Nonparametric Statistics on Stratified Spaces and Their Applications in Object Data Analysis
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Nonparametric Statistics on Stratified Spaces and Their Applications in Object Data Analysis
Patrangenaru, Victor; Osborne, Daniel E.
Taylor & Francis Ltd
05/2025
208
Dura
9781138043138
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Foreword Preface Part 1: Data and Preliminares for Analysis on Stratified Spaces 1. Data of Complex Type 2. Review of Nonparametric Statistics on Manifolds Part 2: Nonparametric Statistics on Stratified Spaces 3. Spaces with a Manifold Stratification 4. Extrinsic Data Analysis on Stratified Spaces 5. Intrinsic Sample Means on Tree Spaces 6. Central Limit Theorem for Random Samples on a Graph 7. Analysis of Magnetic Resonance Angiography Data 8. An Application to Phylogenies of SARS-CoV-2 Data Analysis Part 3: Asymptotic Theory and Nonparametric Bootstrap on Special Stratified Spaces 9. CLT on Low Dimensional Stratified Spaces 10. Investigating Two Possible Origins of SARS-CoV-2 11. Applications of Tree Spaces to Language Ancestry 12. 3D Face Differentiation from Digital Camera Images 13. Further Directions in Statistics on Stratified Spaces Bibliography
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manifolds;medical imaging;brain mapping;3_D facial analysis
Foreword Preface Part 1: Data and Preliminares for Analysis on Stratified Spaces 1. Data of Complex Type 2. Review of Nonparametric Statistics on Manifolds Part 2: Nonparametric Statistics on Stratified Spaces 3. Spaces with a Manifold Stratification 4. Extrinsic Data Analysis on Stratified Spaces 5. Intrinsic Sample Means on Tree Spaces 6. Central Limit Theorem for Random Samples on a Graph 7. Analysis of Magnetic Resonance Angiography Data 8. An Application to Phylogenies of SARS-CoV-2 Data Analysis Part 3: Asymptotic Theory and Nonparametric Bootstrap on Special Stratified Spaces 9. CLT on Low Dimensional Stratified Spaces 10. Investigating Two Possible Origins of SARS-CoV-2 11. Applications of Tree Spaces to Language Ancestry 12. 3D Face Differentiation from Digital Camera Images 13. Further Directions in Statistics on Stratified Spaces Bibliography
Este título pertence ao(s) assunto(s) indicados(s). Para ver outros títulos clique no assunto desejado.
