search for: robper

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2018 Apr 06
1
Fast tau-estimator line does not appear on the plot
...ackages("MASS")? library(MASS) Huber=rlm(Y ~ X) abline(Huber,col="red") Tukey=rlm(Y ~ X,psi=psi.bisquare) abline(Tukey,col="purple") install.packages("quantreg") library(quantreg) L1=rq(Y ~ X,tau=0.5) abline(L1,col="blue") install.packages("RobPer") library(RobPer) FastTau(Y,X) fast=FastTau(Y,X) abline(unlist(fast), col="yellow") legend("topright",c("OLS",?"L1",?"Huber M-estimator", "Tukey", "MM", "fast tau"),inset=0.02,lwd=2,col=c("black","b...
2018 Apr 07
0
Fast tau-estimator line does not appear on the plot
...#39;t know what something means, that is usually a signal that you need to study more... in this case about the difference between an input variable and a design (model) matrix. This is a concept from the standard linear algebra formulation for regression equations. (Note that I have never used RobPer, nor do I regularly mess with model matrices, but I do recognize the term "design matrix" and used help.search("design matrix") to track this down.) Thanks for the reprex, though it is highly irregular to intersperse install.packages in code that may be run more than once....
2018 May 08
4
Average of results coming from B=100 repetitions (looping)
...). It does not work. Any help would be highly appreciated. #################### ?## R script for getting MedAe and MedAeSQ from HBR model on Testing data install.packages("robustbase") install.packages( "MASS" ) install.packages( "quantreg" ) install.packages( "RobPer") install.packages("devtools") library("devtools") install_github("kloke/hbrfit") install.packages('http://www.stat.wmich.edu/mckean/Stat666/Pkgs/npsmReg2_0.1.1.tar.gz') library(robustbase) library(MASS) library(quantreg) library(RobPer) library(hbrfit)...
2018 Mar 31
0
Fast tau-estimator line does ot appear on the plot
...quot;) > > Tukey=rlm(Z ~ Y, data = Dataset,psi=psi.bisquare) > abline(Tukey,col="purple") > > install.packages("quantreg") > library(quantreg) > L1=rq(Z ~ Y, data = Dataset,tau=0.5) > abline(L1,col="blue") > > install.packages("RobPer") > library(RobPer) > FastTau(Z,Y) > fast=FastTau(Z,Y) > abline(fast, col="yellow") abline() doesn't know what to do with the "fast" object. It isn't a vector containing intercept and slope, it's a list containing them. So you'll need someth...
2018 Mar 31
2
Fast tau-estimator line does ot appear on the plot
...m(Z ~ Y, data = Dataset) abline(Huber,col="red") Tukey=rlm(Z ~ Y, data = Dataset,psi=psi.bisquare) abline(Tukey,col="purple") ? install.packages("quantreg") library(quantreg) L1=rq(Z ~ Y, data = Dataset,tau=0.5) abline(L1,col="blue") ? install.packages("RobPer") library(RobPer) FastTau(Z,Y) fast=FastTau(Z,Y) abline(fast, col="yellow") ########## ?
2018 May 08
0
Average of results coming from B=100 repetitions (looping)
...highly appreciated > > #################### > > ?## R script for getting MedAe and MedAeSQ from HBR model on Testing data > install.packages("robustbase") > install.packages( "MASS" ) > install.packages( "quantreg" ) > install.packages( "RobPer") > install.packages("devtools") > library("devtools") > install_github("kloke/hbrfit") > install.packages('http://www.stat.wmich.edu/mckean/Stat666/Pkgs/npsmReg2_0.1.1.tar.gz') > library(robustbase) > library(MASS) > library(quantreg)...
2018 Apr 13
0
cvTools for 2 models not working
...a simple toy example (not my real dataset) with many warnings, what is important to me are the errors. ###CROSS-VALIDATION ###################### # install.packages( "robustbase" ) # install.packages( "MASS" ) # install.packages( "quantreg" ) # install.packages( "RobPer" ) # install.packages("devtools")? # library("devtools") # install_github("kloke/hbrfit") #install.packages('http://www.stat.wmich.edu/mckean/Stat666/Pkgs/npsmReg2_0.1.1.tar.gz') # install.packages( "cvTools" ) library(robustbase) library(MASS)...
2018 Apr 21
0
Cross-validation : can't get the predicted response on the testing data
...se on the testing data. I get 2 error messages. Here below the reproducible (fictional example) R code. #install.packages("MLmetrics") # install.packages( "robustbase" ) # install.packages( "MASS" ) # install.packages( "quantreg" ) # install.packages( "RobPer" ) # install.packages( "scatterplot3d" ) # install.packages("devtools")? # library("devtools") # install_github("kloke/hbrfit") #install.packages('http://www.stat.wmich.edu/mckean/Stat666/Pkgs/npsmReg2_0.1.1.tar.gz') library(robustbase) library...
2018 Apr 25
0
Zero errors : Bug in my R code ?
...(fast tau estimator) here below. Indeed, zero errors look highly suspicious. I guess there is a bug in my R code. How could I correct my R code ? # install.packages( "robustbase" ) # install.packages( "MASS" ) # install.packages( "quantreg" ) # install.packages( "RobPer" ) # install.packages("devtools")? # install_github("kloke/hbrfit") #install.packages('http://www.stat.wmich.edu/mckean/Stat666/Pkgs/npsmReg2_0.1.1.tar.gz') #install.packages("DMwR") library(robustbase) library(MASS) library(quantreg) library(RobPer) lib...