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019 ▼a 1107443046
020 ▼a 1838982205 ▼q electronic book
020 ▼a 9781838982201 ▼q (electronic bk.)
035 ▼a 2181408 ▼b (N$T)
035 ▼a (OCoLC)1107596126 ▼z (OCoLC)1107443046
037 ▼a EFA8358A-3564-4B47-82B9-1DD3B83515DB ▼b OverDrive, Inc. ▼n http://www.overdrive.com
040 ▼a EBLCP ▼b eng ▼e rda ▼e pn ▼c EBLCP ▼d TEFOD ▼d EBLCP ▼d TEFOD ▼d OCLCQ ▼d OCLCF ▼d YDX ▼d UKAHL ▼d OCLCQ ▼d YDXIT ▼d N$T ▼d 248032
049 ▼a MAIN
050 4 ▼a QA276.4 ▼b .B35 2019
08204 ▼a 519.502855369 ▼2 23
1001 ▼a Baker, Lee.
24510 ▼a Associations and Correlations : ▼b Unearth the Powerful Insights Buried in Your Data / ▼c Lee Baker.
260 ▼a Birmingham : ▼b Packt Publishing, Limited, ▼c 2019.
300 ▼a 1 online resource (134 pages)
336 ▼a text ▼b txt ▼2 rdacontent
337 ▼a computer ▼b c ▼2 rdamedia
338 ▼a online resource ▼b cr ▼2 rdacarrier
5050 ▼a Cover; FM; Copyright; Table of Contents; Preface; Chapter 1: Data Collection and Cleaning; Data Collection; Dataset Checklist; Data Cleaning; Check That Your Data Is Sensible; Check That Your Variables Are Sensible; Chapter 2: Data Classification; Data Classification; Quantitative and Qualitative Data; Nominal Data; Ordinal Data; Interval Data; Ratio Data; Chapter 3: Introduction to Associations and Correlations; What Are Associations and Correlations?; Discovering the Story of Your Data; Correlation versus Causation; Assessing Relationships; Assessing the Strength of Relationships
5058 ▼a Chapter 4: Univariate StatisticsCorrelations; Associations; The m횞n Categorical; The 2횞2 Categorical; The 42횞n categorical; The n횞Categorical versus Continuous; The 2횞Categorical versus Continuous; Survival Analysis; The n횞Categorical versus Survival; The 2횞Categorical versus Survival; Chapter 5: Multivariate Statistics; Types of Multivariate Analysis; Binary Logistic Regression; Ordinal Logistic Regression; Nominal Logistic Regression; Multiple Linear Regression; Cox's Proportional Hazards Survival Analysis; Using Multivariate Tests as Univariate Tests
5058 ▼a Univariate versus Multivariate AnalysesUnivariate and Multivariate Results that Concur; Confounding Variables; Suppressor Variables; Interacting Variables; Limitations and Assumptions of Multivariate Analysis; Step-Wise Methods of Analysis; Forward Step-Wise Procedure; Backward Step-Wise Procedure; Hybrid Step-Wise Procedure; Practical Tips for Step-Wise Procedures; Creating Predictive Models with the Results of Multivariate Analyses; Predictive Models with Multiple Linear Regression; Predictive Models with Logistic Regression; Predictive Models with Cox's Regression
5058 ▼a Chapter 6: Visualizing Your RelationshipsA Holistic Strategy to Discover Independent Relationships; Univariate -- Multivariate Tag Team; Tag Team Strategy for a Continuous Variable; Tag Team Strategy for a Categorical Variable; Tag Team Strategy for Survival Variables; Corrections for Multiple Comparisons; Visualizing the Story of Your Data; Node-Link Diagrams; Correlation Matrix; Chapter 7: Bonus: Automating Associations and Correlations; What is the Problem?; CorrelViz; Appendix; Index
520 ▼a Through this book, you'll learn why most statistical techniques give incorrect results and what you can do to avoid the most common pitfalls. You'll learn how to make sure you get the correct results the first time, every time.
588 ▼a Description based on online resource; title from digital title page (viewed on March 12, 2020).
590 ▼a Added to collection customer.56279.3
650 0 ▼a Statistics ▼x Data processing.
650 0 ▼a Mathematical statistics.
650 0 ▼a Multivariate analysis.
650 7 ▼a Mathematical statistics. ▼2 fast ▼0 (OCoLC)fst01012127
650 7 ▼a Multivariate analysis. ▼2 fast ▼0 (OCoLC)fst01029105
650 7 ▼a Statistics ▼x Data processing. ▼2 fast ▼0 (OCoLC)fst01132113
655 4 ▼a Electronic books.
77608 ▼i Print version: ▼a Baker, Lee. ▼t Associations and Correlations : Unearth the Powerful Insights Buried in Your Data. ▼d Birmingham : Packt Publishing, Limited, 짤2019 ▼z 9781838980412
85640 ▼3 EBSCOhost ▼u http://search.ebscohost.com/login.aspx?direct=true&scope=site&db=nlebk&db=nlabk&AN=2181408
938 ▼a Askews and Holts Library Services ▼b ASKH ▼n AH36450060
938 ▼a ProQuest Ebook Central ▼b EBLB ▼n EBL5808106
938 ▼a YBP Library Services ▼b YANK ▼n 300678111
938 ▼a EBSCOhost ▼b EBSC ▼n 2181408
990 ▼a 관리자
994 ▼a 92 ▼b N$T