Models in statistical social research

Models in Statistical Social Research

Volumn , Issue , 2009, Pages 1-146

  Rohwer, Götz ^a  

^a RUHR UNIVERSITY BOCHUM   (Germany)

Author keywords

[No Author keywords available]

Indexed keywords

EID: 84905607981     PISSN: None     EISSN: None     Source Type: Book    
DOI: 10.4324/9780203865804     Document Type: Book

References (113)

1. Barker, S. (2004) "Analysing Chancy Causation without Appeal to Chance-raising", Cause and Chance, ed. P. Dowe and P. Noordhof, London: Routledge, 120-37.
2. Bartholomew, D. J. (1982) Stochastic Models for Social Processes, 3rd edn, New York: Wiley.
3. Bates, F. L. and Peacock, W. G. (1989) "Conceptualizing Social Structure: The Misuse of Classification in Structural Modeling", American Sociological Review 54, 565-77.
4. Berkowitz, S. D. (1988) "Afterword: Toward a Formal Structural Sociology", Social Structures: A Network Approach, ed. B. Wellman and S. D. Berkowitz, Cambridge: Cambridge University Press, 477-97.
5. Blalock, H. M. (1984) "Contextual-Effects Models: Theoretical and Methodological Issues", Annual Review of Sociology 10, 353-72.
6. Blau, P. M. (1974) "Parameters of Social Structure", Approaches to the Study of Social Structure (1976), London: Open Books, 220-53.
7. Blau, P. M. (1994) Structural Contexts of Opportunities, Chicago: University of Chicago Press.
8. Blossfeld, H.-P., Klijzing, E., Pohl, K. and Rohwer, G. (1999) "Why Do Cohabiting Couples Marry? An Example of a Causal Event History Approach to Interdependent Systems", Quality & Quantity 33, 229-42.
9. Bollen, K. A. (1989) Structural Equations with Latent Variables, New York: Wiley.
10. Brüderl, J. and Diekmann, A. (1995) "The Log-Logistic Rate Model", Sociological Methods & Research 24, 158-86.
11. Burt, R. S. (1982) Toward a Structural Theory of Action, New York: Academic Press.
12. Buskens, V. and Yamaguchi, K. (1999) "A New Model for Information Diffusion in Heterogenous Social Networks", Sociological Methodology 29, 281-325.
13. Carroll, J. W. (1991) "Property-Level Causation?", Philosophical Studies 63, 245-70.
14. Cartwright, N. (1979) "Causal Laws and Effective Strategies", Noûs 13, 419-37.
15. Clogg, C. C. and Haritou, A. (1997) "The Regression Method of Causal Inference and a Dilemma Confronting This Method", Causality in Crisis? Statistical Methods and the Search for Causal Knowledge in the Social Sciences, ed. V. R. McKim and S. P. Turner, Notre Dame: University of Notre Dame Press, 83-112.
16. Coleman, J. S. (1990) Foundations of Social Theory, Cambridge: Harvard University Press.
17. Collier, D., Brady, H. E. and Seawright, J. (2004) "Sources of Leverage in Causal Inference: Toward an Alternative View of Methodology", Rethinking Social Inquiry, ed. H. E. Brady and D. Collier, New York: Rowman & Littlefield, 229-66.
18. Cooper, G. F. (1999) "An Overview of the Representation and Discovery of Causal Relationships Using Bayesian Networks", Computation, Causation, and Discovery, ed. C. Glymour and G. F. Cooper, Cambridge: MIT Press, 3-62.
19. Cox, D. R. (1992) "Causality: Some Statistical Aspects", Journal of the Royal Statistical Society A 155, 291-301.
20. Cox, D. R. and Wermuth, N. (1996) Multivariate Dependencies-Models, Analysis and Interpretation, London: Chapman & Hall.
21. Cox, D. R. and Wermuth, N. (2004) "Causality: a Statistical View", International Statistical Review 72, 285-305.
22. Dawid, A. P. (2000) "Causal Inference without Counterfactuals", Journal of the American Statistical Association 95, 407-24.
23. Dawid, A. P. (2002) "Influence Diagrams for Causal Modelling and Inference", International Statistical Review 70, 161-89.
24. Dawid, A. P. (2006) Counterfactuals, Hypotheticals and Potential Responses: A Philosophical Examination of Statistical Causality, Research Report No. 269, Department of Statistical Science, University College London.
25. Diekmann, A. (1989) "Diffusion and Survival Models for the Process of Entry to Marriage", Journal of Mathematical Sociology 14, 31-44.
