Analysis of neural data:
Saved in:
| Main Authors: | , , |
|---|---|
| Format: | Electronic eBook |
| Language: | English |
| Published: |
New York, NY [u.a.]
Springer
2014
|
| Series: | Springer series in statistics
|
| Subjects: | |
| Online Access: | DE-634 DE-861 DE-91 DE-384 DE-19 DE-703 DE-20 DE-739 Volltext Inhaltsverzeichnis Abstract |
| Physical Description: | 1 Online-Ressource |
| ISBN: | 9781461496014 9781461496021 |
| DOI: | 10.1007/978-1-4614-9602-1 |
Staff View
MARC
| LEADER | 00000nam a2200000zc 4500 | ||
|---|---|---|---|
| 001 | BV041816078 | ||
| 003 | DE-604 | ||
| 005 | 20151102 | ||
| 007 | cr|uuu---uuuuu | ||
| 008 | 140425s2014 xx o|||| 00||| eng d | ||
| 015 | |a 14,O04 |2 dnb | ||
| 016 | 7 | |a 1048048411 |2 DE-101 | |
| 020 | |a 9781461496014 |9 978-1-4614-9601-4 | ||
| 020 | |a 9781461496021 |c Online |9 978-1-4614-9602-1 | ||
| 024 | 7 | |a 10.1007/978-1-4614-9602-1 |2 doi | |
| 024 | 3 | |a 9781461496021 | |
| 035 | |a (OCoLC)875573897 | ||
| 035 | |a (DE-599)DNB1048048411 | ||
| 040 | |a DE-604 |b ger |e rakddb | ||
| 041 | 0 | |a eng | |
| 049 | |a DE-703 |a DE-91 |a DE-739 |a DE-20 |a DE-19 |a DE-634 |a DE-861 |a DE-384 |a DE-83 | ||
| 084 | |a MAT 000 |2 stub | ||
| 084 | |a PHY 825f |2 stub | ||
| 084 | |a BIO 110f |2 stub | ||
| 084 | |a PHY 015f |2 stub | ||
| 084 | |a BIO 781f |2 stub | ||
| 100 | 1 | |a Kass, Robert E. |d 1952- |e Verfasser |0 (DE-588)173121802 |4 aut | |
| 245 | 1 | 0 | |a Analysis of neural data |c Robert E. Kass ; Uri T. Eden ; Emery N. Brown |
| 264 | 1 | |a New York, NY [u.a.] |b Springer |c 2014 | |
| 300 | |a 1 Online-Ressource | ||
| 336 | |b txt |2 rdacontent | ||
| 337 | |b c |2 rdamedia | ||
| 338 | |b cr |2 rdacarrier | ||
| 490 | 0 | |a Springer series in statistics | |
| 650 | 0 | 7 | |a Neurowissenschaften |0 (DE-588)7555119-6 |2 gnd |9 rswk-swf |
| 650 | 0 | 7 | |a Statistik |0 (DE-588)4056995-0 |2 gnd |9 rswk-swf |
| 689 | 0 | 0 | |a Neurowissenschaften |0 (DE-588)7555119-6 |D s |
| 689 | 0 | 1 | |a Statistik |0 (DE-588)4056995-0 |D s |
| 689 | 0 | |5 DE-604 | |
| 700 | 1 | |a Eden, Uri T. |e Verfasser |0 (DE-588)1049229681 |4 aut | |
| 700 | 1 | |a Brown, Emery N. |e Verfasser |4 aut | |
| 856 | 4 | 0 | |u https://doi.org/10.1007/978-1-4614-9602-1 |x Verlag |3 Volltext |
