Nonparametric functional data analysis: theory and practice
Saved in:
| Main Authors: | , |
|---|---|
| Format: | Book |
| Language: | English |
| Published: |
New York, NY
Springer
2006
|
| Series: | Springer series in statistics
|
| Subjects: | |
| Online Access: | Inhaltsverzeichnis |
| Physical Description: | XX, 258 S. graph. Darst. |
| ISBN: | 0387303693 9780387303697 |
Staff View
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Record in the Search Index
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| adam_text | Contents
Preface VII
List of Abbreviations and Symbols
List of Figures
Part I Statistical Background for Nonparametric Statistics and
Functional Data
1
1.1
1.2
1.3
1.4
1.5
2
Problematics
2.1
2.1.1
2.1.2
2.2
2.2.1
2.2.2
2.3
2.3.1
2.3.2
3
3.1
XII Contents
3.2
3.3
3.4
3.4.1
3.4.2
3.4.3
3.5
3.6
3.7
4
4.1
4.1.1
4.1.2
4.1.3
4.2
4.3
Part II Nonparametric Prediction from Functional Data
5
5.1
5.2
5.3
5.4
6
6.1
6.2
6.2.1
6.2.2
6.2.3
6.2.4
6.2.5
6.3
6.3.1
6.3.2
6.3.3
6.3.4
6.3.5
6.4
6.4.1
6.4.2
6.4.3
Contents XIII
Computational Issues
7.1
7.1.1
7.1.2
7.1.3
7.2
7.2.1
7.2.2
7.3
Part III Nonparametric Classification of Functional Data
8
8.1
8.2
8.3
8.3.1
8.3.2
8.3.3
8.4
8.4.1
8.4.2
8.5
8.6
9
9.1
9.2
9.2.1
9.2.2
9.2.3
9.3
9.4
9.4.1
9.4.2
9.4.3
9.4.4
9.5
9.6
9.6.1
9.7
9.7.1
9.7.2
9.7.3
XIV Contents
9.7.4
9.8
Part IV Nonparametric Methods for Dependent Functional Data
10
10.1
10.2
10.3
10.4
11
11.1
11.2
11.2.1
11.2.2
11.2.3
11.2.4
11.3
11.3.1
11.3.2
11.3.3
11.3.4
11.4
11.4.1
11.4.2
11.4.3
11.4.4
11.5
11.5.1
11.5.2
11.6
11.6.1
11.6.2
11.7
11.7.1
11.7.2
11.7.3
12
12.1
12.2
12.3
12.4
Contents
12.4.1
12.4.2
12.4.3
Part V Conclusions
13
13.1
13.2
13.3
13.3.1
13.3.2
13.3.3
13.4
13.5
13.6
14
Appendix: Some Probabilistic Tools
A.I Almost Complete Convergence
A.2 Exponential Inequalities for Independent r.r.v
A.3 Inequalities for Mixing r.r.v
References
Index
|
| adam_txt |
Contents
Preface VII
List of Abbreviations and Symbols
List of Figures
Part I Statistical Background for Nonparametric Statistics and
Functional Data
1
1.1
1.2
1.3
1.4
1.5
2
Problematics
2.1
2.1.1
2.1.2
2.2
2.2.1
2.2.2
2.3
2.3.1
2.3.2
3
3.1
XII Contents
3.2
3.3
3.4
3.4.1
3.4.2
3.4.3
3.5
3.6
3.7
4
4.1
4.1.1
4.1.2
4.1.3
4.2
4.3
Part II Nonparametric Prediction from Functional Data
5
5.1
5.2
5.3
5.4
6
6.1
6.2
6.2.1
6.2.2
6.2.3
6.2.4
6.2.5
6.3
6.3.1
6.3.2
6.3.3
6.3.4
6.3.5
6.4
6.4.1
6.4.2
6.4.3
Contents XIII
Computational Issues
7.1
7.1.1
7.1.2
7.1.3
7.2
7.2.1
7.2.2
7.3
Part III Nonparametric Classification of Functional Data
8
8.1
8.2
8.3
8.3.1
8.3.2
8.3.3
8.4
8.4.1
8.4.2
8.5
8.6
9
9.1
9.2
9.2.1
9.2.2
9.2.3
9.3
9.4
9.4.1
9.4.2
9.4.3
9.4.4
9.5
9.6
9.6.1
9.7
9.7.1
9.7.2
9.7.3
XIV Contents
9.7.4
9.8
Part IV Nonparametric Methods for Dependent Functional Data
10
10.1
10.2
10.3
10.4
11
11.1
11.2
11.2.1
11.2.2
11.2.3
11.2.4
11.3
11.3.1
11.3.2
11.3.3
11.3.4
11.4
11.4.1
11.4.2
11.4.3
11.4.4
11.5
11.5.1
11.5.2
11.6
11.6.1
11.6.2
11.7
11.7.1
11.7.2
11.7.3
12
12.1
12.2
12.3
12.4
Contents
12.4.1
12.4.2
12.4.3
Part V Conclusions
13
13.1
13.2
13.3
13.3.1
13.3.2
13.3.3
13.4
13.5
13.6
14
Appendix: Some Probabilistic Tools
A.I Almost Complete Convergence
A.2 Exponential Inequalities for Independent r.r.v
A.3 Inequalities for Mixing r.r.v
References
Index |
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| spelling | Ferraty, Frédéric Verfasser aut Nonparametric functional data analysis theory and practice Frédéric Ferraty ; Philippe Vieu New York, NY Springer 2006 XX, 258 S. graph. Darst. txt rdacontent n rdamedia nc rdacarrier Springer series in statistics Funktionale Datenanalyse Nichtparametrisches Verfahren / Statistische Methodenlehre / Theorie Funktionale Datenanalyse (DE-588)4699227-3 gnd rswk-swf Funktionale Datenanalyse (DE-588)4699227-3 s DE-604 Vieu, Philippe Verfasser aut Digitalisierung UB Regensburg application/pdf http://bvbr.bib-bvb.de:8991/F?func=service&doc_library=BVB01&local_base=BVB01&doc_number=014773222&sequence=000002&line_number=0001&func_code=DB_RECORDS&service_type=MEDIA Inhaltsverzeichnis |
| spellingShingle | Ferraty, Frédéric Vieu, Philippe Nonparametric functional data analysis theory and practice Funktionale Datenanalyse Nichtparametrisches Verfahren / Statistische Methodenlehre / Theorie Funktionale Datenanalyse (DE-588)4699227-3 gnd |
| subject_GND | (DE-588)4699227-3 |
| title | Nonparametric functional data analysis theory and practice |
| title_auth | Nonparametric functional data analysis theory and practice |
| title_exact_search | Nonparametric functional data analysis theory and practice |
| title_exact_search_txtP | Nonparametric functional data analysis theory and practice |
| title_full | Nonparametric functional data analysis theory and practice Frédéric Ferraty ; Philippe Vieu |
| title_fullStr | Nonparametric functional data analysis theory and practice Frédéric Ferraty ; Philippe Vieu |
| title_full_unstemmed | Nonparametric functional data analysis theory and practice Frédéric Ferraty ; Philippe Vieu |
| title_short | Nonparametric functional data analysis |
| title_sort | nonparametric functional data analysis theory and practice |
| title_sub | theory and practice |
| topic | Funktionale Datenanalyse Nichtparametrisches Verfahren / Statistische Methodenlehre / Theorie Funktionale Datenanalyse (DE-588)4699227-3 gnd |
| topic_facet | Funktionale Datenanalyse Nichtparametrisches Verfahren / Statistische Methodenlehre / Theorie |
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