Data science for business and decision making / (Record no. 6309)
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| 000 -LEADER | |
|---|---|
| fixed length control field | 03500cam a22004095i 4500 |
| 001 - CONTROL NUMBER | |
| control field | 20944098 |
| 003 - CONTROL NUMBER IDENTIFIER | |
| control field | BD-ChPU |
| 005 - DATE AND TIME OF LATEST TRANSACTION | |
| control field | 20230723112835.0 |
| 008 - FIXED-LENGTH DATA ELEMENTS--GENERAL INFORMATION | |
| fixed length control field | 190423t20192019enka b 001 0 eng d |
| 010 ## - LIBRARY OF CONGRESS CONTROL NUMBER | |
| LC control number | 2019940509 |
| 020 ## - INTERNATIONAL STANDARD BOOK NUMBER | |
| International Standard Book Number | 0128112166 |
| Qualifying information | paperback |
| 020 ## - INTERNATIONAL STANDARD BOOK NUMBER | |
| International Standard Book Number | 9780128112168 |
| Qualifying information | paperback |
| 035 ## - SYSTEM CONTROL NUMBER | |
| System control number | (OCoLC)on1020031407 |
| 040 ## - CATALOGING SOURCE | |
| Original cataloging agency | YDX |
| Language of cataloging | eng |
| Transcribing agency | YDX |
| Description conventions | rda |
| Modifying agency | BDX |
| -- | OCLCQ |
| -- | SINLB |
| -- | OCLCF |
| -- | YDXIT |
| -- | PHCSB |
| -- | V5E |
| -- | OL$ |
| -- | DGW |
| -- | OCL |
| -- | DLC |
| -- | BD-ChPU |
| 042 ## - AUTHENTICATION CODE | |
| Authentication code | lccopycat |
| 080 ## - UNIVERSAL DECIMAL CLASSIFICATION NUMBER | |
| Universal Decimal Classification number | 519.254:070.3 |
| Item number | F38 |
| 082 04 - DEWEY DECIMAL CLASSIFICATION NUMBER | |
| Classification number | 650.01/51 F273d 2019 |
| Edition number | 23 |
| 100 1# - MAIN ENTRY--PERSONAL NAME | |
| Personal name | Fávero, Luiz Paulo, |
| Relator term | author. |
| 245 10 - TITLE STATEMENT | |
| Title | Data science for business and decision making / |
| Statement of responsibility, etc | Luiz Paulo Fávero, Patrícia Belfiore. |
| 250 ## - EDITION STATEMENT | |
| Edition statement | First edition |
| 260 ## - PUBLICATION, DISTRIBUTION, ETC. (IMPRINT) | |
| Place of publication, distribution, etc | London : |
| Name of publisher, distributor, etc | Academic Press is an imprint of Elsevier, |
| Date of publication, distribution, etc | 2019. |
| 300 ## - PHYSICAL DESCRIPTION | |
| Extent | 1227 pages : |
| Other physical details | illustrations ; |
| Dimensions | 28 cm. |
| 504 ## - BIBLIOGRAPHY, ETC. NOTE | |
| Bibliography, etc | Includes bibliographical references (pages 1195-1214) and index. |
| 505 0# - FORMATTED CONTENTS NOTE | |
| Formatted contents note | Part 1: Foundations of Business Data Analysis -- 1. Introduction to Data Analysis and Decision Making -- 2. Type of Variables and Mensuration Scales -- Part 2: Descriptive Statistics -- 3. Univariate Descriptive Statistics -- 4. Bivariate Descriptive Statistics -- Part 3: Probabilistic Statistics -- 5. Introduction of Probability -- 6. Random Variables and Probability Distributions -- Part 4: Statistical Inference -- 7. Sampling -- 8. Estimation -- 9. Hypothesis Tests -- 10. Non-parametric Tests -- Part 5: Multivariate Exploratory Data Analysis -- 11. Cluster Analysis -- 12. Principal Components Analysis and Factorial Analysis -- Part 6: Generalized Linear Models -- 13. Simple and Multiple Regression Models -- 14. Binary and Multinomial Logistics Regression Models -- 15. Regression Models for Count Data: Poisson and Negative Binomial -- Part 7: Optimization Models and Simulation -- 16. Introduction to Optimization Models: Business Problems Formulations and Modeling -- 17. Solution of Linear Programming Problems -- 18. Network Programming -- 19. Integer Programming -- 20. Simulation and Risk Analysis Part 8: Other Topics -- 21. Design and Experimental Analysis -- 22. Statistical Process Control -- 23. Data Mining and Multilevel Modeling. |
