Interpolation of spatial data. Some theory for kriging. Zbl 0924.62100
Stein, Michael L. |
|
1999
|
Large sample properties of simulations using Latin hypercube sampling. Zbl 0627.62010
Stein, Michael |
|
1987
|
Approximating likelihoods for large spatial data sets. Zbl 1062.62094
Stein, Michael L.; Chi, Zhiyi; Welty, Leah J. |
|
2004
|
Space-time covariance functions. Zbl 1117.62431
Stein, Michael L. |
|
2005
|
Nonstationary covariance models for global data. Zbl 1168.62381
Jun, Mikyoung; Stein, Michael L. |
|
2008
|
Asymptotically efficient prediction of a random field with a missspecified covariance function. Zbl 0637.62088
Stein, Michael L. |
|
1988
|
Spatial variation of total column ozone on a global scale. Zbl 1129.62115
Stein, Michael L. |
|
2007
|
Global space-time models for climate ensembles. Zbl 1454.62436
Castruccio, Stefano; Stein, Michael L. |
|
2013
|
Uniform asymptotic optimality of linear predictions of a random field using an incorrect second-order structure. Zbl 0716.62099
Stein, Michael |
|
1990
|
Estimating deformations of isotropic Gaussian random fields on the plane. Zbl 1133.62077
Anderes, Ethan B.; Stein, Michael L. |
|
2008
|
A modeling approach for large spatial datasets. Zbl 1196.62123
Stein, Michael L. |
|
2008
|
A comparison of generalized cross validation and modified maximum likelihood for estimating the parameters of a stochastic process. Zbl 0734.62091
Stein, Michael L. |
|
1990
|
Statistical methods for regular monitoring data. Zbl 1101.62115
Stein, Michael L. |
|
2005
|
Spatial sampling design for parameter estimation of the covariance function. Zbl 1066.62092
Zhu, Zhengyuan; Stein, Michael L. |
|
2005
|
The screening effect in kriging. Zbl 1012.62102
Stein, Michael L. |
|
2002
|
Stochastic approximation of score functions for Gaussian processes. Zbl 1454.62283
Stein, Michael L.; Chen, Jie; Anitescu, Mihai |
|
2013
|
Some theory for anisotropic processes on the sphere. Zbl 1248.60040
Hitczenko, M.; Stein, Michael L. |
|
2012
|
Fixed-domain asymptotics for spatial periodograms. Zbl 0868.62072
Stein, Michael L. |
|
1995
|
Bounds on the efficiency of linear predictions using an incorrect covariance function. Zbl 0749.62061
Stein, Michael L. |
|
1990
|
A simple condition for asymptotic optimality of linear predictions of random fields. Zbl 0779.62093
Stein, Michael L. |
|
1993
|
Semiparametric estimation of spectral density with irregular observations. Zbl 1172.62324
Im, Hae Kyung; Stein, Michael L.; Zhu, Zhengyuan |
|
2007
|
2010 Rietz lecture: When does the screening effect hold? Zbl 1246.60061
Stein, Michael L. |
|
2011
|
Difference filter preconditioning for large covariance matrices. Zbl 1251.65043
Stein, Michael L.; Chen, Jie; Anitescu, Mihai |
|
2012
|
Predicting random fields with increasing dense observations. Zbl 0955.62095
Stein, Michael L. |
|
1999
|
An ensemble Kalman filter and smoother for satellite data assimilation. Zbl 1390.62329
Stroud, Jonathan R.; Stein, Michael L.; Lesht, Barry M.; Schwab, David J.; Beletsky, Dmitry |
|
2010
|
Scalable Gaussian process computations using hierarchical matrices. Zbl 07499251
Geoga, Christopher J.; Anitescu, Mihai; Stein, Michael L. |
|
2020
|
Local likelihood estimation for nonstationary random fields. Zbl 1207.62177
Anderes, Ethan B.; Stein, Michael L. |
|
2011
|
Predicting integrals of stochastic processes. Zbl 0820.62081
Stein, Michael L. |
|
1995
|
Equivalence of Gaussian measures for some nonstationary random fields. Zbl 1057.60034
Stein, Michael L. |
|
2004
|
Spatial interpolation of high-frequency monitoring data. Zbl 1160.62094
Stein, Michael L. |
|
2009
|
Parameter estimation for fractional Brownian surfaces. Zbl 1011.62084
Zhu, Zhengyuan; Stein, Michael L. |
|
2002
|
Maximum likelihood estimation for a smooth Gaussian random field model. Zbl 06736498
Xu, Wanting; Stein, Michael L. |
|
2017
|
Properties of spatial cross-periodograms using fixed-domain asymptotics. Zbl 1149.62077
Lim, Chae Young; Stein, Michael |
|
2008
|
Bootstrapping a spatial point process. Zbl 1035.62036
Loh, J. M.; Stein, M. L. |
|
2004
|
Some asymptotic properties of kriging when the covariance function is misspecified. Zbl 0970.86518
