1. Nonparametric Analysis of Non-Euclidean Data on Shapes and Images

   • Rabi Bhattacharya
   • Rachel Oliver

   ReviewPaper 27 February 2018 Pages: 1 - 36

2. An Infinitesimal Probabilistic Model for Principal Component Analysis of Manifold Valued Data

   • Stefan Sommer

   OriginalPaper 15 August 2018 Pages: 37 - 62

3. Gaussian Asymptotic Limits for the α-transformation in the Analysis of Compositional Data

   • Yannis Pantazis
   • Michail Tsagris
   • Andrew T. A. Wood

   OriginalPaper 12 February 2019 Pages: 63 - 82

4. Bayesian Linear Size-and-Shape Regression with Applications to Face Data

   • Ian L. Dryden
   • Kwang-Rae Kim
   • Huiling Le

   OriginalPaper Open access 29 August 2018 Pages: 83 - 103

5. Geometric Sensitivity Measures for Bayesian Nonparametric Density Estimation Models

   • Abhijoy Saha
   • Sebastian Kurtek

   OriginalPaper 02 October 2018 Pages: 104 - 143

6. Robust Comparison of Kernel Densities on Spherical Domains

   • Zhengwu Zhang
   • Eric Klassen
   • Anuj Srivastava

   OriginalPaper 21 June 2018 Pages: 144 - 171

7. Procrustes Metrics on Covariance Operators and Optimal Transportation of Gaussian Processes

   • Valentina Masarotto
   • Victor M. Panaretos
   • Yoav Zemel

   OriginalPaper 25 May 2018 Pages: 172 - 213

8. Inference on Covariance Operators via Concentration Inequalities: k-sample Tests, Classification, and Clustering via Rademacher Complexities

   • Adam B. Kashlak
   • John A. D. Aston
   • Richard Nickl

   OriginalPaper Open access 28 September 2018 Pages: 214 - 243

   

9. Challenges in Topological Object Data Analysis

   • Vic Patrangenaru
   • Peter Bubenik
   • Daniel Osborne

   OriginalPaper 03 September 2018 Pages: 244 - 271