Lijian Yang
Statistics and Probability · 2000–2020
A researcher in the Science corpus: 19 papers; trusts 47 researchers and is trusted by 38 researchers here, as inferred from the citation graph.
Subfields
- Statistics and Probability — 81 citations into it; #1,462 of 12,932 by trust here, #1,403 by citations
- Artificial Intelligence — 31 citations into it; #15,241 of 35,345 by trust here, #24,417 by citations
- Finance — 14 citations into it; #5,193 of 10,518 by trust here, #8,309 by citations
- Numerical Methods & Scientific Computing — 14 citations into it
- Economics and Econometrics — 11 citations into it; #5,198 of 23,481 by trust here, #9,060 by citations
- Analytical Chemistry — 9 citations into it; #344 of 1,254 by trust here, #922 by citations
- Environmental Engineering — 8 citations into it
- Applied Mathematics — 5 citations into it
Whom Lijian Yang trusts overall
Their strongest outbound trust, strongest first, inferred from their citations.
- Jianhua Z. Huang
- C. Stone
- Jianqing Fan
- Fang Yao
- Paul Doukhan
- Tim Bollerslev
- Li Wang
- Jerome H. Friedman
- Zongwu Cai
- Hirotugu Akaike
Who trusts Lijian Yang overall
- Shujie Ma
- Li Wang
- Byeong U. Park
- Rong Liu
- Enno Mammen
- Rong Chen
- Jeffrey S. Racine
- Young K. Lee
- David Degras
- Jianhua Z. Huang
Papers from Lijian Yang's perspective
Ordered by how strongly the researchers Lijian Yang trusts endorse each paper. Same corpus, a different order for every researcher.
- Regression Shrinkage and Selection via the Lasso
- Estimating the Dimension of a Model
- Additive Regression and Other Nonparametric Models
- Projection Pursuit Regression
- Generalized autoregressive conditional heteroskedasticity
- Variable Selection via Nonconcave Penalized Likelihood and its Oracle Properties
- A Practical Guide to Splines
- Spline Models for Observational Data
- Model selection and estimation in regression with grouped variables
- Consistent Nonparametric Regression
Their papers
- NONPARAMETRIC ESTIMATION AND TESTING OF INTERACTION IN ADDITIVE MODELS (2002) — 159 citations
- Nonparametric Lag Selection for Time Series (2000) — 85 citations
- Kernel estimation of multivariate cumulative distribution function (2008) — 68 citations
- Identification of non‐linear additive autoregressive models (2004) — 116 citations
- Efficient and fast spline-backfitted kernel smoothing of additive models (2009) — 49 citations
- Spline-backfitted kernel smoothing of nonlinear additive autoregression model (2006) — 158 citations
- Spline-backfitted kernel smoothing of partially linear additive model (2011) — 75 citations
- Estimation and Testing for Varying Coefficients in Additive Models With Marginal Integration (2006) — 56 citations
- A Smooth Simultaneous Confidence Corridor for the Mean of Sparse Functional Data (2014) — 63 citations
- SPLINE-BACKFITTED KERNEL SMOOTHING OF ADDITIVE COEFFICIENT MODEL (2010) — 52 citations
- Estimation and Inference for Generalized Geoadditive Models (2020) — 67 citations
- Spline Regression in the Presence of Categorical Predictors (2015) — 51 citations
- Oracally Efficient Two-Step Estimation of Generalized Additive Model (2013) — 88 citations
- A Confidence Corridor for Sparse Longitudinal Data Curves (2011) — 50 citations
- SPLINE ESTIMATION OF SINGLE-INDEX MODELS (2009) — 113 citations
- POLYNOMIAL SPLINE CONFIDENCE BANDS FOR REGRESSION CURVES (2009) — 99 citations
- Management Effects on Relationships of Crop Yields with Topography Represented by Wetness Index and Precipitation (2008) — 49 citations
- Nonlinear regression technique to estimate kinetic parameters and confidence intervals in unsteady-state conduction-heated foods (2007) — 56 citations
- A semiparametric GARCH model for foreign exchange volatility (2006) — 54 citations