| 856 | 4 | 2 | |m Springer Fremddatenuebernahme |q application/pdf |u http://bvbr.bib-bvb.de:8991/F?func=service&doc_library=BVB01&local_base=BVB01&doc_number=027261318&sequence=000001&line_number=0001&func_code=DB_RECORDS&service_type=MEDIA |3 Inhaltsverzeichnis |
| 856 | 4 | 2 | |m Springer Fremddatenuebernahme |q application/pdf |u http://bvbr.bib-bvb.de:8991/F?func=service&doc_library=BVB01&local_base=BVB01&doc_number=027261318&sequence=000003&line_number=0002&func_code=DB_RECORDS&service_type=MEDIA |3 Abstract |
| 912 | |a ZDB-2-SMA | ||
| 943 | 1 | |a oai:aleph.bib-bvb.de:BVB01-027261318 | |
| 966 | e | |u https://doi.org/10.1007/978-1-4614-9602-1 |l DE-634 |p ZDB-2-SMA |x Verlag |3 Volltext | |
| 966 | e | |u https://doi.org/10.1007/978-1-4614-9602-1 |l DE-861 |p ZDB-2-SMA |x Verlag |3 Volltext | |
| 966 | e | |u https://doi.org/10.1007/978-1-4614-9602-1 |l DE-91 |p ZDB-2-SMA |x Verlag |3 Volltext | |
| 966 | e | |u https://doi.org/10.1007/978-1-4614-9602-1 |l DE-384 |p ZDB-2-SMA |x Verlag |3 Volltext | |
| 966 | e | |u https://doi.org/10.1007/978-1-4614-9602-1 |l DE-19 |p ZDB-2-SMA |x Verlag |3 Volltext | |
| 966 | e | |u https://doi.org/10.1007/978-1-4614-9602-1 |l DE-703 |p ZDB-2-SMA |x Verlag |3 Volltext | |
| 966 | e | |u https://doi.org/10.1007/978-1-4614-9602-1 |l DE-20 |p ZDB-2-SMA |x Verlag |3 Volltext | |
| 966 | e | |u https://doi.org/10.1007/978-1-4614-9602-1 |l DE-739 |p ZDB-2-SMA |x Verlag |3 Volltext | |
Record in the Search Index
| _version_ | 1821229360905977856 |
|---|---|
| adam_text |
ANALYSIS OF NEURAL DATA
/ KASS, ROBERT E.
: 2014
TABLE OF CONTENTS / INHALTSVERZEICHNIS
INTRODUCTION
EXPLORING DATA
PROBABILITY AND RANDOM VARIABLES
RANDOM VECTORS
IMPORTANT PROBABILITY DISTRIBUTIONS
SEQUENCES OF RANDOM VARIABLES
ESTIMATION AND UNCERTAINTY
ESTIMATION IN THEORY AND PRACTICE
UNCERTAINTY AND THE BOOTSTRAP
STATISTICAL SIGNIFICANCE
GENERAL METHODS FOR TESTING HYPOTHESES
LINEAR REGRESSION
ANALYSIS OF VARIANCE
GENERALIZED REGRESSION
NONPARAMETRIC REGRESSION
BAYESIAN METHODS
MULTIVARIATE ANALYSIS
TIME SERIES
POINT PROCESSES
APPENDIX: MATHEMATICAL BACKGROUND
EXAMPLE INDEX
INDEX
BIBLIOGRAPHY
DIESES SCHRIFTSTUECK WURDE MASCHINELL ERZEUGT.
ANALYSIS OF NEURAL DATA
/ KASS, ROBERT E.
