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51

Accounting for uncertainty in ecological analysis: the strengths and limitations of hierarchical statistical modeling

Cressie, Noel, Calder, Catherine A., Clark, James S., Hoef, Jay M. Ver, Wikle, Christopher K.

Journal:

Ecological Applications

Year:

2009

Language:

english

File:

PDF, 703 KB

english, 2009

52

Ecological Prediction With Nonlinear Multivariate Time-Frequency Functional Data Models

Wen-Hsi Yang, Christopher K. Wikle…

Journal:

Journal of Agricultural, Biological, and Environmental Statistics

Year:

2013

Language:

english

File:

PDF, 593 KB

english, 2013

53

A Dimension-Reduced Approach to Space-Time Kalman Filtering

Christopher K. Wikle and Noel Cressie

Journal:

Year:

1999

Language:

english

File:

PDF, 1.44 MB

english, 1999

54

Atmospheric Modeling, Data Assimilation, and Predictabilityby Eugenia Kalnay

Review by: Christopher K. Wikle

Journal:

Year:

2005

Language:

english

File:

PDF, 338 KB

english, 2005

55

Modeling Hydrologic Change: Statistical Methodsby Richard H. McCuen

Review by: Christopher K. Wikle

Journal:

Year:

2003

Language:

english

File:

PDF, 649 KB

english, 2003

56

Combining Information across Spatial Scales

Christopher K. Wikle and L. Mark Berliner

Journal:

Year:

2005

Language:

english

File:

PDF, 1.67 MB

english, 2005

57

Hierarchical Models in Environmental Science

Christopher K. Wikle

Journal:

International Statistical Review

Year:

2003

Language:

english

File:

PDF, 2.69 MB

english, 2003

58

Computational Statistics Handbook with MATLABby Wendy Martinez; Angel R. Martinez

Review by: Christopher K. Wikle

Journal:

Journal of the American Statistical Association

Year:

2004

Language:

english

File:

PDF, 325 KB

english, 2004

59

Spatiotemporal Hierarchical Bayesian Modeling: Tropical Ocean Surface Winds

Christopher K. Wikle, Ralph F. Milliff, Doug Nychka and L. Mark Berliner

Journal:

Journal of the American Statistical Association

Year:

2001

Language:

english

File:

PDF, 3.53 MB

english, 2001

60

A Kernel-Based Spatio-Temporal Dynamical Model for Nowcasting Weather Radar Reflectivities

Ke Xu, Christopher K. Wikle and Neil I. Fox

Journal:

Journal of the American Statistical Association

Year:

2005

Language:

english

File:

PDF, 1.93 MB

english, 2005

61

Environmental Statistics: Methods and Applicationsby Vic Barnett

Review by: Christopher K. Wikle

Journal:

Journal of the American Statistical Association

Year:

2006

Language:

english

File:

PDF, 486 KB

english, 2006

62

HIERARCHICAL BAYESIAN MODELS FOR PREDICTING THE SPREAD OF ECOLOGICAL PROCESSES

Wikle, Christopher K.

Journal:

Year:

2003

Language:

english

File:

PDF, 1.34 MB

english, 2003

63

Spatial Fay–Herriot models for small area estimation with functional covariates

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

Journal:

Spatial Statistics

Year:

2014

Language:

english

File:

PDF, 624 KB

english, 2014

64

Computational Statistics Handbook With MATLAB

Wikle, Christopher K

Journal:

Journal of the American Statistical Association

Year:

2004

Language:

english

File:

PDF, 78 KB

english, 2004

65

A Kernel-Based Spatio-Temporal Dynamical Model for Nowcasting Weather Radar Reflectivities

Xu, Ke, Wikle, Christopher K, Fox, Neil I

Journal:

Journal of the American Statistical Association

Year:

2005

Language:

english

File:

PDF, 1.13 MB

english, 2005

66

Spatiotemporal Hierarchical Bayesian Modeling Tropical Ocean Surface Winds

Wikle, Christopher K, Milliff, Ralph F, Nychka, Doug, Berliner, L Mark

Journal:

Journal of the American Statistical Association

Year:

2001

Language:

english

File:

PDF, 1.03 MB

english, 2001

67

Environmental Statistics: Methods and Applications

Wikle, Christopher K

Journal:

Journal of the American Statistical Association

Year:

2006

Language:

english

File:

PDF, 118 KB

english, 2006

68

Statistical Agent-Based Models for Discrete Spatio-Temporal Systems

Hooten, Mevin B., Wikle, Christopher K.

