J. Hughes

发表

A non‐homogeneous hidden Markov model for precipitation occurrence

P. Guttorp, J. Hughes, S. Charles, 1999 .

A spatiotemporal model for downscaling precipitation occurrence and amounts

James P. Hughes, J. Hughes, S. Charles, 1999 .

A class of stochastic models for relating synoptic atmospheric patterns to regional hydrologic phenomena

James P. Hughes, P. Guttorp, J. Hughes, 1994 .

Stochastic characterization of regional circulation patterns for climate model diagnosis and estimation of local precipitation

James P. Hughes, H. Storch, J. Hughes, 1995 .

A hidden Markov model for downscaling synoptic atmospheric patterns to precipitation amounts

James P. Hughes, P. Guttorp, J. Hughes, 2000 .

Data requirements for kriging: Estimation and network design

James P. Hughes, J. Hughes, D. Lettenmaier, 1981 .

A stochastic approach for assessing the effect of changes in synoptic circulation patterns on gauge precipitation

James P. Hughes, P. Guttorp, J. Hughes, 1993 .

Stochastic downscaling of numerical climate model simulations

James P. Hughes, J. Hughes, S. Charles, 1998 .

Validation of downscaling models for changed climate conditions: case study of southwestern Australia

James P. Hughes, P. Whetton, J. Hughes, 1999 .

Incorporating Spatial Dependence and Atmospheric Data in a Model of Precipitation

James P. Hughes, P. Guttorp, J. Hughes, 1994 .

Statistical downscaling of daily precipitation from observed and modelled atmospheric fields

James P. Hughes, I. Smith, J. Hughes, 2004 .

Nonparametric Tests for Trend in Water Quality

Gerald van Belle, James P. Hughes, J. Hughes, 1984 .

Exact Computation of the Observed Information Matrix for Hidden Markov Models

James P. Hughes, J. Hughes, Theodore C. Lystig, 2002 .

Computing the observed information in the hidden Markov model using the EM algorithm

James P. Hughes, J. Hughes, 1997 .

A Simulation Study of Statistical Approaches to Data Analysis in the Stepped Wedge Design

J. Hughes, P. Heagerty, Yuqi Ren, 2019, Statistics in Biosciences.

A multiview model for relative and absolute microbial abundances

J. Hughes, J. Hughes, B. Williamson, 2019, bioRxiv.

An S-Plus Implementation of Hidden Markov Models in Continuous Time

James P. Hughes, Stephen Shiboski, Alexandre Bureau, 2000 .

A Nonhomogeneous Hidden Markov Model for Precipitation

Peter Guttorp, James P. Hughes, Stephen P. Charles, 1996 .