: 2014
ABSTRACT / INHALTSTEXT
CONTINUAL IMPROVEMENTS IN DATA COLLECTION AND PROCESSING HAVE HAD A HUGE
IMPACT ON BRAIN RESEARCH, PRODUCING DATA SETS THAT ARE OFTEN LARGE AND
COMPLICATED. BY EMPHASIZING A FEW FUNDAMENTAL PRINCIPLES, AND A HANDFUL
OF UBIQUITOUS TECHNIQUES, ANALYSIS OF NEURAL DATA PROVIDES A UNIFIED
TREATMENT OF ANALYTICAL METHODS THAT HAVE BECOME ESSENTIAL FOR
CONTEMPORARY RESEARCHERS. THROUGHOUT THE BOOK IDEAS ARE ILLUSTRATED WITH
MORE THAN 100 EXAMPLES DRAWN FROM THE LITERATURE, RANGING FROM
ELECTROPHYSIOLOGY, TO NEUROIMAGING, TO BEHAVIOR. BY DEMONSTRATING THE
COMMONALITY AMONG VARIOUS STATISTICAL APPROACHES THE AUTHORS PROVIDE THE
CRUCIAL TOOLS FOR GAINING KNOWLEDGE FROM DIVERSE TYPES OF DATA. AIMED AT
EXPERIMENTALISTS WITH ONLY HIGH-SCHOOL LEVEL MATHEMATICS, AS WELL AS
COMPUTATIONALLY-ORIENTED NEUROSCIENTISTS WHO HAVE LIMITED FAMILIARITY
WITH STATISTICS, ANALYSIS OF NEURAL DATA SERVES AS BOTH A SELF-CONTAINED
INTRODUCTION AND A REFERENCE WORK
DIESES SCHRIFTSTUECK WURDE MASCHINELL ERZEUGT. |
| any_adam_object | 1 |
| author | Kass, Robert E. 1952- Eden, Uri T. Brown, Emery N. |
| author_GND | (DE-588)173121802 (DE-588)1049229681 |
| author_facet | Kass, Robert E. 1952- Eden, Uri T. Brown, Emery N. |
| author_role | aut aut aut |
| author_sort | Kass, Robert E. 1952- |
| author_variant | r e k re rek u t e ut ute e n b en enb |
| building | Verbundindex |
| bvnumber | BV041816078 |
| classification_tum | MAT 000 PHY 825f BIO 110f PHY 015f BIO 781f |
| collection | ZDB-2-SMA |
| ctrlnum | (OCoLC)875573897 (DE-599)DNB1048048411 |
| discipline | Physik Biologie Informatik Mathematik |
| doi_str_mv | 10.1007/978-1-4614-9602-1 |
| format | Electronic eBook |
| fullrecord | <?xml version="1.0" encoding="UTF-8"?><collection xmlns="http://www.loc.gov/MARC21/slim"><record><leader>00000nam a2200000zc 4500</leader><controlfield tag="001">BV041816078</controlfield><controlfield tag="003">DE-604</controlfield><controlfield tag="005">20151102</controlfield><controlfield tag="007">cr|uuu---uuuuu</controlfield><controlfield tag="008">140425s2014 xx o|||| 00||| eng d</controlfield><datafield tag="015" ind1=" " ind2=" "><subfield code="a">14,O04</subfield><subfield code="2">dnb</subfield></datafield><datafield tag="016" ind1="7" ind2=" "><subfield code="a">1048048411</subfield><subfield code="2">DE-101</subfield></datafield><datafield tag="020" ind1=" " ind2=" "><subfield code="a">9781461496014</subfield><subfield code="9">978-1-4614-9601-4</subfield></datafield><datafield tag="020" ind1=" " ind2=" "><subfield code="a">9781461496021</subfield><subfield code="c">Online</subfield><subfield code="9">978-1-4614-9602-1</subfield></datafield><datafield tag="024" ind1="7" ind2=" "><subfield code="a">10.1007/978-1-4614-9602-1</subfield><subfield code="2">doi</subfield></datafield><datafield tag="024" ind1="3" ind2=" "><subfield code="a">9781461496021</subfield></datafield><datafield tag="035" ind1=" " ind2=" "><subfield code="a">(OCoLC)875573897</subfield></datafield><datafield tag="035" ind1=" " ind2=" "><subfield code="a">(DE-599)DNB1048048411</subfield></datafield><datafield tag="040" ind1=" " ind2=" "><subfield code="a">DE-604</subfield><subfield code="b">ger</subfield><subfield code="e">rakddb</subfield></datafield><datafield tag="041" ind1="0" ind2=" "><subfield