Journal:

Journal of the American Statistical Association

Year:

2010

Language:

english

File:

PDF, 409 KB

english, 2010

69

Zero-Inflated Modeling of Fish Catch per Unit Area Resulting from Multiple Gears: Application to Channel Catfish and Shovelnose Sturgeon in the Missouri River

Arab, Ali, Wildhaber, Mark L., Wikle, Christopher K., Gentry, Casey N.

Journal:

North American Journal of Fisheries Management

Year:

2008

Language:

english

File:

PDF, 347 KB

english, 2008

70

Atmospheric Modeling, Data Assimilation, and Predictability

Wikle, Christopher K

Journal:

Year:

2005

Language:

english

File:

PDF, 95 KB

english, 2005

71

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

72

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

73

A point process model for tornado report climatology

Karpman, Dmitriy, Ferreira, Marco A.R., Wikle, Christopher K.

Journal:

Year:

2013

Language:

english

File:

PDF, 1.45 MB

english, 2013

74

Modeling Hydrologic Change: Statistical Methods

Wikle, Christopher K

Journal:

Year:

2003

Language:

english

File:

PDF, 107 KB

english, 2003

75

Random set modelling of three-dimensional objects in a hierarchical Bayesian context

Micheas, Athanasios C., Wikle, Christopher K., Larsen, David R.

Journal:

Journal of Statistical Computation and Simulation

Year:

2014

Language:

english

File:

PDF, 350 KB

english, 2014

76

Predicting infectious disease outbreak risk via migratory waterfowl vectors

Oleson, Jacob J., Wikle, Christopher K.

Journal:

Journal of Applied Statistics

Year:

2013

Language:

english

File:

PDF, 1.19 MB

english, 2013

77

Bayesian semiparametric hierarchical empirical likelihood spatial models

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

Journal:

Journal of Statistical Planning and Inference

Year:

2015

Language:

english

File:

PDF, 886 KB

english, 2015

78

Small Area Estimation via Multivariate Fay-Herriot Models with Latent Spatial Dependence

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

Journal:

Australian & New Zealand Journal of Statistics

Year:

2015

Language:

english

File:

PDF, 226 KB

english, 2015

79

Interpolating Fields of Carbon Monoxide Data Using a Hybrid Statistical-Physical Model

Anders Malmberg, Avelino Arellano, David P. Edwards, Natasha Flyer, Doug Nychka and Christopher Wikle

Journal:

The Annals of Applied Statistics

Year:

2008

Language:

english

File:

PDF, 1.76 MB

english, 2008

80

A Bayesian Hierarchical Nonoverlapping Random Disc Growth Model

Micheas, Athanasios C., Wikle, Christopher K.

Journal:

Journal of the American Statistical Association

Year:

2009

Language:

english

File:

PDF, 1.20 MB

english, 2009

81

Comment

Wikle, Christopher K., Holan, Scott H.

Journal:

Journal of the American Statistical Association

Year:

2015

Language:

english

File:

PDF, 324 KB

english, 2015

82

Long-Lead Prediction of Pacific SSTs via Bayesian Dynamic Modeling

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

Journal:

Journal of Climate

Year:

2000

Language:

english

File:

PDF, 572 KB

english, 2000

83

Bayesian Spatial Change of Support for Count-Valued Survey Data with Application to the American Community Survey

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

Journal:

Journal of the American Statistical Association

Year:

2015

Language:

english

File:

PDF, 3.50 MB

english, 2015

84

Models for Ecological Models: Ocean Primary Productivity

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

Journal:

Year:

2016

Language:

english

File:

PDF, 1.53 MB

english, 2016

85

Bayesian marked point process modeling for generating fully synthetic public use data with point-referenced geography

Quick, Harrison, Holan, Scott H., Wikle, Christopher K., Reiter, Jerome P.

