Learn Business Analytics in Six Steps Using SAS and R : (Record no. 121380)
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| fixed length control field | 05864nam a22004453i 4500 |
| 001 - CONTROL NUMBER | |
| control field | EBC4772359 |
| 003 - CONTROL NUMBER IDENTIFIER | |
| control field | MiAaPQ |
| 005 - DATE AND TIME OF LATEST TRANSACTION | |
| control field | 20240729131013.0 |
| 006 - FIXED-LENGTH DATA ELEMENTS--ADDITIONAL MATERIAL CHARACTERISTICS | |
| fixed length control field | m o d | |
| 007 - PHYSICAL DESCRIPTION FIXED FIELD--GENERAL INFORMATION | |
| fixed length control field | cr cnu|||||||| |
| 008 - FIXED-LENGTH DATA ELEMENTS--GENERAL INFORMATION | |
| fixed length control field | 240724s2016 xx o ||||0 eng d |
| 020 ## - INTERNATIONAL STANDARD BOOK NUMBER | |
| International Standard Book Number | 9781484210017 |
| Qualifying information | (electronic bk.) |
| 020 ## - INTERNATIONAL STANDARD BOOK NUMBER | |
| Canceled/invalid ISBN | 9781484210024 |
| 035 ## - SYSTEM CONTROL NUMBER | |
| System control number | (MiAaPQ)EBC4772359 |
| 035 ## - SYSTEM CONTROL NUMBER | |
| System control number | (Au-PeEL)EBL4772359 |
| 035 ## - SYSTEM CONTROL NUMBER | |
| System control number | (CaPaEBR)ebr11319762 |
| 035 ## - SYSTEM CONTROL NUMBER | |
| System control number | (CaONFJC)MIL984432 |
| 035 ## - SYSTEM CONTROL NUMBER | |
| System control number | (OCoLC)967546628 |
| 040 ## - CATALOGING SOURCE | |
| Original cataloging agency | MiAaPQ |
| Language of cataloging | eng |
| Description conventions | rda |
| -- | pn |
| Transcribing agency | MiAaPQ |
| Modifying agency | MiAaPQ |
| 050 #4 - LIBRARY OF CONGRESS CALL NUMBER | |
| Classification number | QA76.9.B45 |
| 100 1# - MAIN ENTRY--PERSONAL NAME | |
| Personal name | Tripathi, Subhashini Sharma. |
| 245 10 - TITLE STATEMENT | |
| Title | Learn Business Analytics in Six Steps Using SAS and R : |
| Remainder of title | A Practical, Step-By-Step Guide to Learning Business Analytics. |
| 250 ## - EDITION STATEMENT | |
| Edition statement | 1st ed. |
| 264 #1 - PRODUCTION, PUBLICATION, DISTRIBUTION, MANUFACTURE, AND COPYRIGHT NOTICE | |
| Place of production, publication, distribution, manufacture | Berkeley, CA : |
| Name of producer, publisher, distributor, manufacturer | Apress L. P., |
| Date of production, publication, distribution, manufacture, or copyright notice | 2016. |
| 264 #4 - PRODUCTION, PUBLICATION, DISTRIBUTION, MANUFACTURE, AND COPYRIGHT NOTICE | |
| Date of production, publication, distribution, manufacture, or copyright notice | ©2016. |
| 300 ## - PHYSICAL DESCRIPTION | |
| Extent | 1 online resource (226 pages) |
| 336 ## - CONTENT TYPE | |
| Content type term | text |
| Content type code | txt |
| Source | rdacontent |
| 337 ## - MEDIA TYPE | |
| Media type term | computer |
| Media type code | c |
| Source | rdamedia |
| 338 ## - CARRIER TYPE | |
| Carrier type term | online resource |
| Carrier type code | cr |
| Source | rdacarrier |
| 505 0# - FORMATTED CONTENTS NOTE | |
| Formatted contents note | Intro -- Contents at a Glance -- Contents -- About the Author -- Acknowledgments -- Introduction -- Chapter 1: The Process of Analytics -- What Is Analytics? What Does a Data Analyst Do? -- An Example -- A Typical Day -- Is Analytics for You? -- Evolution of Analytics: How Did Analytics Start? -- The Quality Movement -- The Second World War -- Where Else Was Statistics Involved? -- The Dawn of Business Intelligence -- Chapter 2: Accessing SAS and R -- Why SAS and R? -- Market Overview -- What Is Advanced Analytics? -- History of SAS and R -- History of SAS -- What Is EG? -- How Can You Access SAS Enterprise Guide Software? -- History of R -- Why Was R Named R? -- What Is R? -- What Is RStudio? -- What Is CRAN? -- Which Add-on Packages Exist for R? -- Why Is Microsoft's Acquisition of Revolution Analytics Important? -- Installing SAS and R -- Installing SAS -- SAS University Edition -- SAS OnDemand for Academics -- Education Analytical Suite -- Installing R -- Chapter 3: Data Manipulation Using SAS and R -- Define: The Phase Before Data Manipulation (Collect and Organize) -- Basic Understanding of Common Business Problems -- Sources of Data -- The Use of Benchmarks to Create an Optimal Define Statement -- Data Flow from ERP to Business Analytics SaaS -- What Are Primary Keys? -- What Is a Relational Database? -- Sanity Check on Data -- Case Study 1 -- Case Study 1 with SAS -- Case Study 1 with R -- Chapter 4: Discover Basic Information About Data Using SAS and R -- What Are Descriptive Statistics? -- More About Inferential and Descriptive Statistics -- Tables and Descriptive Statistics -- What Is a Frequency Distribution? -- Case Study 2 -- Solving Case Study 2 with SAS -- The UNIVARIATE Procedure -- Solving Case Study 2 with R -- Using Descriptive Statistics -- Measures of Central Tendency -- What Is Variation in Statistics?. |
