Global business analytics models: concepts and applications in predictive, healthcare, supply chain, and finance analytics
Gespeichert in:
| 1. Verfasser: | |
|---|---|
| Format: | Buch |
| Sprache: | English |
| Veröffentlicht: |
[Erscheinungsort nicht ermittelbar]
Pearson
2016
|
| Schlagworte: | |
| Online-Zugang: | Inhaltsverzeichnis |
| Beschreibung: | XIV, 193 Seiten Diagramme |
| ISBN: | 9780134057606 |
Internformat
MARC
| LEADER | 00000nam a2200000 c 4500 | ||
|---|---|---|---|
| 001 | BV043656106 | ||
| 003 | DE-604 | ||
| 005 | 20170630 | ||
| 007 | t | ||
| 008 | 160705s2016 |||| |||| 00||| eng d | ||
| 020 | |a 9780134057606 |9 978-0-13-405760-6 | ||
| 035 | |a (OCoLC)953177649 | ||
| 035 | |a (DE-599)BVBBV043656106 | ||
| 040 | |a DE-604 |b ger |e rda | ||
| 041 | 0 | |a eng | |
| 049 | |a DE-1050 |a DE-739 | ||
| 084 | |a ST 530 |0 (DE-625)143679: |2 rvk | ||
| 100 | 1 | |a Min, Hokey |e Verfasser |4 aut | |
| 245 | 1 | 0 | |a Global business analytics models |b concepts and applications in predictive, healthcare, supply chain, and finance analytics |c Hokey Min |
| 264 | 1 | |a [Erscheinungsort nicht ermittelbar] |b Pearson |c 2016 | |
| 300 | |a XIV, 193 Seiten |b Diagramme | ||
| 336 | |b txt |2 rdacontent | ||
| 337 | |b n |2 rdamedia | ||
| 338 | |b nc |2 rdacarrier | ||
| 650 | 0 | 7 | |a Unternehmen |0 (DE-588)4061963-1 |2 gnd |9 rswk-swf |
| 650 | 0 | 7 | |a Business Intelligence |0 (DE-588)4588307-5 |2 gnd |9 rswk-swf |
| 650 | 0 | 7 | |a Datenanalyse |0 (DE-588)4123037-1 |2 gnd |9 rswk-swf |
| 650 | 0 | 7 | |a Betriebliches Informationssystem |0 (DE-588)4069386-7 |2 gnd |9 rswk-swf |
| 650 | 0 | 7 | |a Betriebsdaten |0 (DE-588)4145038-3 |2 gnd |9 rswk-swf |
| 650 | 0 | 7 | |a Datenmanagement |0 (DE-588)4213132-7 |2 gnd |9 rswk-swf |
| 689 | 0 | 0 | |a Unternehmen |0 (DE-588)4061963-1 |D s |
| 689 | 0 | 1 | |a Betriebsdaten |0 (DE-588)4145038-3 |D s |
| 689 | 0 | 2 | |a Datenanalyse |0 (DE-588)4123037-1 |D s |
| 689 | 0 | |5 DE-604 | |
| 689 | 1 | 0 | |a Betriebliches Informationssystem |0 (DE-588)4069386-7 |D s |
| 689 | 1 | 1 | |a Datenmanagement |0 (DE-588)4213132-7 |D s |
| 689 | 1 | |5 DE-604 | |
| 689 | 2 | 0 | |a Business Intelligence |0 (DE-588)4588307-5 |D s |
| 689 | 2 | 1 | |a Datenanalyse |0 (DE-588)4123037-1 |D s |
| 689 | 2 | |5 DE-604 | |
| 856 | 4 | 2 | |m Digitalisierung UB Passau - ADAM Catalogue Enrichment |q application/pdf |u http://bvbr.bib-bvb.de:8991/F?func=service&doc_library=BVB01&local_base=BVB01&doc_number=029069590&sequence=000002&line_number=0001&func_code=DB_RECORDS&service_type=MEDIA |3 Inhaltsverzeichnis |
| 999 | |a oai:aleph.bib-bvb.de:BVB01-029069590 | ||
Datensatz im Suchindex
| _version_ | 1804176407140499456 |
|---|---|
| adam_text | Contents
Chapter 1 Introduction to Business Analytics........................1
1.1 The Origin and Evolution of Business Analytics...1
1.2 Developing Analytical Thinking.....................4
1.3 Operationalizing Big Data from Global Perspectives ... 6
1.4 Extracting Useful Information from Big Data......9
1.5 Unique Challenges for Business Analytics..........13
1.6 Capitalizing on Business Analytics for Building a
Winning Global Strategy............................15
Chapter 2 Collecting, Sorting, Prioritizing, and Storing
Big Data.................................................21
2.1 Finding and Capturing the Right Data..............21
2.2 Data Sampling.....................................23
2.3 Data Preparation..................................25
2.4 Data Segmentation.................................27
2.5 Data Filtering.........՛.........................29
