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1

Bayesian Spatial Modeling of Extreme Precipitation Return Levels

Cooley, Daniel, Nychka, Douglas, Naveau, Philippe

Journal:

Journal of the American Statistical Association

Year:

2007

Language:

english

File:

PDF, 826 KB

english, 2007

2

Semi-Nonparametric Maximum Likelihood Estimation

A. Ronald Gallant and Douglas W. Nychka

Journal:

Year:

1987

Language:

english

File:

PDF, 556 KB

english, 1987

3

Climate spectra and detecting climate change

Peter Bloomfield, Douglas Nychka

Journal:

Climatic Change

Year:

1992

Language:

english

File:

PDF, 692 KB

english, 1992

4

Reconstructing susceptible and recruitment dynamics from measles epidemic data

Bobashev, Georgiy V., Ellner, Stephen P., Nychka, Douglas W., Grenfell, Bryan T.

Journal:

Mathematical Population Studies

Year:

2000

Language:

english

File:

PDF, 1.21 MB

english, 2000

5

Some properties of adding a smoothing step to the EM algorithm

Journal:

Statistics & Probability Letters

Year:

1990

Language:

english

File:

PDF, 557 KB

english, 1990

6

Nonstationary modeling for multivariate spatial processes

William Kleiber, Douglas Nychka

Journal:

Journal of Multivariate Analysis

Year:

2012

Language:

english

File:

PDF, 1.39 MB

english, 2012

7

A Personal Overview of Non-Linear Time Series Analysis from a Chaos Perspective [with Discussion and Rejoinder]

Howell Tong, K. S. Chan, D. R. Cox, Colleen D. Cutler, D. Guégan , Jens Ledet Jensen, Søren Johansen, A. J. Lawrance, Blake Lebaron, T. Ozaki, Douglas W. Nychka, Stephen Ellner, Barbara A. Bailey, A.

Journal:

Scandinavian Journal of Statistics

Year:

1995

Language:

english

File:

PDF, 5.92 MB

english, 1995

8

Estimating the Lyapunov Exponent of a Chaotic System With Nonparametric Regression

Daniel F. McCaffrey, Stephen Ellner, A. Ronald Gallant and Douglas W. Nychka

Journal:

Journal of the American Statistical Association

Year:

1992

Language:

english

File:

PDF, 2.35 MB

english, 1992

9

Finding Chaos in Noisy Systems

Douglas Nychka, Stephen Ellner, A. Ronald Gallant and Daniel McCaffrey

Journal:

Journal of the Royal Statistical Society Series B (Methodological)

Year:

1992

Language:

english

File:

PDF, 2.21 MB

english, 1992

10

Fast Nonparametric Quantile Regression With Arbitrary Smoothing Methods

Oh, Hee-Seok, Lee, Thomas C. M., Nychka, Douglas W.

Journal:

Journal of Computational and Graphical Statistics

Year:

2011

Language:

english

File:

PDF, 949 KB

english, 2011

11

Equivalent kriging

Kleiber, William, Nychka, Douglas W.

Journal:

Spatial Statistics

Year:

2015

Language:

english

File:

PDF, 1.52 MB

english, 2015

12

Spatial Analysis to Quantify Numerical Model Bias and Dependence

Jun, Mikyoung, Knutti, Reto, Nychka, Douglas W

Journal:

Journal of the American Statistical Association

Year:

2008

Language:

english

File:

PDF, 1.45 MB

english, 2008

13

Covariance Tapering for Interpolation of Large Spatial Datasets

Reinhard Furrer, Marc G. Genton and Douglas Nychka

Journal:

Journal of Computational and Graphical Statistics

Year:

2006

Language:

english

File:

PDF, 1.98 MB

english, 2006

14

Statistical models for monitoring and regulating ground-level ozone

Eric Gilleland, Douglas Nychka

Journal:

Year:

2005

Language:

english

File:

PDF, 145 KB

english, 2005

15

A generalized linear classification model with a smooth link function and predictors obtained from quantile spline fits to high-dimensional data

Michael O'Connell, Douglas Nychka

Journal:

Journal of Statistical Planning and Inference

Year:

1995

Language:

english

File:

PDF, 574 KB

english, 1995

16

Nonstationary covariance modeling for incomplete data: Monte Carlo EM approach

Tomoko Matsuo, Douglas W. Nychka, Debashis Paul

Journal:

Computational Statistics & Data Analysis

Year:

2011

Language:

english

File:

PDF, 1.37 MB

english, 2011

17

Some statistical considerations associated with the data assimilation of precipitation observations

Ronald M. Errico, Luc Fillion, Douglas Nychka, Zhan-Qian Lu

Journal:

Quarterly Journal of the Royal Meteorological Society

Year:

2000

Language:

english

File:

