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Application of Robust Regression for Exterior Orientation of Video Images
Orientation Video Adjustment Tracking Bundle Exterior Algorithms
2015/12/9
Nowadays, the 3-D measurement system using the video image sequences has been used in many fields, for example the vision sensor for machine control or the measurement technique of city area for GIS o...
A comparison of various influential points diagnostic methods and robust regression approaches: Reanalysis of interstitial lung disease data
robust regression methods local influence likelihood displacement
2010/9/25
In a linear regression model, the estimation of regression parameters by ordinary least squares method is affected by some anomalous points in the data set. Thus, detection of these abnormal points is...
Durbin-Watson stochastic in robust regression
Regression diagnostics M-estimators robustified D-W statistics critical values
2009/9/21
It is shown that the lower and upper critical values of
the Durbin-Watson (&w) statistic are asymptotically the same for
the analysis based on M-estimators as for the classical least squares
analys...
A Fast Algorithm for Robust Regression with Penalised Trimmed Squares
Robust regression quadratic mixed integer programming least trimmed squares outliers detection
2010/3/17
The presence of groups containing high leverage outliers makes linear regression
a difficult problem due to the masking effect. The available high
breakdown estimators based on Least Trimmed Squares...