| 505 8# - FORMATTED CONTENTS NOTE | |
| Formatted contents note | Absolute and Mean Absolute Deviation -- Variance -- Chapter 5: Visualization -- What Is Visualization? -- Data Visualization in Today's World -- Why Do Data Visualization? -- What Are the Common Types of Graphs and Charts? -- Case Study on Graphs and Charts Using SAS -- About the Data -- What Is This Data? -- Definitions -- Problem Statement -- Solution in SAS -- SAS Code and Solution -- Visualization -- Case Study on Graphs and Charts Using R -- About the Data -- What Is This Data? -- Definitions -- Problem Statement -- Solution in R -- R Code and Solution -- Visualization -- What Are Correlation and Covariance? -- How to Interpret Correlation -- Chapter 6: Probability Using SAS and R -- What Is Probability? -- Probability of Independent Events: The Probability of Two or More Events -- Probability of Conditional Events: The Probability of Two or More Events -- Why Use Probability? -- Bayes' Theorem to Calculate Probability -- Bayes' Theorem in Terms of Likelihood -- Derivation of Bayes' Theorem from Conditional Probabilities -- Decision Tree: Use It to Understand Bayes' Theorem -- Frequency to Calculate Probability -- For Discrete Variables -- For Continuous Variables -- Normal Distributions to Calculate Probability -- What If the Variable Is Not Normally Distributed? -- Case Study Using SAS -- Problem Statement -- Solution -- SAS Task to Do 1 -- SAS Task to Do 2 -- Case Study in R -- Problem Statement -- Solution -- R Task to Do -- Chapter 7: Samples and Sampling Distributions Using SAS and R -- Understanding Samples -- Sampling Distributions -- Discrete Uniform Distribution -- Binomial Distribution -- Continuous Uniform Distribution -- Possion Distribution -- Use of Probability Distributions -- Central Limit Theorem -- The Law of Large Numbers -- Parametric Tests -- Nonparametric Tests -- Case Study Using SAS -- Case Study Using R. |
| 505 8# - FORMATTED CONTENTS NOTE | |
| Formatted contents note | Chapter 8: Confidence Intervals and Sanctity of Analysis Using SAS and R -- How Can You Determine the Statistical Outcome? -- What Is the P-value? -- Errors in Hypothesis Testing -- Case Study in SAS -- Case Study with R -- Chapter 9: Insight Generation -- Introducing Insight Generation -- Descriptive Statistics -- Graphs -- Inferential Statistics -- Differences Statistics -- Case Study with SAS -- Case Study in R -- Index. |
| 588 ## - SOURCE OF DESCRIPTION NOTE | |
| Source of description note | Description based on publisher supplied metadata and other sources. |
| 590 ## - LOCAL NOTE (RLIN) | |
| Local note | Electronic reproduction. Ann Arbor, Michigan : ProQuest Ebook Central, 2024. Available via World Wide Web. Access may be limited to ProQuest Ebook Central affiliated libraries. |
| 650 #0 - SUBJECT ADDED ENTRY--TOPICAL TERM | |
| Topical term or geographic name entry element | Big data. |
| 655 #4 - INDEX TERM--GENRE/FORM | |
| Genre/form data or focus term | Electronic books. |
| 776 08 - ADDITIONAL PHYSICAL FORM ENTRY | |
| Relationship information | Print version: |
| Main entry heading | Tripathi, Subhashini Sharma |
| Title | Learn Business Analytics in Six Steps Using SAS and R |
| Place, publisher, and date of publication | Berkeley, CA : Apress L. P.,c2016 |
| International Standard Book Number | 9781484210024 |
| 797 2# - LOCAL ADDED ENTRY--CORPORATE NAME (RLIN) | |
| Corporate name or jurisdiction name as entry element | ProQuest (Firm) |
| 856 40 - ELECTRONIC LOCATION AND ACCESS | |
| Uniform Resource Identifier | <a href="https://ebookcentral.proquest.com/lib/orpp/detail.action?docID=4772359">https://ebookcentral.proquest.com/lib/orpp/detail.action?docID=4772359</a> |
| Public note | Click to View |
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