2.6 DataWarehousing...................................31
2.7 Data Security.....................................35
2.8 Fitting Analytics Models to Data..................37
Chapter 3 Business Analytics Models................................43
3.1 Quantitative Tools for Business Analytics.........43
3.2 Basic Statistical Techniques......................45
3.3 R Programming.....................................48
3.4 Hypothesis Testing................................49
3.4.1 t-Test.....................................50
3.4.2 ANOVA Test.................................52
3.4.3 Nonparametric Test.........................52
3.5 Power Analysis....................................54
3.6 Data Mining.......................................55
3.6.1 Decision Trees.............................56
3.6.2 Neural Networks............................57
3.6.3 Text Mining................................60
3.6.4 Image Mining...............................62
Chapter 4 Predictive Analytics......................................67
4.1 Predicting International Customer Behavior........67
4.2 Demand Forecasting in Unfamiliar Foreign Markets. . 68
4.2.1 Moving Average............................69
4.2.2 Exponential Smoothing.....................70
4.2.3 Trend Analysis ...........................72
4.2.4 Focus Forecasting.........................73
4.2.5 Agent-Based Forecasting...................75
4.3 Global Market Basket Analysis.....................76
4.4 Risk Analytics....................................79
4.5 Digital Analytics.................................81
4.6 Social Sensing....................................83
4.7 Mobile Analytics..................................85
Chapter 5 Essentials for the Successful Implementation of
Business Analytics.................................... 93
5.1 Understanding the Voice of Overseas Customers....93
5.2 Collaborating with Foreign Business Partners
for Sharing Big Data...............................95
5.2.1 Building Trust............................96
5.2.2 Establishing an Information Exchange
Mechanism..................................96
5.2.3 Ensuring Secure Data Transmission.........97
5.3 Analytics Execution and Implementation............98
5.4 Performance Measurement and Metrics..............100
5.5 Outcome Analysis.................................102
5.6 Corrective Actions...............................103
y 5.7 Emulating Best-in-Class Practices................105
Chapter 6 Global Finance Analytics.................................109
6.1 Foreign Market Scenario Planning.................109
6.2 Financing Global Business Operations through
Capital Management................................Ill
6.3 Global Financial Risk Assessment.................113
6.3.1 Foreign Direct Investment Risk Analysis.... 114
6.3.2 Loan and Credit Risk Assessment..........116
6.3.3 Liquidity Risk Assessment................117
6.3.4 Foreign Currency Exchange Risk
Assessment.................................118
6.3.5 Value at Risk (VaR) as the Financial Risk
Measure....................................121
6.4 Foreign Investment Portfolio Analysis.............124
6.5 Product/Service Pricing Using Analytics...........126
6.6 Multinational Profit Planning and Budgeting
Using Analytics...................................128
Chapter 7 Global Supply Chain Analytics.......................... 135
7.1 Turning Integrated Big Data into Supply Chain
Intelligence......................................135
7.2 Global Sales and Promotion Analytics..............137
7.3 Global Sourcing Analytics.........................140
7.4 Contract Manufacturing Analytics..................142
