On a generalization of the test of endogeneity in a two stage least squares estimation
Sign Up to like & getrecommendations! Published in 2020 at "Journal of Applied Statistics"
DOI: 10.1080/02664763.2020.1837084
Abstract: In situations that the predictors are correlated with the error term, we propose a bridge estimator in the two-stage least squares estimation. We apply this estimator to overcome the multicollinear... read more here.
Keywords: stage least; least squares; two stage; generalization test ... See more keywords
Augmented Nonlinear Least Squares Estimation With Applications to Localization
Sign Up to like & getrecommendations! Published in 2022 at "IEEE Transactions on Aerospace and Electronic Systems"
DOI: 10.1109/taes.2021.3115566
Abstract: Least squares (LS) estimation is simple yet effective for parameter estimation. Most real-world problems are nonlinear. In practice, nonlinear LS problems are linearized first and then solved by a linear LS estimator. However, since these… read more here.
Keywords: localization; squares estimation; augmented nonlinear; least squares ... See more keywords