نتایج جستجو برای: robust estimation

تعداد نتایج: 453000  

2013
Yu-Wen Wen Yi-Wen Tsai David Bin-Chia Wu Pei-Fen Chen

Ordinary least square (OLS) in regression has been widely used to analyze patient-level data in cost-effectiveness analysis (CEA). However, the estimates, inference and decision making in the economic evaluation based on OLS estimation may be biased by the presence of outliers. Instead, robust estimation can remain unaffected and provide result which is resistant to outliers. The objective of t...

Journal: :Computational Statistics & Data Analysis 2017

Journal: :Journal of Statistical Planning and Inference 1997

Journal: :IEEE Transactions on Power Systems 2009

Journal: :Geophysical Journal International 1986

Journal: :The International journal of Multimedia & Its Applications 2014

ژورنال: اندیشه آماری 2018

‎One of the factors affecting the statistical analysis of the data is the presence of outliers‎. ‎The methods which are not affected by the outliers are called robust methods‎. ‎Robust regression methods are robust estimation methods of regression model parameters in the presence of outliers‎. ‎Besides outliers‎, ‎the linear dependency of regressor variables‎, ‎which is called multicollinearity...

Journal: :Computational Statistics & Data Analysis 2006

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