Stefan Sperlich
Statistics and Probability · 2002–2008
A researcher in the Science corpus: 9 papers; trusts 29 researchers and is trusted by 30 researchers here, as inferred from the citation graph.
Subfields
- Statistics and Probability — 48 citations into it; #1,585 of 12,932 by trust here, #2,023 by citations
- Economics and Econometrics — 44 citations into it; #9,344 of 23,481 by trust here, #12,781 by citations
- Finance — 20 citations into it; #7,915 of 10,518 by trust here, #6,162 by citations
- Artificial Intelligence — 13 citations into it; #22,248 of 35,345 by trust here, #30,347 by citations
- Management Science and Operations Research — 9 citations into it; #2,466 of 11,946 by trust here, #2,873 by citations
- Accounting — 7 citations into it
- Statistical Learning Theory — 7 citations into it
Whom Stefan Sperlich trusts overall
Their strongest outbound trust, strongest first, inferred from their citations.
- C. Stone
- Jiming Jiang
- Ludwig Fahrmeir
- Wolfgang Karl Härdle
- Eric R. Ziegel
- Jean D. Opsomer
- Matt P. Wand
- Gerda Claeskens
- Whitney K. Newey
- Peter M. Robinson
Who trusts Stefan Sperlich overall
- Lijian Yang
- Liangjun Su
- Wenceslao González-Manteiga
- Enno Mammen
- Oliver B. Linton
- Badi H. Baltagi
- Jing Wang
- Christoph Rothe
- Jiti Gao
- Wolfgang Karl Härdle
Papers from Stefan Sperlich's perspective
Ordered by how strongly the researchers Stefan Sperlich trusts endorse each paper. Same corpus, a different order for every researcher.
- Smoothing and mixed models (Computational statistics (Zeitschrift))
- Additive Regression and Other Nonparametric Models
- Estimating Optimal Transformations for Multiple Regression and Correlation.
- Kernel Smoothing
- Double hierarchical generalized linear models (with discussion)
- Mixed model prediction and small area estimation
- Bayesian inference for generalized additive mixed models based on Markov random field priors
- Linear Smoothers and Additive Models
- Asymptotic Properties of Backfitting Estimators
- Optimal Global Rates of Convergence for Nonparametric Regression
Their papers
- Estimation of a semiparametric transformation model (2008) — 102 citations
- Smooth backfitting in practice (2005) — 99 citations
- NONPARAMETRIC ESTIMATION AND TESTING OF INTERACTION IN ADDITIVE MODELS (2002) — 159 citations
- Semiparametric inference in generalized mixed effects models (2008) — 60 citations
- BOOTSTRAP INFERENCE IN SEMIPARAMETRIC GENERALIZED ADDITIVE MODELS (2004) — 114 citations
- Rate optimal estimation with the integration method in the presence of many covariates (2005) — 64 citations
- Smooth Transition from Fixed Effects to Mixed Effects Models in Multi-level regression Models (2008) — 114 citations
- Analyzing Semiparametrically the Trends in the Gender Pay Gap - The Example of Spain (2008) — 228 citations
- Efficiency, subsidies and environmental adaptation of animal farming under CAP (2005) — 214 citations