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1

Understanding the Ensemble Kalman Filter

Katzfuss, Matthias, Stroud, Jonathan R., Wikle, Christopher K.

Journal:

The American Statistician

Year:

2016

Language:

english

File:

PDF, 498 KB

english, 2016

2

A Bayesian tutorial for data assimilation

Christopher K. Wikle, L. Mark Berliner

Journal:

Physica D: Nonlinear Phenomena

Year:

2007

Language:

english

File:

PDF, 942 KB

english, 2007

3

Modern perspectives on statistics for spatio-temporal data

Wikle, Christopher K.

Journal:

Wiley Interdisciplinary Reviews: Computational Statistics

Year:

2015

Language:

english

File:

PDF, 566 KB

english, 2015

4

Multivariate spatial hierarchical Bayesian empirical likelihood methods for small area estimation

Porter, Aaron T., Holan, Scott H., Wikle, Christopher K.

Journal:

Year:

2015

Language:

english

File:

PDF, 483 KB

english, 2015

5

Recent Advances in Spatio‐Temporal Methodology

Wikle, Christopher K., Holan, Scott H.

Journal:

Journal of Time Series Analysis

Year:

2019

Language:

english

File:

PDF, 81 KB

english, 2019

6

Bayesian Hierarchical Models with Conjugate Full-Conditional Distributions for Dependent Data from the Natural Exponential Family

Bradley, Jonathan R., Holan, Scott H., Wikle, Christopher K.

Journal:

Journal of the American Statistical Association

Year:

2019

File:

PDF, 1.11 MB

2019

7

Estimation of parameterized spatio-temporal dynamic models

Ke Xu, Christopher K. Wikle

Journal:

Journal of Statistical Planning and Inference

Year:

2007

Language:

english

File:

PDF, 550 KB

english, 2007

8

A general science-based framework for dynamical spatio-temporal models

Christopher K. Wikle, Mevin B. Hooten

Journal:

Year:

2010

Language:

english

File:

PDF, 1.59 MB

english, 2010

9

Hierarchical Models in Environmental Science

Christopher K. Wikle

Journal:

International Statistical Review

Year:

2003

Language:

english

File:

PDF, 145 KB

english, 2003

10

Hierarchical Bayesian space-time models

CHRISTOPHER K. Wikle, L. Mark Berliner, Noel Cressie

Journal:

Environmental and Ecological Statistics

Year:

1998

Language:

english

File:

PDF, 1.37 MB

english, 1998

11

Science-based parameterizations for dynamical spatiotemporal models

William B. Leeds, Christopher K. Wikle

Journal:

Wiley Interdisciplinary Reviews: Computational Statistics

Year:

2012

Language:

english

File:

PDF, 123 KB

english, 2012

12

An approach for identifying and predicting economic recessions in real-time using time-frequency functional models

Holan, Scott H., Yang, Wen-Hsi, Matteson, David S., Wikle, Christopher K.

Journal:

Applied Stochastic Models in Business and Industry

Year:

2012

Language:

english

File:

PDF, 452 KB

english, 2012

13

Guest Editor’s Introduction to the Special Issue on “Modern Dimension Reduction Methods for Big Data Problems in Ecology”

Christopher K. Wikle, Scott H. Holan…

Journal:

Journal of Agricultural, Biological, and Environmental Statistics

Year:

2013

Language:

english

File:

PDF, 133 KB

english, 2013

14

Modern Statistical Methods in Oceanography: A Hierarchical Perspective

Wikle, Christopher K., Milliff, Ralph F., Herbei, Radu, Leeds, William B.

Journal:

Statistical Science

Year:

2013

Language:

english

File:

PDF, 3.01 MB

english, 2013

15

A kernel-based spectral model for non-Gaussian spatio-temporal processes

Wikle, Christopher K

Journal:

Statistical Modelling

Year:

2002

Language:

english

File:

PDF, 1.06 MB

english, 2002

16

Combining Information Across Spatial Scales

Wikle, Christopher K, Berliner, L. Mark

Journal:

Year:

2005

Language:

english

File:

PDF, 383 KB

english, 2005

17

A Bayesian hierarchical downscaling model for south-west Western Australia rainfall

Song, Yong, Li, Yun, Bates, Bryson, Wikle, Christopher K.

Journal:

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

Year:

2014

Language:

english

File:

PDF, 1.21 MB

english, 2014

18

Bayesian Lattice Filters for Time-Varying Autoregression and Time–Frequency Analysis

Yang, Wen-Hsi, Holan, Scott H., Wikle, Christopher K.