26. Duncan, G. J. and Raudenbush, S. W. (1999) "Assessing the Effects of Context in Studies of Child and Youth Development", Educational Psychologist 34, 29-41.
27. Eells, E. (1988) "Probabilistic Causal Interaction and Disjunctive Causal Factors", Probability and Causality, ed. J. H. Fetzer, Dordrecht: Reidel, 189-209.
28. Eells, E. (1991) Probabilistic Causality, Cambridge: Cambridge University Press.
29. Eells, E. and Sober, E. (1983) "Probabilistic Causality and the Question of Transitivity", Philosophy of Science 50, 35-57.
30. Elwert, F. and Winship, C. (2002) "Commentary: Population versus Individual Level Causal Effects", International Journal of Epidemiology 31, 432-4.
31. Everett, M. G., Boyd, J. P. and Borgatti, S. P. (1990) "Ego-Centered and Local Roles: A Graph Theoretic Approach", Journal of Mathematical Sociology 15, 163-72.
32. Fisher, R. A. (1922) "On the Mathematical Foundations of Theoretical Statistics", Philosophical Transactions of the Royal Society of London, Series A, Vol. 222, 309-68.
33. Freedman, D. A. (1985) "Statistics and the Scientific Method", Cohort Analysis in Social Research, ed. W. M. Mason and S. E. Fienberg, New York: Springer-Verlag, 343-66.
34. Freedman, D. A. (1992) "As Others See Us: A Case Study in Path Analysis", The Role of Models in Nonexperimental Social Science: Two Debates, ed. J. P. Shaffer, Washington: American Educational Research Association, 3-30.
35. Glenn, N. D. (1977) Cohort Analysis, Beverly Hills: Sage.
36. Glymour, C., Spirtes, P. and Scheines, R. (1991) "Causal Inference", Erkenntnis 35, 151-89.
37. Goldthorpe, J. H. (2001) "Causation, Statistics, and Sociology", European Sociological Review 17, 1-20.
38. Greene, W. H. (1993) Econometric Analysis, 2nd edn, New York: Macmillan.
39. Greenland, S., Pearl, J. and Robins, J. M. (1999) "Causal Diagrams for Epidemiologic Research", Epidemiology 10, 37-48.
40. Greve, H. R., Tuma, N. B. and Strang, D. (2001) "Estimating Diffusion Processes from Incomplete Data", Sociological Methods & Research 29, 435-67.
41. Hausman, D. M. (1998) Causal Asymmetries, Cambridge: Cambridge University Press.
42. Heckman, J. J. (1990) "Selection Bias and Self-selection", The New Palgrave: Econometrics, ed. J. Eatwell, M. Milgate and P. Newman, New York: W. W. Norton & Comp., 201-24.
43. Heckman, J. J. (1992) "Randomization and Social Policy Evaluation", Evaluating Welfare and Training Programs, ed. C. F. Manski and I. Garfinkel, Cambridge: Harvard University Press, 201-30.
44. Heckman, J. J. (1996) "Comment", Journal of the American Statistical Association 91, 459-62.
45. Heckman, J. J. (2000) "Causal Parameters and Policy Analysis in Economics: A Twentieth Century Retrospective", Quarterly Journal of Economics 115, 45-97.
46. Heckman, J. J. (2005) "The Scientific Model of Causality", Sociological Methodology 35, 1-97.
47. Hernes, G. (1976) "Structural Change in Social Processes", American Journal of Sociology 82, 513-47.
48. Hitchcock, C. R. (1993) "A Generalized Probabilistic Theory of Causal Relevance", Synthese 97, 335-64.
49. Holland, P. W. (1986) "Statistics and Causal Inference", Journal of the American Statistical Association 81, 945-68.
50. Holland, P. W. (1988a) "Causal Inference, Path Analysis, and Recursive Structural Equation Models", Sociological Methodology 1988, ed. CC. Clogg, San Francisco: Jossey-Bass, 449-84.
51. Holland, P. W. (1988b) "Comment: Causal Mechanism or Causal Effect: Which is Best for Statistical Science?", Statistical Science 3, 186-89.
52. Holland, P. W. (1993) "Which Comes First, Cause or Effect?", A Handbook for Data Analysis in the Behavioral Sciences, ed. G. Keren and C. Lewis, Hillsdale: Lawrence Erlbaum, 273-82.
53. Holland, P. W. (1994) "Probabilistic Causality Without Probability", Patrick Suppes: Scientific Philosopher, Vol. 1, ed. P. Humphreys, Dordrecht: Kluwer, 257-92.
54. Holland, P. W. (2001) "The Causal Interpretation of Regression Coefficients", Stochastic Causality, ed. M. C. Galavotti, P. Suppes and D. Costantini, Stanford: Center for the Study of Language and Information, 173-87.
