Business analytics: methods, models, and decisions
"This book provides undergraduate business students and introductory graduate students with the fundamental concepts and tools needed to understand the emerging role of business analytics in organizations, to apply basic business analytics tools in a spread-sheet environment, and to communicate...
Saved in:
| Main Author: | |
|---|---|
| Format: | Book |
| Language: | English |
| Published: |
Harlow, England
Pearson
2021
|
| Edition: | Third edition, global edition |
| Subjects: | |
| Summary: | "This book provides undergraduate business students and introductory graduate students with the fundamental concepts and tools needed to understand the emerging role of business analytics in organizations, to apply basic business analytics tools in a spread-sheet environment, and to communicate with analytics professionals to effectively use and interpret analytic models and results for making better business decisions. We take a balanced, holistic approach in viewing business analytics from descriptive, predictive, and prescriptive perspectives that today define the discipline"-- Introduction to business analytics -- Analytics on spreadsheets -- Visualizing and exploring data -- Descriptive statistical measures -- Probability distributions and data modeling -- Sampling and estimation -- Statistical inference -- Trendlines and regression analysis -- Forecasting techniques -- Introduction to data mining -- Spreadsheet modeling and analysis -- Monte Carlo simulation and risk analysis -- Linear optimization -- Applications of linear optimization -- Integer optimization -- Decision analysis |
| Physical Description: | 704 Seiten Illustrationen, Diagramme |
| ISBN: | 9781292339061 |
Staff View
MARC
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| 520 | 3 | |a "This book provides undergraduate business students and introductory graduate students with the fundamental concepts and tools needed to understand the emerging role of business analytics in organizations, to apply basic business analytics tools in a spread-sheet environment, and to communicate with analytics professionals to effectively use and interpret analytic models and results for making better business decisions. We take a balanced, holistic approach in viewing business analytics from descriptive, predictive, and prescriptive perspectives that today define the discipline"-- | |
| 520 | 3 | |a Introduction to business analytics -- Analytics on spreadsheets -- Visualizing and exploring data -- Descriptive statistical measures -- Probability distributions and data modeling -- Sampling and estimation -- Statistical inference -- Trendlines and regression analysis -- Forecasting techniques -- Introduction to data mining -- Spreadsheet modeling and analysis -- Monte Carlo simulation and risk analysis -- Linear optimization -- Applications of linear optimization -- Integer optimization -- Decision analysis | |
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| id | DE-604.BV047001490 |
| illustrated | Illustrated |
| index_date | 2024-07-03T15:57:03Z |
| indexdate | 2025-02-20T06:44:03Z |
| institution | BVB |
| isbn | 9781292339061 |
| language | English |
| oai_aleph_id | oai:aleph.bib-bvb.de:BVB01-032409111 |
| oclc_num | 1224013335 |
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| physical | 704 Seiten Illustrationen, Diagramme |
| publishDate | 2021 |
| publishDateSearch | 2021 |
| publishDateSort | 2021 |
| publisher | Pearson |
| record_format | marc |
| spellingShingle | Evans, James R. 1950- Business analytics methods, models, and decisions |
| title | Business analytics methods, models, and decisions |
| title_auth | Business analytics methods, models, and decisions |
| title_exact_search | Business analytics methods, models, and decisions |
| title_exact_search_txtP | Business analytics methods, models, and decisions |
| title_full | Business analytics methods, models, and decisions James R. Evans, University of Cincinnati |
| title_fullStr | Business analytics methods, models, and decisions James R. Evans, University of Cincinnati |
| title_full_unstemmed | Business analytics methods, models, and decisions James R. Evans, University of Cincinnati |
| title_short | Business analytics |
| title_sort | business analytics methods models and decisions |
| title_sub | methods, models, and decisions |
| work_keys_str_mv | AT evansjamesr businessanalyticsmethodsmodelsanddecisions |