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20240329122006.0 |
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201121s2020 xx o ||| 0 eng d |
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|a EBLCP
|b eng
|c EBLCP
|d EBLCP
|d MUU
|d OCLCO
|d REDDC
|d OCLCF
|d OCLCQ
|d OCLCO
|d OCLCQ
|d OCLCL
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| 020 |
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|a 9781119523130
|q (paperback)
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| 020 |
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|a 1119523133
|q (paperback)
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| 035 |
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|a (OCoLC)1223094618
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|a QA273.18
|b .D574 2021
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| 082 |
0 |
4 |
|a 519.5
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| 049 |
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|a UAMI
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| 100 |
1 |
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|a Wiedermann, Wolfgang.
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| 245 |
1 |
0 |
|a Direction Dependence in Statistical Modeling
|h [electronic resource] :
|b Methods of Analysis.
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| 260 |
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|a Newark :
|b John Wiley & Sons, Incorporated,
|c 2020.
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| 300 |
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|a 1 online resource (435 p.)
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| 500 |
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|a Description based upon print version of record.
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| 505 |
0 |
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|a Cover -- Title Page -- Copyright -- Contents -- About the Editors -- Notes on Contributors -- Acknowledgments -- Preface -- Part I Fundamental Concepts of Direction Dependence -- Chapter 1 From Correlation to Direction Dependence Analysis 1888-2018 -- 1.1 Introduction -- 1.2 Correlation as a Symmetrical Concept of X and Y -- 1.3 Correlation as an Asymmetrical Concept of X and Y -- 1.4 Outlook and Conclusions -- References -- Chapter 2 Direction Dependence Analysis: Statistical Foundations and Applications -- 2.1 Some Origins of Direction Dependence Research
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| 505 |
8 |
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|a 2.2 Causation and Asymmetry of Dependence -- 2.3 Foundations of Direction Dependence -- 2.3.1 Data Requirements -- 2.3.2 DDA Component I: Distributional Properties of Observed Variables -- 2.3.3 DDA Component II: Distributional Properties of Errors -- 2.3.4 DDA Component III: Independence Properties -- 2.3.5 Presence of Confounding -- 2.3.6 An Integrated Framework -- 2.4 Direction Dependence in Mediation -- 2.5 Direction Dependence in Moderation -- 2.6 Some Applications and Software Implementations -- 2.7 Conclusions and Future Directions -- References
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| 505 |
8 |
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|a Chapter 3 The Use of Copulas for Directional Dependence Modeling -- 3.1 Introduction and Definitions -- 3.1.1 Why Copulas? -- 3.1.2 Defining Directional Dependence -- 3.2 Directional Dependence Between Two Numerical Variables -- 3.2.1 Asymmetric Copulas -- 3.2.2 Regression Setting -- 3.2.3 An Alternative Approach to Directional Dependence -- 3.3 Directional Association Between Two Categorical Variables -- 3.4 Concluding Remarks and Future Directions -- References -- Part II Direction Dependence in Continuous Variables
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| 505 |
8 |
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|a Chapter 4 Asymmetry Properties of the Partial Correlation Coefficient: Foundations for Covariate Adjustment in Distribution-Based Direction Dependence Analysis -- 4.1 Asymmetry Properties of the Partial Correlation Coefficient -- 4.2 Direction Dependence Measures when Errors Are Non-Normal -- 4.3 Statistical Inference on Direction Dependence -- 4.4 Monte-Carlo Simulations -- 4.4.1 Study I: Parameter Recovery -- 4.4.1.1 Results -- 4.4.2 Study II: CI Coverage and Statistical Power -- 4.4.2.1 Type I Error Coverage -- 4.4.2.2 Statistical Power -- 4.5 Data Example -- 4.6 Discussion
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| 505 |
8 |
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|a 4.6.1 Relation to Causal Inference Methods -- References -- Chapter 5 Recent Advances in Semi-Parametric Methods for Causal Discovery -- 5.1 Introduction -- 5.2 Linear Non-Gaussian Methods -- 5.2.1 LiNGAM -- 5.2.2 Hidden Common Causes -- 5.2.3 Time Series -- 5.2.4 Multiple Data Sets -- 5.2.5 Other Methodological Issues -- 5.3 Nonlinear Bivariate Methods -- 5.3.1 Additive Noise Models -- 5.3.1.1 Post-Nonlinear Models -- 5.3.1.2 Discrete Additive Noise Models -- 5.3.2 Independence of Mechanism and Input -- 5.3.2.1 Information-Geometric Approach for Causal Inference
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| 500 |
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|a 5.3.2.2 Causal Inference with Unsupervised Inverse Regression.
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| 590 |
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|a ProQuest Ebook Central
|b Ebook Central Academic Complete
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| 650 |
|
0 |
|a Dependence (Statistics)
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| 650 |
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6 |
|a Dépendance (Statistique)
|
| 650 |
|
7 |
|a Dependence (Statistics)
|2 fast
|
| 700 |
1 |
|
|a Kim, Daeyoung,
|d 1975-
|1 https://id.oclc.org/worldcat/entity/E39PCjJx9JgMKb38WTKfDXVHmd
|
| 700 |
1 |
|
|a Sungur, Engin A.
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| 700 |
1 |
|
|a von Eye, Alexander.
|
| 776 |
0 |
8 |
|i Print version:
|a Wiedermann, Wolfgang
|t Direction Dependence in Statistical Modeling : Methods of Analysis
|d Newark : John Wiley & Sons, Incorporated,c2020
|z 9781119523079
|
| 856 |
4 |
0 |
|u https://ebookcentral.uam.elogim.com/lib/uam-ebooks/detail.action?docID=6396367
|z Texto completo
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| 938 |
|
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|a ProQuest Ebook Central
|b EBLB
|n EBL6396367
|
| 994 |
|
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|a 92
|b IZTAP
|
