D. M. Titterington

Research.com Recognitions

• 1991 - Fellow of the Royal Society of Edinburgh

Overview

Best Publications

• Statistical analysis of finite mixture distributions

  D. M. Titterington;Adrian F. M. Smith;U. E. Makov

  5267
  Citations

• Neural Networks: A Review from a Statistical Perspective

  Unknown

  1289
  Citations

• Deviance information criteria for missing data models

  G. Celeux;F. Forbes;C. P. Robert;D. M. Titterington

  1094
  Citations

• Asymptotically optimal difference-based estimation of variance in nonparametric regression

  Peter Hall;J. W. Kay;D. M. Titterington

  487
  Citations

• Statistical challenges of high-dimensional data.

  Iain M. Johnstone;D. Michael Titterington

  485
  Citations

• A study of methods of choosing the smoothing parameter in image restoration by regularization

  A.M. Thompson;J.C. Brown;J.W. Kay;D.M. Titterington

  454
  Citations

• On Bayesian analysis of mixtures with an unknown number of components. Discussion. Author's reply

  S. Richardson;P. J. Green;C. P. Robert;M. Aitkin

  387
  Citations

• Recursive Parameter Estimation Using Incomplete Data

  Unknown

  386
  Citations

• Calculation of 230ThU isochrons, ages, and errors

  K.R. Ludwig;D.M. Titterington

  356
  Citations

• Recent Advances in Nonlinear Experimental Design

  Ian Ford;D. M. Titterington;Christos P. Kitsos

  351
  Citations

• Variational approximations in Bayesian model selection for finite mixture distributions

  C. A. McGrory;D. M. Titterington

  241
  Citations

• Bayesian Methods for Neural Networks and Related Models

  D. M. Titterington

  198
  Citations

• Convergence properties of a general algorithm for calculating variational Bayesian estimates for a normal mixture model

  Bo Wang;D. M. Titterington

  152
  Citations

• Optimal design: Some geometrical aspects of D-optimality

  D. M. Titterington

  148
  Citations

• Hierarchical Gaussian process mixtures for regression

  J. Q. Shi;R. Murray-Smith;D. M. Titterington

  146
  Citations

• On confidence bands in nonparametric density estimation and regression

  Peter Hall;D. M. Titterington

  146
  Citations

• Statistical Analysis of Finite Mixture Distributions.

  J. Newton;D. M. Titterington;A. F. M. Smith;U. E. Makov

  142
  Citations

• Common Structure of Techniques for Choosing Smoothing Parameters in Regression Problems

  Peter Hall;D. M. Titterington

  140
  Citations

• The Effect of Simulation Order on Level Accuracy and Power of Monte Carlo Tests

  Peter Hall;D. M. Titterington

  136
  Citations

• Mixtures: Estimation and Applications

  Kerrie L. Mengersen;Christian P. Robert;D. M. Titterington

  134
  Citations

• Edge-preserving and peak-preserving smoothing

  Peter Hall;D. M. Titterington

  128
  Citations

• Gaussian process functional regression modeling for batch data.

  JQ Shi;B Wang;R Murray-Smith;DM Titterington

  121
  Citations

• Inadequacy of interval estimates corresponding to variational Bayesian approximations

  Bo Wang;D. M. Titterington

  118
  Citations

• $t$ -Tests, $F$ -Tests and Otsu's Methods for Image Thresholding

  Jing-Hao Xue;D. M. Titterington

  115
  Citations

• Cross-validation in nonparametric estimation of probabilities and probability densities

  Adrian W. Bowman;Peter Hall;D. M. Titterington

  114
  Citations

• Recent Developments in Statistical Inference and Data Analysis

  Unknown

  101
  Citations