7.5 Distribution Analytics............................145
7.6 Transportation Analytics..........................147
7.7 Integrating Functional Analytics into Global
Supply Chain Management...........................151
Chapter 8 Healthcare Analytics.....................................159
8.1 Healthcare Analytics as an Emerging Discipline .... 159
8.2 Big Data in Healthcare............................161
8.3 Analyzing Clinical and Pharmaceutical Data........164
8.4 Analyzing the Voice of the Patient................167
8.5 Healthcare Quality Function Deployment via
Analytics.........................................169
8.6 Healthcare Outcome Analysis.......................171
Chapter 9 Future of Business Analytics.............................177
9.1 Innovating Analytics..............................177
9.2 Embedding Business Analytics into Enterprise-wide
Information Systems...............................180
9.3 Future Roles of Business Analytics in Global
Business Intelligence........................... 181
9.4 Epilogue..........................................183
Index
187
|
| any_adam_object | 1 |
| author | Min, Hokey |
| author_facet | Min, Hokey |
| author_role | aut |
| author_sort | Min, Hokey |
| author_variant | h m hm |
| building | Verbundindex |
| bvnumber | BV043656106 |
| classification_rvk | ST 530 |
| ctrlnum | (OCoLC)953177649 (DE-599)BVBBV043656106 |
| discipline | Informatik |
| format | Book |
| fullrecord | <?xml version="1.0" encoding="UTF-8"?><collection xmlns="http://www.loc.gov/MARC21/slim"><record><leader>02011nam a2200469 c 4500</leader><controlfield tag="001">BV043656106</controlfield><controlfield tag="003">DE-604</controlfield><controlfield tag="005">20170630 </controlfield><controlfield tag="007">t</controlfield><controlfield tag="008">160705s2016 |||| |||| 00||| eng d</controlfield><datafield tag="020" ind1=" " ind2=" "><subfield code="a">9780134057606</subfield><subfield code="9">978-0-13-405760-6</subfield></datafield><datafield tag="035" ind1=" " ind2=" "><subfield code="a">(OCoLC)953177649</subfield></datafield><datafield tag="035" ind1=" " ind2=" "><subfield code="a">(DE-599)BVBBV043656106</subfield></datafield><datafield tag="040" ind1=" " ind2=" "><subfield code="a">DE-604</subfield><subfield code="b">ger</subfield><subfield code="e">rda</subfield></datafield><datafield tag="041" ind1="0" ind2=" "><subfield code="a">eng</subfield></datafield><datafield tag="049" ind1=" " ind2=" "><subfield code="a">DE-1050</subfield><subfield code="a">DE-739</subfield></datafield><datafield tag="084" ind1=" " ind2=" "><subfield code="a">ST 530</subfield><subfield code="0">(DE-625)143679:</subfield><subfield code="2">rvk</subfield></datafield><datafield tag="100" ind1="1" ind2=" "><subfield code="a">Min, Hokey</subfield><subfield code="e">Verfasser</subfield><subfield code="4">aut</subfield></datafield><datafield tag="245" ind1="1" ind2="0"><subfield code="a">Global business analytics models</subfield><subfield code="b">concepts and applications in predictive, healthcare, supply chain, and finance analytics</subfield><subfield code="c">Hokey Min</subfield></datafield><datafield tag="264" ind1=" " ind2="1"><subfield code="a">[Erscheinungsort nicht ermittelbar]</subfield><subfield code="b">Pearson</subfield><subfield code="c">2016</subfield></datafield><datafield tag="300" ind1=" " ind2=" "><subfield code="a">XIV, 193 Seiten</subfield><subfield code="b">Diagramme</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">n</subfield><subfield code="2">rdamedia</subfield></datafield><datafield tag="338" ind1=" " ind2=" "><subfield code="b">nc</subfield><subfield