55. Homans, G. C. (1951) The Human Group, London: Routledge & Kegan Paul.
56. Homans, G. C. (1976) "What Do We Mean by Social "Structure"?", Approaches to the Study of Social Structure, ed. P. M. Blau, London: Open Books, 53-65.
57. International Statistical Institute (1986) "Declaration on Professional Ethics", International Statistical Review 54, 227-42.
58. Jauss, H. (1973) "Versuch einer Ehrenrettung des Ereignisbegriffs", Geschichte - Ereignis und Erzählung, ed. R. Koselleck and W. D. Stempel, München: Fink, 554-60.
59. King, G., Keohane, R. O. and Verba, S. (1994) Designing Social Inquiry. Scientific Inference in Qualitative Research, Princeton: Princeton University Press.
60. Knoke, D. and Kuklinski, J. H. (1982) Network Analysis, Newbury Park: Sage.
61. McKim, V. R. (1997) "Introduction", Causality in Crisis? Statistical Methods and the Search for Causal Knowledge in the Social Sciences, ed. V. R. McKim and S. P. Turner, Notre Dame: University of Notre Dame Press, 1-19.
62. Maddala, G. S. (1977) "Self-Selectivity Problems in Econometric Models", Applications of Statistics, ed. P. R. Krishnaiah, Amsterdam: North-Holland, 351-66.
63. Maddala, G. S. (1983) Limited-dependent and Qualitative Variables in Econometrics, Cambridge: Cambridge University Press.
64. Mahajan, V. and Peterson, R. A. (1985) Models for Innovation Diffusion, Beverly Hills: Sage.
65. Marini, M. M. and Singer, B. (1988) "Causality in the Social Sciences", Sociological Methodology 1988, ed. C. C. Clogg, San Francisco: Jossey-Bass, 347-409.
66. Morris, M. (1994) "Epidemiology and Social Networks: Modeling Structured Diffusion", Advances in Social Network Analysis, ed. S. Wasserman and J. Galaskiewicz, Thousand Oakes: Sage, 26-52.
67. Nurmi, H. (1974) "Social Causality and Empirical Data Reduction Techniques", Quality and Quantity 8, 159-80.
68. Oakeshott, M. (1983) On History and Other Essays, Oxford: Basil Blackwell.
69. Palloni, A. (2001) "Diffusion in Sociological Analysis", Diffusion Processes and Fertility Transition, ed. J. B. Casterline, Washington: National Academy Press, 66-114.
70. Papineau, D. (2001) "Metaphysics over Methodology-or, Why Infidelity Provides No Grounds to Divorce Causes from Probabilities", Stochastic Causality, ed. M. C. Galavotti, P. Suppes and D. Costantini, Stanford: Center for the Study of Language and Information, 15-38.
71. Pearl, J. (1998) "Graphs, Causality, and Structural Equation Models", Sociological Methods & Research 27, 226-84.
72. Pearl, J. (1999) "Graphs, Structural Models, and Causality", Computation, Causation, and Discovery, ed. C. Glymour and G. F. Cooper, Cambridge: MIT Press, 95-138.
73. Pearl, J. (2000) Causality, Cambridge: Cambridge University Press.
74. Pötter, U. (2006) "Probabilistische Selektionsmodelle", Methoden der Sozialforschung, ed. A. Diekmann, Wiesbaden: VS Verlag für Sozialwissenschaften, 172-202.
75. Pötter, U. and Blossfeld, H.-P. (2001) "Causal Inference from Series of Events", European Sociological Review 17, 21-32.
76. Przeworski, A. and Teune, H. (1970) The Logic of Comparative Social Inquiry, New York: Wiley.
77. Robins, J. M. (1999) "Association, Causation, and Marginal Structural Models", Synthese 121, 151-79.
78. Rogers, E. M. (1995) Diffusion of Innovations, 4th edn, New York: Free Press.
79. Rohwer, G. and Pötter, U. (2001) Grundzüge der sozialwissenschaftlichen Statistik, Weinheim: Juventa.
80. Rohwer, G. and Pötter, U. (2002a) Methoden sozialwissenschaftlicher Datenkonstruktion, Weinheim: Juventa.
81. Rohwer, G. and Pötter, U. (2002b) Wahrscheinlichkeit. Begriff und Rhetorik in der Sozialforschung, Weinheim: Juventa.
82. Rosenbaum, P. R. (1984) "From Association to Causation in Observational Studies: The Role of Tests of Strongly Ignorable Treatment Assignment", Journal of the American Statistical Association 79, 41-8.
83. Rosenbaum, P. R. (2002) Observational Studies, 2nd edn, New York: Springer-Verlag.
84. Rosenbaum, P. R. and Rubin, D. B. (1983) "The Central Role of the Propensity Score in Observational Studies for Causal Effects", Biometrika 70, 41-55.
