Nonlinear profile monitoring with single index models

[1]  Arindam Banerjee,et al.  Robust Structured Estimation with Single-Index Models , 2017, ICML.

[2]  Adityanand Guntuboyina,et al.  Nonparametric Shape-Restricted Regression , 2017, Statistical Science.

[3]  W. Stute,et al.  Nonparametric checks for single-index models , 2005, math/0507416.

[4]  Philippe Castagliola,et al.  An overview on recent profile monitoring papers (2008-2018) based on conceptual classification scheme , 2018, Comput. Ind. Eng..

[5]  Runze Li,et al.  ESTIMATION AND TESTING FOR PARTIALLY LINEAR SINGLE-INDEX MODELS. , 2010, Annals of statistics.

[6]  Douglas C. Montgomery,et al.  Some Current Directions in the Theory and Application of Statistical Process Monitoring , 2014 .

[7]  Ying-Chao Hung,et al.  Nonparametric profile monitoring in multi-dimensional data spaces , 2012 .

[8]  D. Hawkins,et al.  NONPARAMETRIC CONTROL CHART FOR MONITORING PROFILES USING CHANGE POINT FORMULATION AND ADAPTIVE SMOOTHING , 2009 .

[9]  Changliang Zou,et al.  Nonparametric Profile Monitoring using Dynamic Probability Control Limits , 2017, Qual. Reliab. Eng. Int..

[10]  Arun K. Kuchibhotla,et al.  Efficient Estimation in Convex Single Index Models , 2017 .

[11]  Shing I. Chang,et al.  Statistical process control for monitoring non-linear profiles using wavelet filtering and B-Spline approximation , 2010 .

[12]  Eric Chicken,et al.  Statistical Process Monitoring of Nonlinear Profiles Using Wavelets , 2009 .

[13]  Hamid Shahriari,et al.  Monitoring and change-point estimation for spline-modeled non-linear profiles in phase II , 2015 .

[14]  Eric Chicken,et al.  Nonparametric Changepoint Estimation for Sequential Nonlinear Profile Monitoring , 2015, Qual. Reliab. Eng. Int..

[15]  G. Karabatsos Modeling Heteroscedasticity In The Single-Index Model With The Dirichlet Process , 2008 .

[16]  Jye-Chyi Lu,et al.  Equipment fault detection using spatial signatures , 1997 .

[17]  Changliang Zou,et al.  CONTROL CHART FOR MONITORING NONPARAMETRIC PROFILES WITH ARBITRARY DESIGN , 2009 .

[18]  Jun S. Liu,et al.  On the optimality of sliced inverse regression in high dimensions , 2017, The Annals of Statistics.

[19]  Rassoul Noorossana,et al.  Statistical Analysis of Profile Monitoring: Noorossana/Profile Monitoring , 2011 .

[20]  Amirhossein Amiri,et al.  A case study on monitoring polynomial profiles in the automotive industry , 2009, Qual. Reliab. Eng. Int..

[21]  Arun K. Kuchibhotla,et al.  Efficient estimation in single index models through smoothing splines , 2016, Bernoulli.

[22]  William H. Woodall,et al.  Current research on profile monitoring , 2007 .

[23]  Massimo Pacella,et al.  Statistical Process Control for Geometric Specifications: On the Monitoring of Roundness Profiles , 2008 .

[24]  P. Groeneboom,et al.  Score estimation in the monotone single‐index model , 2017, Scandinavian Journal of Statistics.

[25]  William H. Woodall,et al.  Statistical monitoring of nonlinear product and process quality profiles , 2007, Qual. Reliab. Eng. Int..

[26]  Lan Kang,et al.  On-Line Monitoring When the Process Yields a Linear Profile , 2000 .

[27]  Jeh-Nan Pan,et al.  Monitoring nonlinear profile data using support vector regression method , 2019, Qual. Reliab. Eng. Int..

[28]  S. Lipsitz,et al.  A New Bayesian Single Index Model with or without Covariates Missing at Random. , 2020, Bayesian analysis.

[29]  Lixing Zhu,et al.  The EFM approach for single-index models , 2011, 1211.5220.

[30]  Douglas C. Montgomery,et al.  Using Control Charts to Monitor Process and Product Quality Profiles , 2004 .

[31]  Alessandra Menafoglio,et al.  Using Curve-Registration Information for Profile Monitoring , 2016 .

[32]  Ying-Chao Hung,et al.  A framework for nonparametric profile monitoring , 2013, Comput. Ind. Eng..

[33]  Rassoul Noorossana,et al.  Phase II Monitoring of Nonlinear Profile Variance Using Wavelet , 2013, Qual. Reliab. Eng. Int..

[34]  Wotao Yin,et al.  A feasible method for optimization with orthogonality constraints , 2013, Math. Program..

[35]  Yun Yang,et al.  A Bayesian approach to sequential monitoring of nonlinear profiles using wavelets , 2019, Qual. Reliab. Eng. Int..

[36]  Fugee Tsung,et al.  A distribution-free robust method for monitoring linear profiles using rank-based regression , 2012 .

[37]  Jiguo Cao,et al.  A Functional Single Index Model , 2020 .