Verfügbarkeit: Modern statistical methods for HCI

Modern statistical methods for HCI:

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Bibliographische Detailangaben
Weitere Verfasser:	Robertson, Judy (HerausgeberIn), Kaptein, Maurits 1983- (HerausgeberIn)
Format:	Elektronisch E-Book
Sprache:	English
Veröffentlicht:	Cham Springer International Publishing 2016
Schriftenreihe:	Human–Computer Interaction Series
Schlagworte:	Computer science User interfaces (Computer systems) Statistics User Interfaces and Human Computer Interaction Statistics for Social Science, Behavorial Science, Education, Public Policy, and Law Informatik Statistik Mensch-Maschine-Kommunikation Benutzeroberfläche
Online-Zugang:	BTU01 FHA01 FHI01 FHM01 FHN01 FHR01 FKE01 FRO01 HTW01 TUM01 UBG01 UBM01 UBR01 UBT01 UBW01 UBY01 UER01 UPA01 Volltext Inhaltsverzeichnis Abstract
Beschreibung:	1 Online-Ressource (XX, 348 Seiten) Illustrationen
ISBN:	9783319266336 9783319266312
ISSN:	1571-5035
DOI:	10.1007/978-3-319-26633-6

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MARC


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Datensatz im Suchindex

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adam_text	MODERN STATISTICAL METHODS FOR HCI / : 2016 TABLE OF CONTENTS / INHALTSVERZEICHNIS PREFACE AN INTRODUCTION TO MODERN STATISTICAL METHODS FOR HCI PART I: GETTING STARTED WITH DATA ANALYSIS GETTING STARTED WITH [R]: A BRIEF INTRODUCTION DESCRIPTIVE STATISTICS, GRAPHS, AND VISUALIZATION HANDLING MISSING DATA PART II: CLASSICAL NULL HYPOTHESIS SIGNIFICANCE TESTING DONE PROPERLY EFFECT SIZES AND POWER IN HCI USING R FOR REPEATED AND TIME-SERIES OBSERVATIONS NON-PARAMETRIC STATISTICS IN HUMAN-COMPUTER INTERACTION PART III : BAYESIAN INFERENCE BAYESIAN INFERENCE BAYESIAN TESTING OF CONSTRAINED HYPOTHESIS PART IV: ADVANCED MODELING IN HCI LATENT VARIABLE MODELS USING GENERALIZED LINEAR (MIXED) MODELS IN HCI MIXTURE MODELS: LATENT PROFILE AND LATENT CLASS ANALYSIS PART V: IMPROVING STATISTICAL PRACTICE IN HCI FAIR STATISTICAL COMMUNICATION IN HCI IMPROVING STATISTICAL PRACTICE IN HCI. DIESES SCHRIFTSTUECK WURDE MASCHINELL ERZEUGT. MODERN STATISTICAL METHODS FOR HCI / : 2016 ABSTRACT / INHALTSTEXT THIS BOOK CRITICALLY REFLECTS ON CURRENT STATISTICAL METHODS USED IN HUMAN-COMPUTER INTERACTION (HCI) AND INTRODUCES A NUMBER OF NOVEL METHODS TO THE READER. COVERING MANY TECHNIQUES AND APPROACHES FOR EXPLORATORY DATA ANALYSIS INCLUDING EFFECT AND POWER CALCULATIONS, EXPERIMENTAL DESIGN, EVENT HISTORY ANALYSIS, NON-PARAMETRIC TESTING AND BAYESIAN INFERENCE; THE RESEARCH CONTAINED IN THIS BOOK DISCUSSES HOW TO COMMUNICATE STATISTICAL RESULTS FAIRLY, AS WELL AS PRESENTING A GENERAL SET OF RECOMMENDATIONS FOR AUTHORS AND REVIEWERS TO IMPROVE THE QUALITY OF STATISTICAL ANALYSIS IN HCI. EACH CHAPTER PRESENTS [R] CODE FOR RUNNING ANALYSES ON HCI EXAMPLES AND EXPLAINS HOW THE RESULTS CAN BE INTERPRETED. MODERN STATISTICAL METHODS FOR HCI IS AIMED AT RESEARCHERS AND GRADUATE STUDENTS WHO HAVE SOME KNOWLEDGE OF “TRADITIONAL” NULL HYPOTHESIS SIGNIFICANCE TESTING, BUT WHO WISH TO IMPROVE THEIR PRACTICE BY USING TECHNIQUES WHICH HAVE RECENTLY EMERGED FROM STATISTICS AND RELATED FIELDS. THIS BOOK CRITICALLY EVALUATES CURRENT PRACTICES WITHIN THE FIELD AND SUPPORTS A LESS RIGID, PROCEDURAL VIEW OF STATISTICS IN FAVOUR OF FAIR STATISTICAL COMMUNICATION DIESES SCHRIFTSTUECK WURDE MASCHINELL ERZEUGT.
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id	DE-604.BV043503970
illustrated	Not Illustrated
indexdate	2024-07-10T07:27:28Z
institution	BVB
isbn	9783319266336 9783319266312
issn	1571-5035
language	English
oai_aleph_id	oai:aleph.bib-bvb.de:BVB01-028920315
oclc_num	946154773
open_access_boolean
owner	DE-355 DE-BY-UBR DE-523 DE-19 DE-BY-UBM DE-Aug4 DE-898 DE-BY-UBR DE-861 DE-M347 DE-573 DE-859 DE-703 DE-473 DE-BY-UBG DE-29 DE-20 DE-739 DE-634 DE-92 DE-91 DE-BY-TUM DE-706