Journal:

Bayesian Analysis

Year:

2016

Language:

english

File:

PDF, 1.53 MB

english, 2016

19

Hierarchical Nonlinear Spatio-temporal Agent-Based Models for Collective Animal Movement

McDermott, Patrick L., Wikle, Christopher K., Millspaugh, Joshua

Journal:

Journal of Agricultural, Biological, and Environmental Statistics

Year:

2017

Language:

english

File:

PDF, 1.65 MB

english, 2017

20

Visualizing uncertainty in areal data with bivariate choropleth maps, map pixelation and glyph rotation

Lucchesi, Lydia R., Wikle, Christopher K.

Journal:

Year:

2017

Language:

english

File:

PDF, 25.19 MB

english, 2017

21

A hierarchical spatiotemporal analog forecasting model for count data

McDermott, Patrick L., Wikle, Christopher K., Millspaugh, Joshua

Journal:

Ecology and Evolution

Year:

2018

Language:

english

File:

PDF, 1.30 MB

english, 2018

22

Generating partially synthetic geocoded public use data with decreased disclosure risk by using differential smoothing

Quick, Harrison, Holan, Scott H., Wikle, Christopher K.

Journal:

Journal of the Royal Statistical Society Series A (General)

Year:

2018

Language:

english

File:

PDF, 776 KB

english, 2018

23

Computationally Efficient Multivariate Spatio-Temporal Models for High-Dimensional Count-Valued Data (with Discussion)

Bradley, Jonathan R., Holan, Scott H., Wikle, Christopher K.

Journal:

Bayesian Analysis

Year:

2018

Language:

english

File:

PDF, 1.37 MB

english, 2018

24

Ensemble Kalman methods for high-dimensional hierarchical dynamic space-time models

Katzfuss, Matthias, Stroud, Jonathan R., Wikle, Christopher K.

Journal:

Journal of the American Statistical Association

Year:

2019

Language:

english

File:

PDF, 1.38 MB

english, 2019

25

Comparison of Deep Neural Networks and Deep Hierarchical Models for Spatio-Temporal Data

Wikle, Christopher K.

Journal:

Journal of Agricultural, Biological, and Environmental Statistics

Year:

2019

Language:

english

File:

PDF, 2.22 MB

english, 2019

26

Providing distributed forecasts of precipitation using a Bayesian nowcast scheme

Neil I. Fox, Christopher K. Wikle

Journal:

Atmospheric Science Letters

Year:

2005

Language:

english

File:

PDF, 2.81 MB

english, 2005

27

‘Bayesian source detection and parameter estimation of a plume model based on sensor network measurements’ by C. Huang et al.: Discussion 2

Scott H. Holan, Christopher K. Wikle

Journal:

Applied Stochastic Models in Business and Industry

Year:

2010

Language:

english

File:

PDF, 59 KB

english, 2010

28

Semiparametric bivariate zero-inflated Poisson models with application to studies of abundance for multiple species

Ali Arab, Scott H. Holan, Christopher K. Wikle, Mark L. Wildhaber

Journal:

Year:

2012

Language:

english

File:

PDF, 390 KB

english, 2012

29

Dynamic design of ecological monitoring networks for non-Gaussian spatio-temporal data

Christopher K. Wikle, J. Andrew Royle

Journal:

Year:

2005

Language:

english

File:

PDF, 712 KB

english, 2005

30

Approximate importance sampling Monte Carlo for data assimilation

L. Mark Berliner, Christopher K. Wikle

Journal:

Physica D: Nonlinear Phenomena

Year:

2007

Language:

english

File:

PDF, 756 KB

english, 2007

31

Ocean ensemble forecasting. Part I: Ensemble Mediterranean winds from a Bayesian hierarchical model

Ralph F. Milliff, Alessandro Bonazzi, Christopher K. Wikle, Nadia Pinardi, L. Mark Berliner

Journal:

Quarterly Journal of the Royal Meteorological Society

Year:

2011

Language:

english

File:

PDF, 1.38 MB

english, 2011

32

Ocean ensemble forecasting. Part II: Mediterranean Forecast System response

Nadia Pinardi, Alessandro Bonazzi, Srdjan Dobricic, Ralph F. Milliff, Christopher K. Wikle, L. Mark Berliner

Journal:

Quarterly Journal of the Royal Meteorological Society

Year:

2011

Language:

english

File:

PDF, 1.16 MB

english, 2011

33

Efficient statistical mapping of avian count data

J. Andrew Royle, Christopher K. Wikle

Journal:

Environmental and Ecological Statistics

Year:

2005

Language:

english

File:

PDF, 708 KB

english, 2005

34

Shifts in the spatio-temporal growth dynamics of shortleaf pine

Mevin B. Hooten, Christopher K. Wikle

Journal:

Environmental and Ecological Statistics

Year:

2007

Language:

english

File:

PDF, 744 KB

english, 2007

35

A hierarchical Bayesian non-linear spatio-temporal model for the spread of invasive species with application to the Eurasian Collared-Dove

Mevin B. Hooten, Christopher K. Wikle

Journal:

Environmental and Ecological Statistics

Year:

2008

Language:

english

File:

PDF, 2.28 MB

english, 2008

36

Mapping pre-European settlement vegetation at fine resolutions using a hierarchical Bayesian model and GIS

Hong S. He, Daniel C. Dey, Xiuli Fan, Mevin B. Hooten, John M. Kabrick, Christopher K. Wikle, Zhaofei Fan

Journal:

Year:

2007

Language:

english

File:

PDF, 364 KB

english, 2007

37

Rejoinder on: A general science-based framework for

Christopher K. Wikle, Mevin B. Hooten

Journal:

Year:

2010

Language:

english

File:

PDF, 142 KB

english, 2010

38

Assessing First-Order Emulator Inference for Physical Parameters in Nonlinear Mechanistic Models

Mevin B. Hooten, William B. Leeds, Jerome Fiechter, Christopher K. Wikle

Journal:

Journal of Agricultural, Biological, and Environmental Statistics

Year:

2011

Language:

english

File:

PDF, 537 KB

english, 2011

39

Spatio-temporal processes in ecology: a gentle introduction

Mevin B. Hooten, Christopher K. Wikle

Journal:

Journal of Biogeography

Year:

2006

Language:

english

File:

PDF, 52 KB

english, 2006

40

SPACE–TIME MODELLING OF SYDNEY HARBOUR WINDS

Edward Cripps, David Nott, William T.M. Dunsmuir, Christopher Wikle

Journal:

Australian & New Zealand Journal of Statistics

Year:

2005

Language:

english

File:

PDF, 389 KB

english, 2005

41

Polynomial nonlinear spatio-temporal integro-difference equation models

Christopher K. Wikle, Scott H. Holan

Journal:

Journal of Time Series Analysis

Year:

2011

Language:

english

File:

PDF, 551 KB

english, 2011

42

Hierarchical Spatiotemporal Matrix Models for Characterizing Invasions

Mevin B. Hooten, Christopher K. Wikle, Robert M. Dorazio, J. Andrew Royle

Journal:

Year:

2007

Language:

english

File:

PDF, 365 KB

english, 2007

43

Modeling Complex Phenotypes: Generalized Linear Models Using Spectrogram Predictors of Animal Communication Signals

Scott H. Holan, Christopher K. Wikle, Laura E. Sullivan-Beckers, Reginald B. Cocroft

Journal:

Year:

2010

Language:

english

File:

PDF, 374 KB

english, 2010

44

Optimal spatio-temporal hybrid sampling designs for ecological monitoring

Mevin B. Hooten, Christopher K. Wikle, Steven L. Sheriff, John W. Rushin

Journal:

Journal of Vegetation Science

Year:

2009

Language:

english

File:

PDF, 1.21 MB

english, 2009

45

The Variance-Based Cross-Variogram: You Can Add Apples and Oranges

Noel Cressie, Christopher K. Wikle

Journal:

Mathematical Geosciences

Year:

1998

Language:

english

File:

PDF, 442 KB

english, 1998

46

Advances in statistical methods for climate analysis

Peter Guttorp, Stephan R. Sain, Christopher K. Wikle

Journal:

Year:

2012

Language:

english

File:

PDF, 38 KB

english, 2012

47

Variability of the global precipitable water with a timescale of 90–150 days

Chen, Tsing-Chang, Pfaendtner, James, Chen, Jau-Ming, Wikle, Christopher K.

Journal:

Journal of Geophysical Research

Year:

1996

Language:

english

File:

PDF, 807 KB

english, 1996

48

Rejoinder - An approach for identifying and predicting economic recessions in real-time using time-frequency functional models

Holan, Scott H., Yang, Wen-Hsi, Wikle, Christopher K., Matteson, David S.

Journal:

Applied Stochastic Models in Business and Industry

Year:

2012

Language:

english

File:

PDF, 43 KB

english, 2012

49

Cell identification and verification of QPF ensembles using shape analysis techniques

Athanasios Christou Micheas, Neil I. Fox, Steven A. Lack, Christopher K. Wikle

Journal:

Journal of Hydrology

Year:

2007

Language:

english

File:

PDF, 446 KB

english, 2007

50

Climatological analysis of tornado report counts using a hierarchical Bayesian spatiotemporal model

Wikle, Christopher K., Anderson, Christopher J.

Journal:

Journal of Geophysical Research

Year:

2003

Language:

english

File:

PDF, 628 KB

english, 2003

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