| 000 | camKi | |
| 001 | 2210080896984 | |
| 003 | OCoLC | |
| 005 | 20210225114924 | |
| 006 | m d | |
| 007 | cr cnu---unuuu | |
| 008 | 190713t20192019enk o 000 0 eng d | |
| 019 | ▼a1107443046 | |
| 020 | ▼a1838982205▼qelectronic book | |
| 020 | ▼a9781838982201▼q(electronic bk.) | |
| 035 | ▼a2181408▼b(N▼T) | |
| 035 | ▼a(OCoLC)1107596126▼z(OCoLC)1107443046 | |
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| 050 | ▼aQA276.4▼b.B35 2019 | |
| 082 | ▼a519.502855369▼223 | |
| 100 | ▼aBaker, Lee. | |
| 245 | 00 | ▼aAssociations and Correlations :▼bUnearth the Powerful Insights Buried in Your Data /▼cLee Baker. |
| 260 | ▼aBirmingham :▼bPackt Publishing, Limited,▼c2019. | |
| 300 | ▼a1 online resource (134 pages) | |
| 336 | ▼atext▼btxt▼2rdacontent | |
| 337 | ▼acomputer▼bc▼2rdamedia | |
| 338 | ▼aonline resource▼bcr▼2rdacarrier | |
| 505 | ▼aCover; 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 | |
| 505 | ▼aChapter 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 | |
| 505 | ▼aUnivariate 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 | |
| 505 | ▼aChapter 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 | ▼aThrough 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 | ▼aDescription based on online resource; title from digital title page (viewed on March 12, 2020). | |
| 590 | ▼aAdded to collection customer.56279.3 | |
| 650 | ▼aStatistics▼xData processing. | |
| 650 | ▼aMathematical statistics. | |
| 650 | ▼aMultivariate analysis. | |
| 650 | ▼aMathematical statistics.▼2fast▼0(OCoLC)fst01012127 | |
| 650 | ▼aMultivariate analysis.▼2fast▼0(OCoLC)fst01029105 | |
| 650 | ▼aStatistics▼xData processing.▼2fast▼0(OCoLC)fst01132113 | |
| 655 | ▼aElectronic books. | |
| 776 | ▼iPrint version:▼aBaker, Lee.▼tAssociations and Correlations : Unearth the Powerful Insights Buried in Your Data.▼dBirmingham : Packt Publishing, Limited, 짤2019▼z9781838980412 | |
| 856 | ▼3EBSCOhost▼uhttp://search.ebscohost.com/login.aspx?direct=true&scope=site&db=nlebk&db=nlabk&AN=2181408 | |
| 938 | ▼aAskews and Holts Library Services▼bASKH▼nAH36450060 | |
| 938 | ▼aProQuest Ebook Central▼bEBLB▼nEBL5808106 | |
| 938 | ▼aYBP Library Services▼bYANK▼n300678111 | |
| 938 | ▼aEBSCOhost▼bEBSC▼n2181408 | |
| 994 | ▼a92▼bN |
Associations and Correlations :Unearth the Powerful Insights Buried in Your Data /Lee Baker
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전자책
서명
Associations and Correlations :Unearth the Powerful Insights Buried in Your Data /Lee Baker
저자명
발행사항
Birmingham : Packt Publishing, Limited 2019.
형태사항
1 online resource (134 pages)
주기사항
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.
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