| 520 ## - SUMMARY, ETC. | |
| Summary, etc | Data Science for Business and Decision Making covers both statistics and operations research while most competing textbooks focus on one or the other. As a result, the book more clearly defines the principles of business analytics for those who want to apply quantitative methods in their work. Its emphasis reflects the importance of regression, optimization and simulation for practitioners of business analytics. Each chapter uses a didactic format that is followed by exercises and answers. Freely-accessible datasets enable students and professionals to work with Excel, Stata Statistical Software®, and IBM SPSS Statistics Software®. |
| 526 ## - STUDY PROGRAM INFORMATION NOTE | |
| Program name | BBA, MBA, EMBA. |
| 650 #0 - SUBJECT ADDED ENTRY--TOPICAL TERM | |
| Topical term or geographic name as entry element | Commercial statistics. |
| 9 (RLIN) | 5195 |
| 650 #0 - SUBJECT ADDED ENTRY--TOPICAL TERM | |
| Topical term or geographic name as entry element | Decision making |
| General subdivision | Statistical methods. |
| 650 #7 - SUBJECT ADDED ENTRY--TOPICAL TERM | |
| Topical term or geographic name as entry element | Decision making |
| General subdivision | Statistical methods. |
| Source of heading or term | fast |
| 650 #7 - SUBJECT ADDED ENTRY--TOPICAL TERM | |
| Topical term or geographic name as entry element | Commercial statistics. |
| Source of heading or term | fast |
| 9 (RLIN) | 5195 |
| 700 1# - ADDED ENTRY--PERSONAL NAME | |
| Personal name | Belfiore, Patrícia Prado, |
| Relator term | author. |
| 776 08 - ADDITIONAL PHYSICAL FORM ENTRY | |
| Display text | Electronic version: |
| Main entry heading | Fávero, Luiz Paulo. |
| Title | Data science for business and decision making. |
| Place, publisher, and date of publication | London, United Kingdom : Academic Press, an imprint of Elsevier, 2019 |
| Record control number | (OCoLC)1098238973 |
| 906 ## - LOCAL DATA ELEMENT F, LDF (RLIN) | |
| a | 0 |
| b | ibc |
| c | copycat |
| d | 2 |
| e | ncip |
| f | 20 |
| g | y-gencatlg |
| 942 ## - ADDED ENTRY ELEMENTS (KOHA) | |
| Source of classification or shelving scheme | Dewey Decimal Classification |
| Koha item type | Books |
| Withdrawn status | Lost status | Source of classification or shelving scheme | Damaged status | Not for loan | Home library | Current library | Date acquired | Source of acquisition | Total Checkouts | Full call number | Barcode | Date last seen | Copy number | Price effective from | Koha item type | Date checked out |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| Dewey Decimal Classification | Premier University Business Library | Premier University Business Library | 18/07/2023 | Purchase | 650.01/51 F273d 2019 | 26651 | 23/07/2023 | 1 | 23/07/2023 | Books | ||||||
| Dewey Decimal Classification | Premier University Business Library | Premier University Business Library | 18/07/2023 | Purchase | 650.01/51 F273d 2019 | 26652 | 23/07/2023 | 2 | 23/07/2023 | Books | ||||||
| Dewey Decimal Classification | Premier University Business Library | Premier University Business Library | 18/07/2023 | Purchase | 650.01/51 F273d 2019 | 26653 | 23/07/2023 | 3 | 23/07/2023 | Books | ||||||
| Dewey Decimal Classification | Premier University Business Library | Premier University Business Library | 18/07/2023 | Purchase | 1 | 650.01/51 F273d 2019 | 26654 | 25/05/2025 | 4 | 23/07/2023 | Books | 30/07/2023 | ||||
| Dewey Decimal Classification | Premier University Business Library | Premier University Business Library | 18/07/2023 | Purchase | 650.01/51 F273d 2019 | 26655 | 23/07/2023 | 5 | 23/07/2023 | Books |