85. Rothman, K. J. and Greenland, S. (2005) "Causation and Causal Inference in Epidemiology", American Journal of Public Health 95, Supp. 1, 144-50.
86. Rubin, D. B. (1974) "Estimating Causal Effects of Treatments in Randomized and Nonrandomized Studies", Journal of Educational Psychology 66, 688-701.
87. Rubin, D. B. (1990) "Comment: Neyman (1923) and Causal Inference in Experiments and Observational Studies", Statistical Science 5, 472-80.
88. Ryle, G. (1949) The Concept of Mind, London: Hutchinson.
89. Scheines, R. (1997) "An Introduction to Causal Inference", Causality in Crisis? Statistical Methods and the Search for Causal Knowledge in the Social Sciences, ed. V. R. McKim and S. P. Turner, Notre Dame: University of Notre Dame Press, 185-99.
90. Sewell, W. H. (1992) "A Theory of Structure: Duality, Agency, and Transformation", American Journal of Sociology 98, 1-29.
91. Shadish, W. R., Cook, T. D. and Campbell, D. T. (2002) Experimental and Quasi- Experimental Designs for Generalized Causal Inference, Boston: Houghton Mifflin.
92. Smith, B. C. (1996) On the Origin of Objects, Cambridge: MIT Press.
93. Sobel, M. E. (1995) "Causal Inference in the Social and Behavioral Sciences", Handbook of Statistical Modeling for the Social and Behavioral Sciences, ed. G. Arminger, C. C. Clogg and M. E. Sobel, New York: Plenum Press, 1-38.
94. Sobel, M. E. (2005) "Discussion: The Scientific Model of Causality", Sociological Methodology 35, 99-133.
95. Sober, E. (1982) "Frequency-Dependent Causation", Journal of Philosophy 79, 247-53.
96. Sober, E. (1986) "Causal Factors, Causal Inference, Causal Explanation", The Aristotelian Society 60, Supp., 97-113.
97. Spirtes, P., Glymour, C. and Scheines, R. (1993) Causation, Prediction, and Search, New York: Springer-Verlag.
98. Splawa-Neyman, J. (1990) "On the Application of Probability Theory to Agricultural Experiments", Statistical Science 5, 465-80.
99. Steyer, R., Gabler, S., Davier, A. A. von, Nachtigall, C. and Buhl, T. (2000) "Causal Regression Models I: Individual and Average Causal Effects", Methods of Psychological Research Online 5, No. 2, 39-71.
100. Strang, D. (1991) "Adding Social Structure to Diffusion Models", Sociological Methods & Research 19, 324-53.
101. Strang, D. and Tuma, N. B. (1993) "Spatial and Temporal Heterogeneity in Diffusion", American Journal of Sociology 99, 614-39.
102. Suppes, P. (1970) A Probabilistic Theory of Causality, Amsterdam: North-Holland.
103. Susser, M. (1991) "What is a Cause and How do we Know One? A Grammar for Pragmatic Epidemiology", American Journal of Epidemiology 133, 635-48.
104. Tryfos, P. (2004) The Measurement of Economic Relationships, Dordrecht: Kluwer.
105. Twardy, C. R. and Korb, K. B. (2004) "A Criterion of Probabilistic Causation", Philosophy of Science 71, 241-62.
106. Wasserman, S. and Faust, K. (1994) Social Network Analysis: Methods and Applications, Cambridge: Cambridge University Press.
107. Wellman, B. (1988) "Structural Analysis: From Method and Metaphor to Theory and Substance", Social Structures: A Network Approach, ed. B. Wellman and S. D. Berkowitz, Cambridge: Cambridge University Press, 19-61.
108. Winship, C. and Morgan, S. L. (1999) "The Estimation of Causal Effects from Observational Data", Annual Review of Sociology 25, 659-706.
109. Woodward, J. (1999) "Causal Interpretation in Systems of Equations", Synthese 121, 199-247.
110. Woodward, J. (2001) "Probabilistic Causality, Direct Causes and Counterfactual Dependence", Stochastic Causality, ed. M. C. Galavotti, P. Suppes and D. Costantini, Stanford: Center for the Study of Language and Information, 39-63.
111. Woodward, J. (2003) Making Things Happen. A Theory of Causal Explanation, Oxford: Oxford University Press.
112. Wooldridge, J. M. (2002) Econometric Analysis of Cross Section and Panel Data, Cambridge: MIT Press.
113. Yamaguchi, K. (1994) "Some Accelerated Failure-Time Regression Models Derived from Diffusion Process Models: An Application to a Network Diffusion Analysis", Sociological Methodology 24, 267-300.