Jianqing Fan (Princeton University, USA) & Hira L Koul (Michigan State University, USA)主编的那本FRONTIERS IN STATISTICS你看过没有?
PDF目录:
http://www.worldscibooks.com/mathematics/etextbook/p459/p459_toc.pdf
前言:
http://www.worldscibooks.com/mathematics/etextbook/p459/p459_preface.pdf
Our Steps on the Bickel Way (K Doksum & Y Ritov)
Semiparametric Models: A Review of Progress since BKRW (1993) (J A Wellner et al.)
Efficient Estimator for Time Series (A Schick & W Wefelmeyer)
On the Efficiency of Estimation for a Single-Index Model (Y Xia & H Tong)
Estimating Function Based Cross-Validation (M J Van der Laan & D Rubin)
Powerful Choices: Tuning Parameter Selection Based on Power (K Doksum & C Schafer)
Nonparametric Assessment of Atypicality (P Hall & J W Kay)
Selective Review on Wavelets in Statistics (Y Wang)
Model Diagnostics via Martingale Transforms: A Brief Review (H L Koul)
Boosting Algorithms: With an Application to Bootstrapping Multivariate Time Series (P B黨lmann & R W Lutz)
Bootstrap Methods: A Review (S N Lahiri)
An Expansion for a Discrete Non-Lattice Distribution (F G鰐ze & W R van Zwet)
An Overview on Nonparametric and Semiparametric Techniques for Longitudinal Data (J Fan & R Li)
Regressing Longitudinal Response Trajectories on a Covariate (H-G M黮ler & F Yao)
Statistical Physics and Statistical Computing: A Critical Link (J D Servidea & X-L Meng)
Network Tomography: A Review and Recent Developments (E Lawrence et al.)
Likelihood Inference for Diffusions: A Survey (Y A飔-Sahalia)
Nonparametric Estimation of Production Efficiency (B U Park et al.)
Convergence and Consistency of Newton抯 Algorithm for Estimating Mixing Distribution (J K Ghosh & S T Tokdar)
Mixed Models: An Overview (J Jiang & Z Ge)
Robust Location and Scatter Estimators in Multivariate Analysis (Y Zuo)
Estimation of the Loss of an Estimate (W H Wong)
前沿方向太多了,也很难介绍啊。