owner_facet	DE-355 DE-BY-UBR DE-523 DE-19 DE-BY-UBM DE-Aug4 DE-898 DE-BY-UBR DE-861 DE-M347 DE-573 DE-859 DE-703 DE-473 DE-BY-UBG DE-29 DE-20 DE-739 DE-634 DE-92 DE-91 DE-BY-TUM DE-706
physical	1 Online-Ressource (XX, 348 Seiten) Illustrationen
psigel	ZDB-30-PQE ZDB-2-SCS ZDB-2-SCS_2016 ZDB-30-PQE TUM_Einzelkauf ZDB-30-PQE UBY01_Einzelkauf24
publishDate	2016
publishDateSearch	2016
publishDateSort	2016
publisher	Springer International Publishing
record_format	marc
series2	Human–Computer Interaction Series
spelling	Modern statistical methods for HCI edited by Judy Robertson, Maurits Kaptein Cham Springer International Publishing 2016 1 Online-Ressource (XX, 348 Seiten) Illustrationen txt rdacontent c rdamedia cr rdacarrier Human–Computer Interaction Series 1571-5035 Computer science User interfaces (Computer systems) Statistics User Interfaces and Human Computer Interaction Statistics for Social Science, Behavorial Science, Education, Public Policy, and Law Informatik Statistik Statistik (DE-588)4056995-0 gnd rswk-swf Mensch-Maschine-Kommunikation (DE-588)4125909-9 gnd rswk-swf Informatik (DE-588)4026894-9 gnd rswk-swf Benutzeroberfläche (DE-588)4131424-4 gnd rswk-swf Informatik (DE-588)4026894-9 s Benutzeroberfläche (DE-588)4131424-4 s Mensch-Maschine-Kommunikation (DE-588)4125909-9 s Statistik (DE-588)4056995-0 s DE-604 Robertson, Judy (DE-588)1100727698 edt Kaptein, Maurits 1983- (DE-588)1100728430 edt https://doi.org/10.1007/978-3-319-26633-6 Verlag URL des Erstveröffentlichers Volltext Springer Fremddatenuebernahme application/pdf http://bvbr.bib-bvb.de:8991/F?func=service&doc_library=BVB01&local_base=BVB01&doc_number=028920315&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=028920315&sequence=000003&line_number=0002&func_code=DB_RECORDS&service_type=MEDIA Abstract
spellingShingle	Modern statistical methods for HCI Computer science User interfaces (Computer systems) Statistics User Interfaces and Human Computer Interaction Statistics for Social Science, Behavorial Science, Education, Public Policy, and Law Informatik Statistik Statistik (DE-588)4056995-0 gnd Mensch-Maschine-Kommunikation (DE-588)4125909-9 gnd Informatik (DE-588)4026894-9 gnd Benutzeroberfläche (DE-588)4131424-4 gnd
subject_GND	(DE-588)4056995-0 (DE-588)4125909-9 (DE-588)4026894-9 (DE-588)4131424-4
title	Modern statistical methods for HCI
title_auth	Modern statistical methods for HCI
title_exact_search	Modern statistical methods for HCI
title_full	Modern statistical methods for HCI edited by Judy Robertson, Maurits Kaptein
title_fullStr	Modern statistical methods for HCI edited by Judy Robertson, Maurits Kaptein
title_full_unstemmed	Modern statistical methods for HCI edited by Judy Robertson, Maurits Kaptein
title_short	Modern statistical methods for HCI
title_sort	modern statistical methods for hci
topic	Computer science User interfaces (Computer systems) Statistics User Interfaces and Human Computer Interaction Statistics for Social Science, Behavorial Science, Education, Public Policy, and Law Informatik Statistik Statistik (DE-588)4056995-0 gnd Mensch-Maschine-Kommunikation (DE-588)4125909-9 gnd Informatik (DE-588)4026894-9 gnd Benutzeroberfläche (DE-588)4131424-4 gnd
topic_facet	Computer science User interfaces (Computer systems) Statistics User Interfaces and Human Computer Interaction Statistics for Social Science, Behavorial Science, Education, Public Policy, and Law Informatik Statistik Mensch-Maschine-Kommunikation Benutzeroberfläche
url	https://doi.org/10.1007/978-3-319-26633-6 http://bvbr.bib-bvb.de:8991/F?func=service&doc_library=BVB01&local_base=BVB01&doc_number=028920315&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=028920315&sequence=000003&line_number=0002&func_code=DB_RECORDS&service_type=MEDIA
work_keys_str_mv	AT robertsonjudy modernstatisticalmethodsforhci AT kapteinmaurits modernstatisticalmethodsforhci

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