code="a">eng</subfield></datafield><datafield tag="049" ind1=" " ind2=" "><subfield code="a">DE-703</subfield><subfield code="a">DE-91</subfield><subfield code="a">DE-739</subfield><subfield code="a">DE-20</subfield><subfield code="a">DE-19</subfield><subfield code="a">DE-634</subfield><subfield code="a">DE-861</subfield><subfield code="a">DE-384</subfield><subfield code="a">DE-83</subfield></datafield><datafield tag="084" ind1=" " ind2=" "><subfield code="a">MAT 000</subfield><subfield code="2">stub</subfield></datafield><datafield tag="084" ind1=" " ind2=" "><subfield code="a">PHY 825f</subfield><subfield code="2">stub</subfield></datafield><datafield tag="084" ind1=" " ind2=" "><subfield code="a">BIO 110f</subfield><subfield code="2">stub</subfield></datafield><datafield tag="084" ind1=" " ind2=" "><subfield code="a">PHY 015f</subfield><subfield code="2">stub</subfield></datafield><datafield tag="084" ind1=" " ind2=" "><subfield code="a">BIO 781f</subfield><subfield code="2">stub</subfield></datafield><datafield tag="100" ind1="1" ind2=" "><subfield code="a">Kass, Robert E.</subfield><subfield code="d">1952-</subfield><subfield code="e">Verfasser</subfield><subfield code="0">(DE-588)173121802</subfield><subfield code="4">aut</subfield></datafield><datafield tag="245" ind1="1" ind2="0"><subfield code="a">Analysis of neural data</subfield><subfield code="c">Robert E. Kass ; Uri T. Eden ; Emery N. Brown</subfield></datafield><datafield tag="264" ind1=" " ind2="1"><subfield code="a">New York, NY [u.a.]</subfield><subfield code="b">Springer</subfield><subfield code="c">2014</subfield></datafield><datafield tag="300" ind1=" " ind2=" "><subfield code="a">1 Online-Ressource</subfield></datafield><datafield tag="336" ind1=" " ind2=" "><subfield code="b">txt</subfield><subfield code="2">rdacontent</subfield></datafield><datafield tag="337" ind1=" " ind2=" "><subfield code="b">c</subfield><subfield code="2">rdamedia</subfield></datafield><datafield tag="338" ind1=" " ind2=" "><subfield code="b">cr</subfield><subfield code="2">rdacarrier</subfield></datafield><datafield tag="490" ind1="0" ind2=" "><subfield code="a">Springer series in statistics</subfield></datafield><datafield tag="650" ind1="0" ind2="7"><subfield code="a">Neurowissenschaften</subfield><subfield code="0">(DE-588)7555119-6</subfield><subfield code="2">gnd</subfield><subfield code="9">rswk-swf</subfield></datafield><datafield tag="650" ind1="0" ind2="7"><subfield code="a">Statistik</subfield><subfield code="0">(DE-588)4056995-0</subfield><subfield code="2">gnd</subfield><subfield code="9">rswk-swf</subfield></datafield><datafield tag="689" ind1="0" ind2="0"><subfield code="a">Neurowissenschaften</subfield><subfield code="0">(DE-588)7555119-6</subfield><subfield code="D">s</subfield></datafield><datafield tag="689" ind1="0" ind2="1"><subfield code="a">Statistik</subfield><subfield code="0">(DE-588)4056995-0</subfield><subfield code="D">s</subfield></datafield><datafield tag="689" ind1="0" ind2=" "><subfield code="5">DE-604</subfield></datafield><datafield tag="700" ind1="1" ind2=" "><subfield code="a">Eden, Uri T.</subfield><subfield code="e">Verfasser</subfield><subfield code="0">(DE-588)1049229681</subfield><subfield code="4">aut</subfield></datafield><datafield tag="700" ind1="1" ind2=" "><subfield code="a">Brown, Emery N.