Journal:

Spatial Statistics

Year:

2015

Language:

english

File:

PDF, 624 KB

english, 2015

86

A model-based approach for analog spatio-temporal dynamic forecasting

McDermott, Patrick L., Wikle, Christopher K.

Journal:

Year:

2016

Language:

english

File:

PDF, 1.74 MB

english, 2016

87

Zeros and ones: a case for suppressing zeros in sensitive count data with an application to stroke mortality

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

Journal:

Year:

2015

Language:

english

File:

PDF, 1004 KB

english, 2015

88

Sampling over Time || Space: Time Dynamic Design of Environmental Monitoring Networks

Christopher K. Wikle and J. Andrew Royle

Journal:

Journal of Agricultural, Biological, and Environmental Statistics

Year:

1999

Language:

english

File:

PDF, 2.08 MB

english, 1999

89

Spatio-temporal change of support with application to American Community Survey multi-year period estimates

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

Journal:

Year:

2015

Language:

english

File:

PDF, 1.20 MB

english, 2015

90

A Bayesian Quantitative Precipitation Nowcast Scheme

Fox, Neil I., Wikle, Christopher K.

Journal:

Weather and Forecasting

Year:

2005

Language:

english

File:

PDF, 562 KB

english, 2005

91

Hierarchical Bayesian Models for Predicting the Spread of Ecological Processes

Christopher K. Wikle

Journal:

Year:

2003

Language:

english

File:

PDF, 1.16 MB

english, 2003

92

Regionalization of multiscale spatial processes by using a criterion for spatial aggregation error

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

Journal:

Journal of the Royal Statistical Society Series B (Methodological)

Year:

2016

Language:

english

File:

PDF, 2.19 MB

english, 2016

93

Bayesian Estimation of Stochastic Parameterizations in a Numerical Weather Forecasting Model

Song, Yong, Wikle, Christopher K., Anderson, Christopher J., Lack, Steven A.

Journal:

Monthly Weather Review

Year:

2007

Language:

english

File:

PDF, 1.17 MB

english, 2007

94

Population Influences on Tornado Reports in the United States

Anderson, Christopher J., Wikle, Christopher K., Zhou, Qin, Royle, J. Andrew

Journal:

Weather and Forecasting

Year:

2007

Language:

english

File:

PDF, 100 KB

english, 2007

95

Assimilation of oceanographic observations with estimates of vertical background-error covariances by a Bayesian hierarchical model

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

Journal:

Quarterly Journal of the Royal Meteorological Society

Year:

2015

Language:

english

File:

PDF, 2.86 MB

english, 2015

96

Accounting for Uncertainty in Ecological Analysis: the Strengths and Limitations of Hierarchical Statistical Modeling

Noel Cressie, Catherine A. Calder, James S. Clark, Jay M. Ver Hoef and Christopher K. Wikle

Journal:

Ecological Applications

Year:

2009

Language:

english

File:

PDF, 2.61 MB

english, 2009

97

Hierarchical Spatiotemporal Matrix Models for Characterizing Invasions

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

Journal:

Year:

2007

Language:

english

File:

PDF, 2.36 MB

english, 2007

98

Statistical Analysis of Massive Data Streams || Winds from a Bayesian Hierarchical Model: Computation for Atmosphere-Ocean Research

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

Journal:

Journal of Computational and Graphical Statistics

Year:

2003

Language:

english

File:

PDF, 1.11 MB

english, 2003

99

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 and Zhaofei Fan

Journal:

Year:

2007

Language:

english

File:

PDF, 1.51 MB

english, 2007

100

Identifying Periodic Components in Atmospheric Data Using a Family of Minimum Variance Spectral Estimators

Wikle, Christopher K., Sherman, Peter J., Chen, Tsing-Chang

Journal:

Journal of Climate

Year:

1995

File:

PDF, 969 KB

1995

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