Causality

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ISBN: 9781847879332 | 1847879330
Cover: Hardcover
Copyright: 1/28/2010

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This four volume major reference work covers the main issues, methods of analysis, and alternatives, of causality, including the classic texts applying these alternative concepts and methods to empirical cases. The volumes give a substantial historical and philosophical introduction relevant to the concerns of practitioners. As a whole, the volumes represent a complete guide to the literature on social science causality from the beginning to the present.


On the Study of Causes
Quetelet on Probabilities
Causation
Mariage
The Scientific Law
Cause and Effect-Probability
Contingency and Correlation-the Insufficiency of Causation
On the Correlation of Total Pauperism with Proportion of Out-Relief
An Investigation into the Causes in Pauperism in England, Chiefly During the Last Two Intercensal Decades
Partial Association

The Generalizing Theories: Adequate cause
Concerning Cause and the Law of Torts
Causation in Tort Law
Causal Ordering and Identifiability
Spurious Correlation: A causal interpretation
Correlation and Causality: The multivariate case
The Introduction of Additional Variables and the Problem of Spuriousness
The Introduction of Additional Variables and the Elaboration of Analysis
The Environment and Disease: Association or causation?
Investigating Causal Relations by Econometric Models and Cross-spectral Models
Spurious Regressions in Econometrics
Testing for Causality: A personal viewpoint
Statistics and Causal Inference
Statistics and Causal Inference: Comment: Which ifs have causal answers?
Statistics and Causal Inference: Comment
Statistics and Causal Inference: Comment: Statistics and metaphysics
Statistics and Causal Inference: Comment
Statistics and Causal Inference: Rejoinder
Causal Inference, Path Analysis, and Recursive Structural Equations Models
Dangers of Cigarette Smoking
Cigarettes, Cancer, and Statistics
The Nature of Probability
Lung Cancer and Cigarettes
Cancer and Smoking
Inhaling
Review
Sample Selection Bias as a Specification Error
Choosing Among Alternative Nonexperimental Methods for Estimating the Impact of Social Programs: The case of manpower training
Choosing Among Alternative Nonexperimental Methods for Estimating the Impact of Social Programs: The case of manpower training: Comment
Choosing Among Alternative Nonexperimental Methods for Estimating the Impact of Social Programs: The case of manpower training: Comment
Choosing Among Alternative Nonexperimental Methods for Estimating the Impact of Social Programs: The case of manpower training: Rejoinder

Graphs, Causality, and Structural Equation Models
Confounding and Collapsibility in Causal Inference
Causal Diagrams for Empirical Research
Graphical Models for Causation, and the Identification Problem
Measures of Association for Cross Classifications
Simple Models for the Analysis of Association in Cross-classifications Having Ordered Categories
The Multivariate Analysis of Qualitative Data: Interactions among multiple classifications
The Analysis of Cross-classified Data: Independence, quasi-independence, and interactions in contingency tables with or without missing entries
The Central Role of the Propensity Score in Observational Studies for Causal Effects
Estimating Causal Effects of Treatments in Randomized and Nonrandomized Studies
Constructing a Control Group Using Multivariate Matched Sampling Methods that Incorporate the Propensity Score
Reducing Bias in Observational Studies Using Subclassification on the Propensity Score
Identification of Causal Effects Using Instrumental Variables
Bayesian Inference for Causal Effects: The role of randomization
Estimating Causal Effects from Large Data Sets Using Propensity Scores
Assignment of Treatment Group on the Basis of a Covariate
From Association to Causation in Observational Studies: The role of tests of strongly ignorable treatment assignment
Notes on the Theory of Association of Attributes in Statistics
The Interpretation of Interaction in Contingency Tables
On Simpson's Paradox and the Sure-thing Principle
Confounding and Simpson's Paradox
Comment on: 'Confounding and Simpson's Paradox'
Ecological Correlations and the Behavior of Individuals
Social experiments: Some developments over the past fifteen years
The Moderator-mediator Variable Distinction in Social Psychological Research: Conceptual, strategic and statistical considerations

Causal Laws and Effective Strategies
Causes and Conditions
Causation
Causation
Causation as Influence
Small n's and Big Conclusions: An examination of the reasoning in comparative studies based on a small number of cases
Utilizing Causal Models to Discover Flaws in Experiments
Statistical Models and Shoe Leather
From Association to Causation Via Regression
Nuisance Variables and the Ex Post Facto Design
The Path Analysis Controversy: A new statistical approach to strong appraisal of verisimilitude
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Causality

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