code="2">rdacarrier</subfield></datafield><datafield tag="650" ind1="0" ind2="7"><subfield code="a">Unternehmen</subfield><subfield code="0">(DE-588)4061963-1</subfield><subfield code="2">gnd</subfield><subfield code="9">rswk-swf</subfield></datafield><datafield tag="650" ind1="0" ind2="7"><subfield code="a">Business Intelligence</subfield><subfield code="0">(DE-588)4588307-5</subfield><subfield code="2">gnd</subfield><subfield code="9">rswk-swf</subfield></datafield><datafield tag="650" ind1="0" ind2="7"><subfield code="a">Datenanalyse</subfield><subfield code="0">(DE-588)4123037-1</subfield><subfield code="2">gnd</subfield><subfield code="9">rswk-swf</subfield></datafield><datafield tag="650" ind1="0" ind2="7"><subfield code="a">Betriebliches Informationssystem</subfield><subfield code="0">(DE-588)4069386-7</subfield><subfield code="2">gnd</subfield><subfield code="9">rswk-swf</subfield></datafield><datafield tag="650" ind1="0" ind2="7"><subfield code="a">Betriebsdaten</subfield><subfield code="0">(DE-588)4145038-3</subfield><subfield code="2">gnd</subfield><subfield code="9">rswk-swf</subfield></datafield><datafield tag="650" ind1="0" ind2="7"><subfield code="a">Datenmanagement</subfield><subfield code="0">(DE-588)4213132-7</subfield><subfield code="2">gnd</subfield><subfield code="9">rswk-swf</subfield></datafield><datafield tag="689" ind1="0" ind2="0"><subfield code="a">Unternehmen</subfield><subfield code="0">(DE-588)4061963-1</subfield><subfield code="D">s</subfield></datafield><datafield tag="689" ind1="0" ind2="1"><subfield code="a">Betriebsdaten</subfield><subfield code="0">(DE-588)4145038-3</subfield><subfield code="D">s</subfield></datafield><datafield tag="689" ind1="0" ind2="2"><subfield code="a">Datenanalyse</subfield><subfield code="0">(DE-588)4123037-1</subfield><subfield code="D">s</subfield></datafield><datafield tag="689" ind1="0" ind2=" "><subfield code="5">DE-604</subfield></datafield><datafield tag="689" ind1="1" ind2="0"><subfield code="a">Betriebliches Informationssystem</subfield><subfield code="0">(DE-588)4069386-7</subfield><subfield code="D">s</subfield></datafield><datafield tag="689" ind1="1" ind2="1"><subfield code="a">Datenmanagement</subfield><subfield code="0">(DE-588)4213132-7</subfield><subfield code="D">s</subfield></datafield><datafield tag="689" ind1="1" ind2=" "><subfield code="5">DE-604</subfield></datafield><datafield tag="689" ind1="2" ind2="0"><subfield code="a">Business Intelligence</subfield><subfield code="0">(DE-588)4588307-5</subfield><subfield code="D">s</subfield></datafield><datafield tag="689" ind1="2" ind2="1"><subfield code="a">Datenanalyse</subfield><subfield code="0">(DE-588)4123037-1</subfield><subfield code="D">s</subfield></datafield><datafield tag="689" ind1="2" ind2=" "><subfield code="5">DE-604</subfield></datafield><datafield tag="856" ind1="4" ind2="2"><subfield code="m">Digitalisierung UB Passau - ADAM Catalogue Enrichment</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=029069590&sequence=000002&line_number=0001&func_code=DB_RECORDS&service_type=MEDIA</subfield><subfield code="3">Inhaltsverzeichnis</subfield></datafield><datafield tag="999" ind1=" " ind2=" "><subfield code="a">oai:aleph.bib-bvb.de:BVB01-029069590</subfield></datafield></record></collection> |
| id | DE-604.BV043656106 |
| illustrated | Not Illustrated |
| indexdate | 2024-07-10T07:31:41Z |
| institution | BVB |
| isbn | 9780134057606 |
| language | English |
| oai_aleph_id | oai:aleph.bib-bvb.de:BVB01-029069590 |
| oclc_num | 953177649 |
| open_access_boolean | |
| owner | DE-1050 DE-739 |
| owner_facet | DE-1050 DE-739 |