Stein, Michael L.; Handcock, Mark S. |
|
1989
|
Asymptotic distributions of minimum norm quadratic estimators of the covariance function of a Gaussian random field. Zbl 0681.62027
Stein, Michael |
|
1989
|
Interpolation of nonstationary high frequency spatial-temporal temperature data. Zbl 1454.62444
Guinness, Joseph; Stein, Michael L. |
|
2013
|
Asymptotic properties of centered systematic sampling for predicting integrals of spatial processes. Zbl 0779.62091
Stein, Michael L. |
|
1993
|
Asymptotically optimal estimation for the reduced second moment measure of point processes. Zbl 0779.62092
Stein, Michael L. |
|
1993
|
Local stationarity and simulation of self-affine intrinsic random functions. Zbl 1006.60046
Stein, Michael L. |
|
2001
|
On a class of space-time intrinsic random functions. Zbl 1271.60062
Stein, Michael L. |
|
2013
|
Predicting integrals of random fields using observations on a lattice. Zbl 0856.62083
Stein, Michael L. |
|
1995
|
Locally lattice sampling designs for isotropic random fields. Zbl 0856.62084
Stein, Michael L. |
|
1995
|
Efficiency of linear predictors for periodic processes using an incorrect covariance function. Zbl 0877.62084
Stein, Michael L. |
|
1997
|
A covariance parameter estimation method for polar-orbiting satellite data. Zbl 1480.62195
Horrell, Michael T.; Stein, Michael L. |
|
2015
|
A stochastic space-time model for intermittent precipitation occurrences. Zbl 1397.62489
Sun, Ying; Stein, Michael L. |
|
2015
|
Transformation to approximate independence for locally stationary Gaussian processes. Zbl 1282.62194
Guinness, Joseph; Stein, Michael L. |
|
2013
|
An approach to asymptotic inference for spatial point processes. Zbl 0824.62087
Stein, Michael L. |
|
1995
|
Spline smoothing with an estimated order parameter. Zbl 0786.62052
Stein, Michael L. |
|
1993
|
Decorrelation property of discrete wavelet transform under fixed-domain asymptotics. Zbl 1364.60048
Chang, Xiaohui; Stein, Michael L. |
|
2013
|
Temperatures in transient climates: improved methods for simulations with evolving temporal covariances. Zbl 1358.62111
Poppick, Andrew; McInerney, David J.; Moyer, Elisabeth J.; Stein, Michael L. |
|
2016
|
Using covariates to model dependence in nonstationary, high-frequency meteorological processes. Zbl 1525.62200
Poppick, Andrew; Stein, Michael L. |
|
2014
|
Parametric models for distributions when interest is in extremes with an application to daily temperature. Zbl 1466.62426
Stein, Michael L. |
|
2021
|
Spatial bootstrap with increasing observations in a fixed domain. Zbl 1135.62077
Loh, Ji Meng; Stein, Michael L. |
|
2008
|
Should annual maximum temperatures follow a generalized extreme value distribution? Zbl 1506.62473
Stein, M. L. |
|
2017
|
Estimating the \(K\) function of a point process with an application to cosmology. Zbl 1105.62371
Stein, Michael L.; Quashnock, Jean M.; Loh, Ji Meng |
|
2000
|
Linear-cost covariance functions for Gaussian random fields. Zbl 1514.62290
Chen, Jie; Stein, Michael L. |
|
2023
|
Some statistical issues in climate science. Zbl 07292494
Stein, Michael L. |
|
2020
|
Fitting Matérn smoothness parameters using automatic differentiation. Zbl 1516.62014
Geoga, Christopher J.; Marin, Oana; Schanen, Michel; Stein, Michael L. |
|
2023
|
Neural networks for parameter estimation in intractable models. Zbl 07711790
Lenzi, Amanda; Bessac, Julie; Rudi, Johann; Stein, Michael L. |
|
2023
|
Special section on statistics in the atmospheric sciences. Zbl 1154.62408
Fuentes, Montserrat; Guttorp, Peter; Stein, Michael L. |
|
2008
|
Kernel approximations for universal kriging predictors. Zbl 0765.62090
Zhang, Biao; Stein, Michael |
|
1993
|
A new class of estimators for the reduced second moment measure of point processes. Zbl 0733.62089
Stein, Michael L. |
|
1991
|
An application of the theory of equivalence of Gaussian measures to a prediction problem. Zbl 0665.60046
Stein, Michael L. |
|
1988
|
A new method of edge correction for estimating the nearest neighbor distribution. Zbl 0848.62050
Floresroux, Ernesto M.; Stein, Michael L. |
|
1996
|
