Robust Data Analysis Through Monitoring and Dynamic Visualization


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Documentation for package ‘fsdaR’ version 0.6-5

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carbikeplot Produces the carbike plot to find best relevant clustering solutions obtained by 'tclustICsol'
corfwdplot Monitoring the correlations between consecutive distances or residuals
covplot Monitoring of the covariance matrix
diabetes Diabetes data
emilia2001 Demographic data from the 341 miniciplaities in Emilia Romagna (an Italian region).
fishery Fishery data.
flea Flea
fsdalms.object Description of 'fsdalms' Objects
fsdalts.object Description of 'fsdalts' Objects
fsmeda.object Description of 'fsmeda.object' Objects
fsmmmdrs Performs random start monitoring of minimum Mahalanobis distance
fsmmmdrs.object Description of 'fsmmmdrs.object' Objects
fsmult Gives an automatic outlier detection procedure in multivariate analysis
fsmult.object Description of 'fsmult.object' Objects
fsr.object Description of 'fsr' Objects
fsreda.object Description of 'fsreda' Objects
FSReda_control Creates an 'FSReda_control' object
fsreg fsreg: an automatic outlier detection procedure in linear regression
fsreg.default fsreg: an automatic outlier detection procedure in linear regression
fsreg.formula fsreg: an automatic outlier detection procedure in linear regression
fsrfan Robust transformations for regression
fsrfan.object Objects returned by the function 'fsrfan'
FSR_control Creates an 'FSR_control' object
geyser2 Old Faithful Geyser Data.
hawkins Hawkins data.
levfwdplot Plots the trajectories of the monitored scaled (squared) residuals
loyalty Loyalty data
LXS_control Creates an 'LSX_control' object
M5data Mixture M5 Data.
malfwdplot Plots the trajectories of scaled Mahalanobis distances along the search
malindexplot Plots the trajectory of minimum Mahalanobis distance (mmd)
mdrplot Plots the trajectory of minimum deletion residual (mdr)
mmdplot Plots the trajectory of minimum Mahalanobis distance (mmd)
mmdrsplot Plots the trajectories of minimum Mahalanobis distances from different starting points
mmmult Computes MM estimators in multivariate analysis with auxiliary S-scale
mmmult.object Description of 'mmmult.object' Objects
mmmulteda.object Description of 'mmmulteda.object' Objects
mmreg.object Description of mmreg Objects
mmregeda.object Description of 'mmregeda' Objects
MMregeda_control Creates an 'MMregeda_control' object
MMreg_control Creates an 'MMreg_control' object
mussels Mussels data.
poison Poison
print.fsdalms fsreg: an automatic outlier detection procedure in linear regression
print.fsdalts fsreg: an automatic outlier detection procedure in linear regression
print.fsr fsreg: an automatic outlier detection procedure in linear regression
print.fsreda fsreg: an automatic outlier detection procedure in linear regression
print.mmreg fsreg: an automatic outlier detection procedure in linear regression
print.mmregeda fsreg: an automatic outlier detection procedure in linear regression
print.sreg fsreg: an automatic outlier detection procedure in linear regression
print.sregeda fsreg: an automatic outlier detection procedure in linear regression
print.summary.fsdalms Summary Method for 'fsdalms' objects
print.summary.fsdalts Summary Method for 'fsdalts' objects
print.summary.fsr Summary Method for FSR objects
regspmplot Interactive scatterplot matrix for regression
resfwdplot Plots the trajectories of the monitored scaled (squared) residuals
resindexplot Plots the residuals from a regression analysis versus index number or any other variable
smult Computes S estimators in multivariate analysis
smult.object Description of 'smult.object' Objects
smulteda.object Description of 'smulteda.object' Objects
spmplot Interactive scatterplot matrix
sreg.object Description of sreg Objects
sregeda.object Description of 'sregeda' Objects
Sregeda_control Creates an 'Sregeda_control' object
Sreg_control Creates an 'Sreg_control' object
summary.fsdalms Summary Method for 'fsdalms' objects
summary.fsdalts Summary Method for 'fsdalts' objects
summary.fsr Summary Method for FSR objects
swissbanknotes Swiss banknote data
swissheads Swiss heads data
tclusteda.object Objects returned by the function 'tclustfsda' with the option 'monitoring=TRUE'
tclustfsda Computes trimmed clustering with scatter restrictions
tclustfsda.object Objects returned by the function 'tclustfsda'
tclustIC Performs cluster analysis by calling 'tclustfsda' for different number of groups 'k' and restriction factors 'c'
tclustic.object Objects returned by the function 'tclustIC'
tclustICplot Plots information criterion as a function of 'c' and 'k', based on the solutions obtained by 'tclustIC'
tclustICsol Extracts a set of best relevant solutions obtained by 'tclustIC'
tclusticsol.object Objects returned by the function 'tclustICsol'
tclustreg Computes robust linear grouping analysis
tclustreg.object Objects returned by the function 'tclustreg'
tclustregIC Computes 'tclustreg' for different number of groups 'k' and restriction factors 'c'.
wool Wool data.
X Simulated data X.