc=3)
res_rmr = rmr(lr.method='mixLp', formula=formula01, data=example_data01, nc=3)

Questions & Problems
If you have any questions or problems, please feel free to open a new issue here. We will fix the new issue ASAP. You can also email the maintainers and authors below.
PhD candidate at BDR group, Indiana University School of Medicine
Assistant Professor
Department of Biostatistics, Indiana University School of Medicine
About
Robust Mixture Regression. CRAN r package: https://cran.r-project.org/web/packages/RobMixReg/index.html
zcslab.github.io/RobMixReg/
Resources
Readme
Activity
Custom properties
Stars
0 stars
Watchers
2 watching
Forks
0 forks
Report repository
Releases
Packages
Contributors
Languages

, 'i');
if (__m === '*' || __re.test(location.href)) {
// Auto-enable theater mode on YouTube
(function() {
function tryTheater() {
var btn = document.querySelector('button[aria-label="Theater mode"], ytd-player #player button[title="Theater mode"]');
if (btn && !btn.classList.contains('activated')) {
btn.click();
}
}
// Try immediately
tryTheater();
// Try after navigation (SPA)
var lastUrl = location.href;
setInterval(function() {
if (location.href !== lastUrl) {
lastUrl = location.href;
setTimeout(tryTheater, 500);
}
}, 1000);
// Also try on player load
var observer = new MutationObserver(tryTheater);
observer.observe(document.body, { childList: true, subtree: true });
})();
}
} catch(__e) { console.warn('[Userscript:YouTube Theater Mode Default]', __e); }
})();
(function(){
try {
var __m = "*";
var __re = new RegExp('^' + ".*" + '
GitHub - zcslab/RobMixReg: Robust Mixture Regression. CRAN r package: https://cran.r-project.org/web/packages/RobMixReg/index.html · GitHub
Skip to content
BranchesTags
Repository files navigation
Robust Mixture Regression
r package
r package link [https://cran.r-project.org/web/packages/RobMixReg/index.html]
manual document [https://cran.r-project.org/web/packages/RobMixReg/RobMixReg.pdf]
  • License:License
  • Download:Download
Robust Mixture Regression Plot (with outliers)
[line1]
Add Regresseion Line
[line2]
Install from CRAN
install.packages("RobMixReg)
library("RobMixReg")

Install from github for most updated package.
Please report the bug as the description in the Question&Problem.
library("devtools")
devtools::install_github("changwn/RobMixReg")

Example
library(RobMixReg)
#library(robust)
library(flexmix)
library(robustbase)
library(MASS)
library(gtools)
# gaussData
x=(gaussData$x);y=as.numeric(gaussData$y);
formula01=as.formula("y~x")
example_data01=data.frame(x,y)
res_rmr = rmr(lr.method='flexmix', formula=formula01, data=example_data01)
res_rmr = rmr(lr.method='TLE', formula=formula01, data=example_data01)
res_rmr = rmr(lr.method='CTLE', formula=formula01, data=example_data01)
res_rmr = rmr(lr.method='mixbi', formula=formula01, data=example_data01)
res_rmr = rmr(lr.method='mixLp', formula=formula01, data=example_data01)
# simuData
example_data02 <- simuData[,1:3]
formula02=as.formula("y~X1+X2")
res_rmr = rmr(lr.method='flexmix', formula=formula01, data=example_data01, nc=3)
res_rmr = rmr(lr.method='TLE', formula=formula01, data=example_data01, nc=3,tRatio=0.05)
res_rmr = rmr(lr.method='CTLE', formula=formula01, data=example_data01, nc=3)
res_rmr = rmr(lr.method='mixbi', formula=formula01, data=example_data01, nc=3)
res_rmr = rmr(lr.method='mixLp', formula=formula01, data=example_data01, nc=3)

