A new binning approach for fast kernel smoothing:
Saved in:
| Main Author: | |
|---|---|
| Format: | Thesis Book |
| Language: | English |
| Published: |
2001
|
| Subjects: | |
| Online Access: | Inhaltsverzeichnis |
| Physical Description: | VIII, 159 S. graph. Darst. |
Staff View
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| 245 | 1 | 0 | |a A new binning approach for fast kernel smoothing |c vorgelegt von Jens-Uwe Scheer |
| 264 | 1 | |c 2001 | |
| 300 | |a VIII, 159 S. |b graph. Darst. | ||
| 336 | |b txt |2 rdacontent | ||
| 337 | |b n |2 rdamedia | ||
| 338 | |b nc |2 rdacarrier | ||
| 502 | |a Bonn, Univ., Diss., 2001 | ||
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Record in the Search Index
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|---|---|
| adam_text |
CONTENTS
1
INTRODUCTION
AND
SUMMARY
1
2
SOME
TOPICS
IN
KERNEL
DENSITY
ESTIMATION
7
2.1
NOTATION
AND
PRELIMINARIES
.
7
2.2
ISE,
MISE,
AND
AMISE
.
9
2.3
NORMAL
MIXTURES
AND
EXACT
MISE
CALCULATIONS
.
15
2.4
SIMPLE
RULES
FOR
BANDWIDTH
SELECTION
.
18
2.5
KERNEL
ESTIMATION
OF
.
20
2.5.1
PRELIMINARIES
AND
MOTIVATION
.
20
2.5.2
UNIFORM
FINITE
SAMPLE
POSITIVITY
.
22
2.5.3
CHOICE
OF
THE
SMOOTHING
PARAMETER
.
26
2.6
PLUG-IN
BANDWIDTH
SELECTION
.
28
2.6.1
DIRECT
PLUG-IN
.
28
2.6.2
THE
PLUG-IN
OF
ENGEL,
HERRMANN,
AND
GASSER
.
31
2.7
SOLVE-THE-EQUATION
RULES
.
32
2.8
OTHER
BANDWIDTH
SELECTORS
.
44
3
COMPUTING
KERNEL
DENSITY
ESTIMATORS
49
3.1
FOURIER
TRANSFORM
APPROACH
.
51
3.2
WARPED
KERNEL
DENSITY
ESTIMATORS
.
52
3.3
BINNED
KERNEL
DENSITY
ESTIMATORS
.
54
3.4
A
CLASS
OF
HIGHER
ORDER
BINNING
RULES
.
58
3.5
BINNED
KERNEL
DENSITY
FUNCTIONALS
.
60
3.6
HOW
TO
ASSESS
THE
ACCURACY
OF
DISCRETIZED
KERNEL
ESTIMATORS?
.
64
4
ACCURACY
OF
BINNED
APPROXIMATIONS
AND
A
NEW
BINNING
CON
CEPT
67
4.1
ACCURACY
OF
LINEAR
AND
SIMPLE
BINNED
DENSITY
FUNCTIONALS
.
68
4.2
NUMERICAL
ILLUSTRATION
.
75
4.3
MINIMUM
GRID
SIZE
COMPUTATION
.
85
4.4
ADAPTIVE
ACCURACY
CONTROL,
PART
I
.
87
4.5
LAGRANGIAN
BINNING
.
92
4.5.1
DEFINITION
AND
THEORETICAL
PROPERTIES
.
94
4.5.2
IMPLEMENTATION
OF
LAGRANGIAN
BINNED
FUNCTIONALS
.
96
4.5.3
COMPUTATION
OF
LAGRANGIAN
BIN
COUNTS
.
98
4.5.4
NUMERICAL
ILLUSTRATION
.
101
4.6
ADAPTIVE
ACCURACY
CONTROL,
PART
II
.
ILL
4.7
LAGRANGIAN
BINNED
KERNEL
DENSITY
ESTIMATES
.
113
4.8
CONCLUDING
REMARKS
.
127
5
HIGH
PERFORMANCE
BINNING
129
5.1
LOCAL
VERSUS
GLOBAL
SURFACE
APPROXIMATION
.
129
5.2
HERMITIAN
BINNING
.
132
5.2.1
IMPLEMENTATION
OF
HERMITIAN
BINNED
FUNCTIONALS
.
134
5.2.2
COMPUTATION
OF
HERMITIAN
BIN
COUNTS
.
139
5.2.3
NUMERICAL
ILLUSTRATION
.
141
5.2.4
HERMITIAN
BINNED
KERNEL
DENSITY
ESTIMATES
.
145
5.3
HERMITIAN
BINNING
IN
ACTION
.