| physical | XIV, 193 Seiten Diagramme |
| publishDate | 2016 |
| publishDateSearch | 2016 |
| publishDateSort | 2016 |
| publisher | Pearson |
| record_format | marc |
| spelling | Min, Hokey Verfasser aut Global business analytics models concepts and applications in predictive, healthcare, supply chain, and finance analytics Hokey Min [Erscheinungsort nicht ermittelbar] Pearson 2016 XIV, 193 Seiten Diagramme txt rdacontent n rdamedia nc rdacarrier Unternehmen (DE-588)4061963-1 gnd rswk-swf Business Intelligence (DE-588)4588307-5 gnd rswk-swf Datenanalyse (DE-588)4123037-1 gnd rswk-swf Betriebliches Informationssystem (DE-588)4069386-7 gnd rswk-swf Betriebsdaten (DE-588)4145038-3 gnd rswk-swf Datenmanagement (DE-588)4213132-7 gnd rswk-swf Unternehmen (DE-588)4061963-1 s Betriebsdaten (DE-588)4145038-3 s Datenanalyse (DE-588)4123037-1 s DE-604 Betriebliches Informationssystem (DE-588)4069386-7 s Datenmanagement (DE-588)4213132-7 s Business Intelligence (DE-588)4588307-5 s Digitalisierung UB Passau - ADAM Catalogue Enrichment application/pdf http://bvbr.bib-bvb.de:8991/F?func=service&doc_library=BVB01&local_base=BVB01&doc_number=029069590&sequence=000002&line_number=0001&func_code=DB_RECORDS&service_type=MEDIA Inhaltsverzeichnis |
| spellingShingle | Min, Hokey Global business analytics models concepts and applications in predictive, healthcare, supply chain, and finance analytics Unternehmen (DE-588)4061963-1 gnd Business Intelligence (DE-588)4588307-5 gnd Datenanalyse (DE-588)4123037-1 gnd Betriebliches Informationssystem (DE-588)4069386-7 gnd Betriebsdaten (DE-588)4145038-3 gnd Datenmanagement (DE-588)4213132-7 gnd |
| subject_GND | (DE-588)4061963-1 (DE-588)4588307-5 (DE-588)4123037-1 (DE-588)4069386-7 (DE-588)4145038-3 (DE-588)4213132-7 |
| title | Global business analytics models concepts and applications in predictive, healthcare, supply chain, and finance analytics |
| title_auth | Global business analytics models concepts and applications in predictive, healthcare, supply chain, and finance analytics |
| title_exact_search | Global business analytics models concepts and applications in predictive, healthcare, supply chain, and finance analytics |
| title_full | Global business analytics models concepts and applications in predictive, healthcare, supply chain, and finance analytics Hokey Min |
| title_fullStr | Global business analytics models concepts and applications in predictive, healthcare, supply chain, and finance analytics Hokey Min |
| title_full_unstemmed | Global business analytics models concepts and applications in predictive, healthcare, supply chain, and finance analytics Hokey Min |
| title_short | Global business analytics models |
| title_sort | global business analytics models concepts and applications in predictive healthcare supply chain and finance analytics |
| title_sub | concepts and applications in predictive, healthcare, supply chain, and finance analytics |
| topic | Unternehmen (DE-588)4061963-1 gnd Business Intelligence (DE-588)4588307-5 gnd Datenanalyse (DE-588)4123037-1 gnd Betriebliches Informationssystem (DE-588)4069386-7 gnd Betriebsdaten (DE-588)4145038-3 gnd Datenmanagement (DE-588)4213132-7 gnd |
| topic_facet | Unternehmen Business Intelligence Datenanalyse Betriebliches Informationssystem Betriebsdaten Datenmanagement |
| url | http://bvbr.bib-bvb.de:8991/F?func=service&doc_library=BVB01&local_base=BVB01&doc_number=029069590&sequence=000002&line_number=0001&func_code=DB_RECORDS&service_type=MEDIA |
| work_keys_str_mv | AT minhokey globalbusinessanalyticsmodelsconceptsandapplicationsinpredictivehealthcaresupplychainandfinanceanalytics |