Linear-cost covariance functions for Gaussian random fields. Zbl 1514.62290
Chen, Jie; Stein, Michael L. |
|
2023
|
Fitting Matérn smoothness parameters using automatic differentiation. Zbl 1516.62014
Geoga, Christopher J.; Marin, Oana; Schanen, Michel; Stein, Michael L. |
|
2023
|
Neural networks for parameter estimation in intractable models. Zbl 07711790
Lenzi, Amanda; Bessac, Julie; Rudi, Johann; Stein, Michael L. |
|
2023
|
Parametric models for distributions when interest is in extremes with an application to daily temperature. Zbl 1466.62426
Stein, Michael L. |
|
2021
|
Scalable Gaussian process computations using hierarchical matrices. Zbl 07499251
Geoga, Christopher J.; Anitescu, Mihai; Stein, Michael L. |
|
2020
|
Some statistical issues in climate science. Zbl 07292494
Stein, Michael L. |
|
2020
|
Maximum likelihood estimation for a smooth Gaussian random field model. Zbl 06736498
Xu, Wanting; Stein, Michael L. |
|
2017
|
Should annual maximum temperatures follow a generalized extreme value distribution? Zbl 1506.62473
Stein, M. L. |
|
2017
|
Temperatures in transient climates: improved methods for simulations with evolving temporal covariances. Zbl 1358.62111
Poppick, Andrew; McInerney, David J.; Moyer, Elisabeth J.; Stein, Michael L. |
|
2016
|
A covariance parameter estimation method for polar-orbiting satellite data. Zbl 1480.62195
Horrell, Michael T.; Stein, Michael L. |
|
2015
|
A stochastic space-time model for intermittent precipitation occurrences. Zbl 1397.62489
Sun, Ying; Stein, Michael L. |
|
2015
|
Using covariates to model dependence in nonstationary, high-frequency meteorological processes. Zbl 1525.62200
Poppick, Andrew; Stein, Michael L. |
|
2014
|
Global space-time models for climate ensembles. Zbl 1454.62436
Castruccio, Stefano; Stein, Michael L. |
|
2013
|
Stochastic approximation of score functions for Gaussian processes. Zbl 1454.62283
Stein, Michael L.; Chen, Jie; Anitescu, Mihai |
|
2013
|
Interpolation of nonstationary high frequency spatial-temporal temperature data. Zbl 1454.62444
Guinness, Joseph; Stein, Michael L. |
|
2013
|
On a class of space-time intrinsic random functions. Zbl 1271.60062
Stein, Michael L. |
|
2013
|
Transformation to approximate independence for locally stationary Gaussian processes. Zbl 1282.62194
Guinness, Joseph; Stein, Michael L. |
|
2013
|
Decorrelation property of discrete wavelet transform under fixed-domain asymptotics. Zbl 1364.60048
Chang, Xiaohui; Stein, Michael L. |
|
2013
|
Some theory for anisotropic processes on the sphere. Zbl 1248.60040
Hitczenko, M.; Stein, Michael L. |
|
2012
|
Difference filter preconditioning for large covariance matrices. Zbl 1251.65043
Stein, Michael L.; Chen, Jie; Anitescu, Mihai |
|
2012
|
2010 Rietz lecture: When does the screening effect hold? Zbl 1246.60061
Stein, Michael L. |
|
2011
|
Local likelihood estimation for nonstationary random fields. Zbl 1207.62177
Anderes, Ethan B.; Stein, Michael L. |
|
2011
|
An ensemble Kalman filter and smoother for satellite data assimilation. Zbl 1390.62329
Stroud, Jonathan R.; Stein, Michael L.; Lesht, Barry M.; Schwab, David J.; Beletsky, Dmitry |
|
2010
|
Spatial interpolation of high-frequency monitoring data. Zbl 1160.62094
Stein, Michael L. |
|
2009
|
Nonstationary covariance models for global data. Zbl 1168.62381
Jun, Mikyoung; Stein, Michael L. |
|
2008
|
Estimating deformations of isotropic Gaussian random fields on the plane. Zbl 1133.62077
Anderes, Ethan B.; Stein, Michael L. |
|
2008
|
A modeling approach for large spatial datasets. Zbl 1196.62123
Stein, Michael L. |
|
2008
|
Properties of spatial cross-periodograms using fixed-domain asymptotics. Zbl 1149.62077
Lim, Chae Young; Stein, Michael |
|
2008
|
Spatial bootstrap with increasing observations in a fixed domain. Zbl 1135.62077
Loh, Ji Meng; Stein, Michael L. |
|
2008
|
Special section on statistics in the atmospheric sciences. Zbl 1154.62408
Fuentes, Montserrat; Guttorp, Peter; Stein, Michael L. |
|
2008
|
Spatial variation of total column ozone on a global scale. Zbl 1129.62115
Stein, Michael L. |
|
2007
|