148
5.4
CONCLUDING
REMARKS
.
152
REFERENCES
155
VIII |
| any_adam_object | 1 |
| author | Scheer, Jens-Uwe 1970- |
| author_GND | (DE-588)122851455 |
| author_facet | Scheer, Jens-Uwe 1970- |
| author_role | aut |
| author_sort | Scheer, Jens-Uwe 1970- |
| author_variant | j u s jus |
| building | Verbundindex |
| bvnumber | BV013671001 |
| ctrlnum | (OCoLC)48725073 (DE-599)BVBBV013671001 |
| format | Thesis Book |
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| genre | (DE-588)4113937-9 Hochschulschrift gnd-content |
| genre_facet | Hochschulschrift |
| id | DE-604.BV013671001 |
| illustrated | Illustrated |
| indexdate | 2024-08-14T01:00:50Z |
| institution | BVB |
| language | English |
| oai_aleph_id | oai:aleph.bib-bvb.de:BVB01-009339896 |
| oclc_num | 48725073 |
| open_access_boolean | |
| owner | DE-739 DE-355 DE-BY-UBR DE-384 DE-19 DE-BY-UBM DE-12 DE-703 DE-188 |
| owner_facet | DE-739 DE-355 DE-BY-UBR DE-384 DE-19 DE-BY-UBM DE-12 DE-703 DE-188 |
| physical | VIII, 159 S. graph. Darst. |
| publishDate | 2001 |
| publishDateSearch | 2001 |
| publishDateSort | 2001 |
| record_format | marc |
| spelling | Scheer, Jens-Uwe 1970- Verfasser (DE-588)122851455 aut A new binning approach for fast kernel smoothing vorgelegt von Jens-Uwe Scheer 2001 VIII, 159 S. graph. Darst. txt rdacontent n rdamedia nc rdacarrier Bonn, Univ., Diss., 2001 Hochschulschrift gtt Nichtparametrische Schätzung (DE-588)4203980-0 gnd rswk-swf Nichtparametrisches Verfahren (DE-588)4339273-8 gnd rswk-swf Glättung (DE-588)4157404-7 gnd rswk-swf Kernschätzung (DE-588)4353527-6 gnd rswk-swf (DE-588)4113937-9 Hochschulschrift gnd-content Nichtparametrisches Verfahren (DE-588)4339273-8 s Glättung (DE-588)4157404-7 s DE-604 Nichtparametrische Schätzung (DE-588)4203980-0 s Kernschätzung (DE-588)4353527-6 s DNB Datenaustausch application/pdf http://bvbr.bib-bvb.de:8991/F?func=service&doc_library=BVB01&local_base=BVB01&doc_number=009339896&sequence=000001&line_number=0001&func_code=DB_RECORDS&service_type=MEDIA Inhaltsverzeichnis |
| spellingShingle | Scheer, Jens-Uwe 1970- A new binning approach for fast kernel smoothing Hochschulschrift gtt Nichtparametrische Schätzung (DE-588)4203980-0 gnd Nichtparametrisches Verfahren (DE-588)4339273-8 gnd Glättung (DE-588)4157404-7 gnd Kernschätzung (DE-588)4353527-6 gnd |
| subject_GND | (DE-588)4203980-0 (DE-588)4339273-8 (DE-588)4157404-7 (DE-588)4353527-6 (DE-588)4113937-9 |
| title | A new binning approach for fast kernel smoothing |
| title_auth | A new binning approach for fast kernel smoothing |
| title_exact_search | A new binning approach for fast kernel smoothing |
| title_full | A new binning approach for fast kernel smoothing vorgelegt von Jens-Uwe Scheer |
| title_fullStr | A new binning approach for fast kernel smoothing vorgelegt von Jens-Uwe Scheer |
| title_full_unstemmed | A new binning approach for fast kernel smoothing vorgelegt von Jens-Uwe Scheer |
| title_short | A new binning approach for fast kernel smoothing |
| title_sort | a new binning approach for fast kernel smoothing |
| topic | Hochschulschrift gtt Nichtparametrische Schätzung (DE-588)4203980-0 gnd Nichtparametrisches Verfahren (DE-588)4339273-8 gnd Glättung (DE-588)4157404-7 gnd Kernschätzung (DE-588)4353527-6 gnd |
| topic_facet | Hochschulschrift Nichtparametrische Schätzung Nichtparametrisches Verfahren Glättung Kernschätzung |
| url | http://bvbr.bib-bvb.de:8991/F?func=service&doc_library=BVB01&local_base=BVB01&doc_number=009339896&sequence=000001&line_number=0001&func_code=DB_RECORDS&service_type=MEDIA |
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