</subfield><subfield code="e">Verfasser</subfield><subfield code="4">aut</subfield></datafield><datafield tag="856" ind1="4" ind2="0"><subfield code="u">https://doi.org/10.1007/978-1-4614-9602-1</subfield><subfield code="x">Verlag</subfield><subfield code="3">Volltext</subfield></datafield><datafield tag="856" ind1="4" ind2="2"><subfield code="m">Springer Fremddatenuebernahme</subfield><subfield code="q">application/pdf</subfield><subfield code="u">http://bvbr.bib-bvb.de:8991/F?func=service&doc_library=BVB01&local_base=BVB01&doc_number=027261318&sequence=000001&line_number=0001&func_code=DB_RECORDS&service_type=MEDIA</subfield><subfield code="3">Inhaltsverzeichnis</subfield></datafield><datafield tag="856" ind1="4" ind2="2"><subfield code="m">Springer Fremddatenuebernahme</subfield><subfield code="q">application/pdf</subfield><subfield code="u">http://bvbr.bib-bvb.de:8991/F?func=service&doc_library=BVB01&local_base=BVB01&doc_number=027261318&sequence=000003&line_number=0002&func_code=DB_RECORDS&service_type=MEDIA</subfield><subfield code="3">Abstract</subfield></datafield><datafield tag="912" ind1=" " ind2=" "><subfield code="a">ZDB-2-SMA</subfield></datafield><datafield tag="943" ind1="1" ind2=" "><subfield code="a">oai:aleph.bib-bvb.de:BVB01-027261318</subfield></datafield><datafield tag="966" ind1="e" ind2=" "><subfield code="u">https://doi.org/10.1007/978-1-4614-9602-1</subfield><subfield code="l">DE-634</subfield><subfield code="p">ZDB-2-SMA</subfield><subfield code="x">Verlag</subfield><subfield code="3">Volltext</subfield></datafield><datafield tag="966" ind1="e" ind2=" "><subfield code="u">https://doi.org/10.1007/978-1-4614-9602-1</subfield><subfield code="l">DE-861</subfield><subfield code="p">ZDB-2-SMA</subfield><subfield code="x">Verlag</subfield><subfield code="3">Volltext</subfield></datafield><datafield tag="966" ind1="e" ind2=" "><subfield code="u">https://doi.org/10.1007/978-1-4614-9602-1</subfield><subfield code="l">DE-91</subfield><subfield code="p">ZDB-2-SMA</subfield><subfield code="x">Verlag</subfield><subfield code="3">Volltext</subfield></datafield><datafield tag="966" ind1="e" ind2=" "><subfield code="u">https://doi.org/10.1007/978-1-4614-9602-1</subfield><subfield code="l">DE-384</subfield><subfield code="p">ZDB-2-SMA</subfield><subfield code="x">Verlag</subfield><subfield code="3">Volltext</subfield></datafield><datafield tag="966" ind1="e" ind2=" "><subfield code="u">https://doi.org/10.1007/978-1-4614-9602-1</subfield><subfield code="l">DE-19</subfield><subfield code="p">ZDB-2-SMA</subfield><subfield code="x">Verlag</subfield><subfield code="3">Volltext</subfield></datafield><datafield tag="966" ind1="e" ind2=" "><subfield code="u">https://doi.org/10.1007/978-1-4614-9602-1</subfield><subfield code="l">DE-703</subfield><subfield code="p">ZDB-2-SMA</subfield><subfield code="x">Verlag</subfield><subfield code="3">Volltext</subfield></datafield><datafield tag="966" ind1="e" ind2=" "><subfield code="u">https://doi.org/10.1007/978-1-4614-9602-1</subfield><subfield code="l">DE-20</subfield><subfield code="p">ZDB-2-SMA</subfield><subfield code="x">Verlag</subfield><subfield code="3">Volltext</subfield></datafield><datafield tag="966" ind1="e" ind2=" "><subfield code="u">https://doi.org/10.1007/978-1-4614-9602-1</subfield><subfield code="l">DE-739</subfield><subfield code="p">ZDB-2-SMA</subfield><subfield code="x">Verlag</subfield><subfield code="3">Volltext</subfield></datafield></record></collection> |
