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Causal Analysis in Biomedicine and Epidemiology Based on Minimal Sufficient Causation 1st Edition by Mikel Aickin 1482275775 9781482275773

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Causal Analysis in Biomedicine and Epidemiology Based on Minimal Sufficient Causation 1st Edition Mikel Aickin Digital Instant Download

Author(s): Mikel Aickin
ISBN(s): 9780824707484, 0824707486
Edition: 1st
File Details: PDF, 9.32 MB
Year: 2002
Language: english
SKU: EB-1618036 Category: Tag:

Causal Analysis in Biomedicine and Epidemiology Based on Minimal Sufficient Causation 1st Edition by Mikel Aickin – Ebook PDF Instant Download/Delivery: 1482275775, 9781482275773
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ISBN 10: 1482275775
ISBN 13: 9781482275773
Author: Mikel Aickin

“Provides current models, tools, and examples for the formulation and evaluation of scientific hypotheses in causal terms. Introduces a new method of model parametritization. Illustrates structural equations and graphical elements for complex causal systems.”

Causal Analysis in Biomedicine and Epidemiology Based on Minimal Sufficient Causation 1st Table of contents:

1. Orientation

2. What Is Causation?

3. Naïve Minimal Sufficient Cause

References

4. Events and Probabilities

5. Unitary Algebra

6. Nontrivial Implication

Reference

7. Tiny Examples

8. The One-Factor Model

References

9. Graphical Elements

Reference

10. Causations

11. Structural Equations

12. The Two-Factor Model

13. Down Syndrome Example

14. Marginalization

15. Stratification

16. Obesity Example

17. Attribution

18. Indirect Cause: Probabilities

19. Indirect Cause: Structures

References

20. Reversal

Reference

21. Gestational Diabetes Example

22. More Reversal

23. Double Reversal

24. Complex Indirect Cause

25. Dual Causation: Probabilities

Reference

26. Dual Causation: Structures

27. Paradoxical Causation

Reference

28. Interventions

References

29. Causal Covariance

30. Unitary Rates

31. Functional Causation

Reference

32. The Causation Operator

33. Causal Modeling

34. Dependence

35. DAG Theory

References

36. Epilogue

Reference

37. Further Reading

Index

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Mikel Aickin,Causal Analysis,Biomedicine