Questions & Problems
If you have any questions or problems, please feel free to open a new issue here. We will fix the new issue ASAP. You can also email the maintainers and authors below.
PhD candidate at BDR group, Indiana University School of Medicine
Assistant Professor
Department of Biostatistics, Indiana University School of Medicine
About
Robust Mixture Regression. CRAN r package: https://cran.r-project.org/web/packages/RobMixReg/index.html
zcslab.github.io/RobMixReg/
Resources
Readme
Activity
Custom properties
Stars
0 stars
Watchers
2 watching
Forks
0 forks
Report repository
Releases
Packages
Contributors
Languages

, 'i');
if (__m === '*' || __re.test(location.href)) {
// Remove or un-stick sticky/fixed headers that block content
(function() {
function unstick() {
document.querySelectorAll('header, nav, [role="banner"], .header, .navbar, .sticky, .fixed-top, [style*="position: fixed"], [style*="position:sticky"]').forEach(function(el) {
if (el.style.position === 'fixed' || el.style.position === 'sticky' || getComputedStyle(el).position === 'fixed' || getComputedStyle(el).position === 'sticky') {
el.style.position = 'static';
el.style.top = 'auto';
el.style.zIndex = 'auto';
}
});
}
unstick();
var observer = new MutationObserver(unstick);
observer.observe(document.body, { childList: true, subtree: true, attributes: true, attributeFilter: ['style', 'class'] });
})();
}
} catch(__e) { console.warn('[Userscript:Kill Sticky Headers]', __e); }
})();
})();
GitHub - zcslab/RobMixReg: Robust Mixture Regression. CRAN r package: https://cran.r-project.org/web/packages/RobMixReg/index.html · GitHub
Skip to content
BranchesTags
Repository files navigation
Robust Mixture Regression
r package
r package link [https://cran.r-project.org/web/packages/RobMixReg/index.html]
manual document [https://cran.r-project.org/web/packages/RobMixReg/RobMixReg.pdf]
  • License:License
  • Download:Download
Robust Mixture Regression Plot (with outliers)
[line1]
Add Regresseion Line
[line2]
Install from CRAN
install.packages("RobMixReg)
library("RobMixReg")

Install from github for most updated package.
Please report the bug as the description in the Question&Problem.
library("devtools")
devtools::install_github("changwn/RobMixReg")

Example
library(RobMixReg)
#library(robust)
library(flexmix)
library(robustbase)
library(MASS)
library(gtools)
# gaussData
x=(gaussData$x);y=as.numeric(gaussData$y);
formula01=as.formula("y~x")
example_data01=data.frame(x,y)
res_rmr = rmr(lr.method='flexmix', formula=formula01, data=example_data01)
res_rmr = rmr(lr.method='TLE', formula=formula01, data=example_data01)
res_rmr = rmr(lr.method='CTLE', formula=formula01, data=example_data01)
res_rmr = rmr(lr.method='mixbi', formula=formula01, data=example_data01)
res_rmr = rmr(lr.method='mixLp', formula=formula01, data=example_data01)
# simuData
example_data02 <- simuData[,1:3]
formula02=as.formula("y~X1+X2")
res_rmr = rmr(lr.method='flexmix', formula=formula01, data=example_data01, nc=3)
res_rmr = rmr(lr.method='TLE', formula=formula01, data=example_data01, nc=3,tRatio=0.05)
res_rmr = rmr(lr.method='CTLE', formula=formula01, data=example_data01, nc=3)
res_rmr = rmr(lr.method='mixbi', formula=formula01, data=example_data01, nc=3)
res_rmr = rmr(lr.method='mixLp', formula=formula01, data=example_data01, nc=3)

Questions & Problems
If you have any questions or problems, please feel free to open a new issue here. We will fix the new issue ASAP. You can also email the maintainers and authors below.
PhD candidate at BDR group, Indiana University School of Medicine
Assistant Professor
Department of Biostatistics, Indiana University School of Medicine
About
Robust Mixture Regression. CRAN r package: https://cran.r-project.org/web/packages/RobMixReg/index.html
zcslab.github.io/RobMixReg/
Resources
Readme
Activity
Custom properties
Stars
0 stars
Watchers
2 watching
Forks
0 forks
Report repository
Releases
Packages
Contributors
Languages