『Geometry Driven Statistics』

Ian L. Dryden and John T. Kent (eds.)

(2015年9月刊行,Wiley[Wiley Series in Probability and Statistics], Hoboken, xviii+394 pp., ISBN:9781118866573 [hbk] → 版元ページ

統計学者 Kanti V. Mardia 記念論文集.方向統計学から形態測定学まで.

【目次】
Preface xiii
List of Contributors xv

Part I: Kanti Mardia 1

1 A Conversation with Kanti Mardia (Nitis Mukhopadhyay) 3
2 A Conversation with Kanti Mardia: Part II (Nitis Mukhopadhyay) 59
3 Selected publications (Kanti V. Mardia) 86

Part II: Directional Data Analysis 95

4 Some advances in constrained inference for ordered circular parameters in oscillatory systems (Cristina Rueda, Miguel A. Fernández, Sandra Barragán and Shyamal D. Peddada) 97
5 Parametric circular–circular regression and diagnostic analysis (Orathai Polsen and Charles C. Taylor) 115
6 On two-sample tests for circular data based on spacing-frequencies (Riccardo Gatto and S. Rao Jammalamadaka) 129
7 Barycentres and hurricane trajectories (Wilfrid S. Kendall) 146

Part III: Shape Analysis 161

8 Beyond Procrustes: a proposal to save morphometrics for biology (Fred L. Bookstein) 163
9 Nonparametric data analysis methods in medical imaging (Daniel E. Osborne, Vic Patrangenaru, Mingfei Qiu and Hilary W. Thompson) 182
10 Some families of distributions on higher shape spaces (Yasuko Chikuse and Peter E. Jupp) 206
11 Elastic registration and shape analysis of functional objects (Zhengwu Zhang, Qian Xie, and Anuj Srivastava) 218

Part IV: Spatial, Image and Multivariate Analysis 239

12 Evaluation of diagnostics for hierarchical spatial statistical models (Noel Cressie and Sandy Burden) 241
13 Bayesian forecasting using spatiotemporal models with applications to ozone concentration levels in the Eastern United States (Sujit Kumar Sahu, Khandoker Shuvo Bakar and Norhashidah Awang) 260
14 Visualisation (John C. Gower) 282
15 Fingerprint image analysis: role of orientation patch and ridge structure dictionaries (Anil K. Jain and Kai Cao) 288

Part V: Bioinformatics 311

16 Do protein structures evolve around ‘anchor’ residues? (Colleen Nooney, Arief Gusnanto, Walter R. Gilks and Stuart Barber) 313
17 Individualised divergences (Clive E. Bowman) 337
18 Proteins, physics and probability kinematics: a Bayesian formulation of the protein folding problem (Thomas Hamelryck, Wouter Boomsma, Jesper Ferkinghoff-Borg, Jesper Foldager, Jes Frellsen, John Haslett and Douglas Theobald) 356
19 MAD-Bayes matching and alignment for labelled and unlabelled configurations (Peter J. Green) 377


Index 391