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Expand file tree Collapse file tree Original file line number Diff line number Diff line change 11# v0.11.6 (Upcoming Release)
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3+ - Update citation of ` robhatreg ` a.k.a Robust Hat Matrix based Regression Estimator
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46# v0.11.5
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Original file line number Diff line number Diff line change @@ -39,6 +39,7 @@ A Julia package for outlier detection in linear regression.
3939- Chatterjee & Mächler (1997)
4040- Theil-Sen estimator for multiple regression
4141- Deepest Regression Estimator
42+ - Robust Hat Matrix based Initial Subset Regressor
4243- Summary
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Original file line number Diff line number Diff line change @@ -60,8 +60,10 @@ Perform robust regression using the robust hat matrix method.
6060
6161# References
6262
63- Satman, Mehmet Hakan, A robust initial basic subset selection
64- method for outlier detection algorithms in linear regression, In Press
63+ Satman, Mehmet Hakan. "A Robust Initial Basic Subset Selection Method for
64+ Outlier Detection Algorithms in Linear Regression."
65+ Journal of Statistics and Applied Sciences 10 (2024): 76-85.
66+ https://doi.org/10.52693/jsas.1512794
6567"""
6668function robhatreg (setting:: RegressionSetting ):: Dict
6769 X, y = @extractRegressionSetting setting
@@ -86,8 +88,10 @@ Perform robust regression using the robust hat matrix method.
8688
8789# References
8890
89- Satman, Mehmet Hakan, A robust initial basic subset selection
90- method for outlier detection algorithms in linear regression, In Press
91+ Satman, Mehmet Hakan. "A Robust Initial Basic Subset Selection Method for
92+ Outlier Detection Algorithms in Linear Regression."
93+ Journal of Statistics and Applied Sciences 10 (2024): 76-85.
94+ https://doi.org/10.52693/jsas.1512794
9195"""
9296function robhatreg (X:: AbstractMatrix{T} , y:: AbstractVector{T} ):: Dict where {T<: Real }
9397 n, p = size (X)
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