Semiparametric estimation of spectral density with irregular observations. Zbl 1172.62324
Im, Hae Kyung; Stein, Michael L.; Zhu, Zhengyuan |
|
2007
|
Space-time covariance functions. Zbl 1117.62431
Stein, Michael L. |
|
2005
|
Statistical methods for regular monitoring data. Zbl 1101.62115
Stein, Michael L. |
|
2005
|
Spatial sampling design for parameter estimation of the covariance function. Zbl 1066.62092
Zhu, Zhengyuan; Stein, Michael L. |
|
2005
|
Approximating likelihoods for large spatial data sets. Zbl 1062.62094
Stein, Michael L.; Chi, Zhiyi; Welty, Leah J. |
|
2004
|
Equivalence of Gaussian measures for some nonstationary random fields. Zbl 1057.60034
Stein, Michael L. |
|
2004
|
Bootstrapping a spatial point process. Zbl 1035.62036
Loh, J. M.; Stein, M. L. |
|
2004
|
The screening effect in kriging. Zbl 1012.62102
Stein, Michael L. |
|
2002
|
Parameter estimation for fractional Brownian surfaces. Zbl 1011.62084
Zhu, Zhengyuan; Stein, Michael L. |
|
2002
|
Local stationarity and simulation of self-affine intrinsic random functions. Zbl 1006.60046
Stein, Michael L. |
|
2001
|
Estimating the \(K\) function of a point process with an application to cosmology. Zbl 1105.62371
Stein, Michael L.; Quashnock, Jean M.; Loh, Ji Meng |
|
2000
|
Interpolation of spatial data. Some theory for kriging. Zbl 0924.62100
Stein, Michael L. |
|
1999
|
Predicting random fields with increasing dense observations. Zbl 0955.62095
Stein, Michael L. |
|
1999
|
Efficiency of linear predictors for periodic processes using an incorrect covariance function. Zbl 0877.62084
Stein, Michael L. |
|
1997
|
A new method of edge correction for estimating the nearest neighbor distribution. Zbl 0848.62050
Floresroux, Ernesto M.; Stein, Michael L. |
|
1996
|
Fixed-domain asymptotics for spatial periodograms. Zbl 0868.62072
Stein, Michael L. |
|
1995
|
Predicting integrals of stochastic processes. Zbl 0820.62081
Stein, Michael L. |
|
1995
|
Predicting integrals of random fields using observations on a lattice. Zbl 0856.62083
Stein, Michael L. |
|
1995
|
Locally lattice sampling designs for isotropic random fields. Zbl 0856.62084
Stein, Michael L. |
|
1995
|
An approach to asymptotic inference for spatial point processes. Zbl 0824.62087
Stein, Michael L. |
|
1995
|
A simple condition for asymptotic optimality of linear predictions of random fields. Zbl 0779.62093
Stein, Michael L. |
|
1993
|
Asymptotic properties of centered systematic sampling for predicting integrals of spatial processes. Zbl 0779.62091
Stein, Michael L. |
|
1993
|
Asymptotically optimal estimation for the reduced second moment measure of point processes. Zbl 0779.62092
Stein, Michael L. |
|
1993
|
Spline smoothing with an estimated order parameter. Zbl 0786.62052
Stein, Michael L. |
|
1993
|
Kernel approximations for universal kriging predictors. Zbl 0765.62090
Zhang, Biao; Stein, Michael |
|
1993
|
A new class of estimators for the reduced second moment measure of point processes. Zbl 0733.62089
Stein, Michael L. |
|
1991
|
Uniform asymptotic optimality of linear predictions of a random field using an incorrect second-order structure. Zbl 0716.62099
Stein, Michael |
|
1990
|
A comparison of generalized cross validation and modified maximum likelihood for estimating the parameters of a stochastic process. Zbl 0734.62091
Stein, Michael L. |
|
1990
|
Bounds on the efficiency of linear predictions using an incorrect covariance function. Zbl 0749.62061
Stein, Michael L. |
|
1990
|
Some asymptotic properties of kriging when the covariance function is misspecified. Zbl 0970.86518
Stein, Michael L.; Handcock, Mark S. |
|
1989
|
Asymptotic distributions of minimum norm quadratic estimators of the covariance function of a Gaussian random field. Zbl 0681.62027
Stein, Michael |
|
1989
|
Asymptotically efficient prediction of a random field with a missspecified covariance function. Zbl 0637.62088
Stein, Michael L. |
|
1988
|
An application of the theory of equivalence of Gaussian measures to a prediction problem. Zbl 0665.60046
Stein, Michael L. |
|
1988
|
Large sample properties of simulations using Latin hypercube sampling. Zbl 0627.62010
Stein, Michael |
|
1987
|