PDF, 1.15 MB

english, 2000

18

A comparison of a GCM response to historical anthropogenic land cover change and model sensitivity to uncertainty in present-day land cover representations

Johannes Feddema, Keith Oleson, Gordon Bonan, Linda Mearns, Warren Washington, Gerald Meehl, Douglas Nychka

Journal:

Climate Dynamics

Year:

2005

Language:

english

File:

PDF, 3.76 MB

english, 2005

19

Multivariate Bayesian analysis of atmosphere–ocean general circulation models

Reinhard Furrer, Stephan R. Sain, Douglas Nychka, Gerald A. Meehl

Journal:

Environmental and Ecological Statistics

Year:

2007

Language:

english

File:

PDF, 775 KB

english, 2007

20

A nonparametric multiple choice method within the random utility framework

J u-Chin Huang, Douglas W. Nychka

Journal:

Journal of Econometrics

Year:

2000

Language:

english

File:

PDF, 161 KB

english, 2000

21

A multi-resolution census algorithm for calculating vortex statistics in turbulent flows

Brandon Whitcher, Thomas C. M. Lee, Jeffrey B. Weiss, Timothy J. Hoar, Douglas W. Nychka

Journal:

Journal of the Royal Statistical Society: Series C (Applied Statistics)

Year:

2008

Language:

english

File:

PDF, 3.04 MB

english, 2008

22

The ‘hockey stick’ and the 1990s: a statistical perspective on reconstructing hemispheric temperatures

BO LI, DOUGLAS W. NYCHKA, CASPAR M. AMMANN

Journal:

Year:

2007

Language:

english

File:

PDF, 4.95 MB

english, 2007

23

An investigation into the application of an ensemble Kalman smoother to high-dimensional geophysical systems

SHREE P. KHARE, JEFFREY L. ANDERSON, TIMOTHY J. HOAR, DOUGLAS NYCHKA

Journal:

Year:

2008

Language:

english

File:

PDF, 602 KB

english, 2008

24

Local eigenvalue analysis of CMIP3 climate model errors

MIKYOUNG JUN, RETO KNUTTI, DOUGLAS W. NYCHKA

Journal:

Year:

2008

Language:

english

File:

PDF, 674 KB

english, 2008

25

Semi-parametric discrete choice measures of willingness to pay

Ju-Chin Huang, Douglas W. Nychka, V. Kerry Smith

Journal:

Economics Letters

Year:

2008

Language:

english

File:

PDF, 195 KB

english, 2008

26

Nonstationary Positive Definite Tapering On The Plane

Anderes, Ethan, Huser, Raphaël, Nychka, Douglas, Coram, Marc

Journal:

Journal of Computational and Graphical Statistics

Year:

2013

Language:

english

File:

PDF, 3.31 MB

english, 2013

27

[Lecture Notes in Statistics] Case Studies in Environmental Statistics Volume 132 ||

Nychka, Douglas, Piegorsch, Walter W., Cox, Lawrence H.

Year:

1998

Language:

english

File:

PDF, 948 KB

english, 1998

28

Choosing a Range for the Amount of Smoothing in Nonparametric Regression

Nychka, Douglas

Journal:

Journal of the American Statistical Association

Year:

1991

Language:

english

File:

PDF, 2.42 MB

english, 1991

29

Infilling Sparse Records of Spatial Fields

Johns, Craig J, Nychka, Douglas, Kittel, Timothy G. F, Daly, Chris

Journal:

Journal of the American Statistical Association

Year:

2003

Language:

english

File:

PDF, 410 KB

english, 2003

30

Confidence Intervals for Nonparametric Curve Estimates

Cummins, David J, Filloon, Tom G, Nychka, Douglas

Journal:

Journal of the American Statistical Association

Year:

2001

Language:

english

File:

PDF, 639 KB

english, 2001

31

Covariance Tapering for Likelihood-Based Estimation in Large Spatial Data Sets

Kaufman, Cari G., Schervish, Mark J., Nychka, Douglas W.

Journal:

Journal of the American Statistical Association

Year:

2008

Language:

english

File:

PDF, 377 KB

english, 2008

32

Covariance Tapering for Interpolation of Large Spatial Datasets

Furrer, Reinhard, Genton, Marc G, Nychka, Douglas

Journal:

Journal of Computational and Graphical Statistics

Year:

2006

Language:

english

File:

PDF, 802 KB

english, 2006

33

The Role of Pseudo Data for Robust Smoothing with Application to Wavelet Regression

Hee-Seok Oh, Douglas W. Nychka and Thomas C. M. Lee

Journal:

Year:

2007

Language:

english

File:

PDF, 1.34 MB

english, 2007

34

Spline Smoothing and Nonparametric Regression.by Randall L. Eubank

Review by: Douglas Nychka

Journal:

