Dixin Zhang
Biographic Data
| ID | 8921099 |
|---|---|
| NAME | Dixin Zhang |
| GIVEN NAMES | Dixin |
| FAMILY NAME | Zhang |
| SIGNATURE | ZHANG D |
| AFFILIATIONS | Department of Finance, Nanjing University, Nanjing, Jiangsu, China |
| VERIFIED | No |
| TOTAL WORKS | 1 |
| TOTAL CITATIONS | 0 |
| AUTHOR COUNT | 1 |
| EDITOR COUNT | 0 |
| FIRST PUBLICATION YEAR | 2023 |
| LATEST PUBLICATION YEAR | 2023 |
| H-INDEX | 0 |
A Novel Estimation Method in Generalized Single Index Models
The single index and generalized single index models have been demonstrated to be a powerful tool for studying nonlinear interaction effects of variables in the low-dimensional case. In this article, we propose a new estimation approach for generalized single index models E(Y | θ⊤X)=ψ(g(θ⊤X)) with ψ(·) known but g(·) unknown. Specifically, we first obtain a consistent estimator of the regression function by using a local linear smoother, and then…
No prominent works on this page.
A Novel Estimation Method in Generalized Single Index Models
The single index and generalized single index models have been demonstrated to be a powerful tool for studying nonlinear interaction effects of variables in the low-dimensional case. In this article, we propose a new estimation approach for generalized single index models E(Y | θ⊤X)=ψ(g(θ⊤X)) with ψ(·) known but g(·) unknown. Specifically, we first obtain a consistent estimator of the regression function by using a local linear smoother, and then…
Applied Mathematics (1 works) · Bayesian Methods and Mixture Models (1 works) · Computer Science (1 works) · Estimator (1 works) · Financial Risk and Volatility Modeling (1 works) · Generalized linear model (1 works) · Linear model (1 works) · Mathematical optimization (1 works) · Mathematics (1 works) · Nonlinear system (1 works)