| id | DE-604.BV041816078 |
| illustrated | Not Illustrated |
| indexdate | 2025-01-14T13:01:05Z |
| institution | BVB |
| isbn | 9781461496014 9781461496021 |
| language | English |
| oai_aleph_id | oai:aleph.bib-bvb.de:BVB01-027261318 |
| oclc_num | 875573897 |
| open_access_boolean | |
| owner | DE-703 DE-91 DE-BY-TUM DE-739 DE-20 DE-19 DE-BY-UBM DE-634 DE-861 DE-384 DE-83 |
| owner_facet | DE-703 DE-91 DE-BY-TUM DE-739 DE-20 DE-19 DE-BY-UBM DE-634 DE-861 DE-384 DE-83 |
| physical | 1 Online-Ressource |
| psigel | ZDB-2-SMA |
| publishDate | 2014 |
| publishDateSearch | 2014 |
| publishDateSort | 2014 |
| publisher | Springer |
| record_format | marc |
| series2 | Springer series in statistics |
| spelling | Kass, Robert E. 1952- Verfasser (DE-588)173121802 aut Analysis of neural data Robert E. Kass ; Uri T. Eden ; Emery N. Brown New York, NY [u.a.] Springer 2014 1 Online-Ressource txt rdacontent c rdamedia cr rdacarrier Springer series in statistics Neurowissenschaften (DE-588)7555119-6 gnd rswk-swf Statistik (DE-588)4056995-0 gnd rswk-swf Neurowissenschaften (DE-588)7555119-6 s Statistik (DE-588)4056995-0 s DE-604 Eden, Uri T. Verfasser (DE-588)1049229681 aut Brown, Emery N. Verfasser aut https://doi.org/10.1007/978-1-4614-9602-1 Verlag Volltext Springer Fremddatenuebernahme application/pdf http://bvbr.bib-bvb.de:8991/F?func=service&doc_library=BVB01&local_base=BVB01&doc_number=027261318&sequence=000001&line_number=0001&func_code=DB_RECORDS&service_type=MEDIA Inhaltsverzeichnis Springer Fremddatenuebernahme application/pdf http://bvbr.bib-bvb.de:8991/F?func=service&doc_library=BVB01&local_base=BVB01&doc_number=027261318&sequence=000003&line_number=0002&func_code=DB_RECORDS&service_type=MEDIA Abstract |
| spellingShingle | Kass, Robert E. 1952- Eden, Uri T. Brown, Emery N. Analysis of neural data Neurowissenschaften (DE-588)7555119-6 gnd Statistik (DE-588)4056995-0 gnd |
| subject_GND | (DE-588)7555119-6 (DE-588)4056995-0 |
| title | Analysis of neural data |
| title_auth | Analysis of neural data |
| title_exact_search | Analysis of neural data |
| title_full | Analysis of neural data Robert E. Kass ; Uri T. Eden ; Emery N. Brown |
| title_fullStr | Analysis of neural data Robert E. Kass ; Uri T. Eden ; Emery N. Brown |
| title_full_unstemmed | Analysis of neural data Robert E. Kass ; Uri T. Eden ; Emery N. Brown |
| title_short | Analysis of neural data |
| title_sort | analysis of neural data |
| topic | Neurowissenschaften (DE-588)7555119-6 gnd Statistik (DE-588)4056995-0 gnd |
| topic_facet | Neurowissenschaften Statistik |
| url | https://doi.org/10.1007/978-1-4614-9602-1 http://bvbr.bib-bvb.de:8991/F?func=service&doc_library=BVB01&local_base=BVB01&doc_number=027261318&sequence=000001&line_number=0001&func_code=DB_RECORDS&service_type=MEDIA http://bvbr.bib-bvb.de:8991/F?func=service&doc_library=BVB01&local_base=BVB01&doc_number=027261318&sequence=000003&line_number=0002&func_code=DB_RECORDS&service_type=MEDIA |
| work_keys_str_mv | AT kassroberte analysisofneuraldata AT edenurit analysisofneuraldata AT brownemeryn analysisofneuraldata |