Journal of the American Statistical Association

Year:

1989

Language:

english

File:

PDF, 576 KB

english, 1989

35

Bayesian Confidence Intervals for Smoothing Splines

Journal:

Journal of the American Statistical Association

Year:

1988

Language:

english

File:

PDF, 1.34 MB

english, 1988

36

Cross-Validated Spline Methods for the Estimation of Three-Dimensional Tumor Size Distributions from Observations on Two-Dimensional Cross Sections

Douglas Nychka, Grace Wahba, Stanley Goldfarb and Thomas Pugh

Journal:

Journal of the American Statistical Association

Year:

1984

Language:

english

File:

PDF, 390 KB

english, 1984

37

Choosing a Range for the Amount of Smoothing in Nonparametric Regression

Journal:

Journal of the American Statistical Association

Year:

1991

Language:

english

File:

PDF, 1.93 MB

english, 1991

38

Kriging and Splines: An Empirical Comparison of Their Predictive Performance in Some Applications: Comment

Mark S. Handcock, Kristen Meier and Douglas Nychka

Journal:

Journal of the American Statistical Association

Year:

1994

Language:

english

File:

PDF, 603 KB

english, 1994

39

Confidence Intervals for Nonparametric Curve Estimates: Toward More Uniform Pointwise Coverage

David J. Cummins, Tom G. Filloon and Douglas Nychka

Journal:

Journal of the American Statistical Association

Year:

2001

Language:

english

File:

PDF, 1.61 MB

english, 2001

40

Bayesian Spatial Modeling of Extreme Precipitation Return Levels

Daniel Cooley, Douglas Nychka and Philippe Naveau

Journal:

Journal of the American Statistical Association

Year:

2007

Language:

english

File:

PDF, 2.78 MB

english, 2007

41

Covariance Tapering for Likelihood-Based Estimation in Large Spatial Data Sets

Cari G. Kaufman, Mark J. Schervish and Douglas W. Nychka

Journal:

Journal of the American Statistical Association

Year:

2008

Language:

english

File:

PDF, 1.56 MB

english, 2008

42

Spatial Analysis to Quantify Numerical Model Bias and Dependence: How Many Climate Models Are There?

Mikyoung Jun, Reto Knutti and Douglas W. Nychka

Journal:

Journal of the American Statistical Association

Year:

2008

Language:

english

File:

PDF, 2.49 MB

english, 2008

43

Infilling Sparse Records of Spatial Fields

Craig J. Johns, Douglas Nychka, Timothy G. F. Kittel and Chris Daly

Journal:

Journal of the American Statistical Association

Year:

2003

Language:

english

File:

PDF, 2.53 MB

english, 2003

44

The emerging anthropogenic signal in land–atmosphere carbon-cycle coupling

Lombardozzi, Danica, Bonan, Gordon B., Nychka, Douglas W.

Journal:

Nature Climate Change

Year:

2014

Language:

english

File:

PDF, 4.97 MB

english, 2014

45

Estimating the Lyapunov Exponent of a Chaotic System with Nonparametric Regression

McCaffrey, Daniel F., Ellner, Stephen, Gallant, A. Ronald, Nychka, Douglas W.

Journal:

Journal of the American Statistical Association

Year:

1992

Language:

english

File:

PDF, 1.52 MB

english, 1992

46

Smoothing hazard functions for telemetry survival data in wildlife studies

Tsai, Kuenhi, Brownie, Cavell, Nychka, Douglas W., Pollock, Kenneth H.

Journal:

Year:

1999

Language:

english

File:

PDF, 552 KB

english, 1999

47

Multiresolution models for nonstationary spatial covariance functions

Nychka, Douglas, Wikle, Christopher, Royle, J. Andrew

Journal:

Statistical Modelling

Year:

2002

Language:

english

File:

PDF, 687 KB

english, 2002

48

Winds from a Bayesian Hierarchical Model: Computation for Atmosphere-Ocean Research

Hoar, Timothy J, Milliff, Ralph F, Nychka, Douglas, Wikle, Christopher K, Berliner, L. Mark

Journal:

Journal of Computational and Graphical Statistics

Year:

2003

Language:

english

File:

PDF, 1.51 MB

english, 2003

49

Exact fast computation of band depth for large functional datasets: How quickly can one million curves be ranked?

Sun, Ying, Genton, Marc G., Nychka, Douglas W.

Journal:

Year:

2012

Language:

english

File:

PDF, 128 KB

english, 2012

50

Nonparametric Estimation of Rate Equations for Nutrient Uptake

Meier, Kristen, Nychka, Douglas

Journal:

Journal of the American Statistical Association

Year:

1993

Language:

english

File:

PDF, 1.34 MB

english, 1993