Causality in MacroeconomicsCambridge University Press, 13.8.2001 - 311 sivua Causality in Macroeconomics examines causality while taking macroeconomics seriously. A pragmatic and realistic philosophy is joined to a macroeconomic foundation that refines Herbert Simon's well-known work on causal order to make a case for a structural approach to causality. The structural approach is used to understand modern rational expectations models, regime switching models, Granger causality, vector autoregressions, the Lucas critique, and concept exogeneity. Techniques of causal inference based on patterns of stability and instability in the face of identified regime changes are developed and illustrated in two empirical case studies. |
Sisältö
The Problem of Causality in Macroeconomics | 1 |
11 The Legacy of David Hume | 2 |
Accounting for Causes Economically | 8 |
Causal Issues | 12 |
12 Probabilistic Causality in the Humean Tradition | 13 |
13 The Primacy of Structure | 22 |
Making Structures Explicit | 23 |
14 Taking Macroeconomics Seriously | 26 |
LeRoy | 170 |
73 Exogeneity and Causality | 174 |
Concepts of Exogeneity | 175 |
The Demand for Money with Extrapolative Expectations | 178 |
The Demand for Money with Rational Expectations | 180 |
74 The Lucas Critique and Causality | 182 |
Inferring Causal Direction | 191 |
81 A Simple Linear Example | 192 |
The Notion of Causal Structure | 29 |
22 Causal Order | 34 |
23 Pragmatics | 41 |
24 The Causal Field | 43 |
25 Probabilistic Causality | 49 |
26 Robustness and Invariance | 54 |
27 Causal Structure | 59 |
Representing Causal Structure | 60 |
31 A SetTheoretic Formalization of Causal Structure | 61 |
32 Examples of Causally Ordered Structures | 63 |
A Rational Expectations Model | 64 |
A RegimeSwitching Model | 66 |
Articulating Causal Structure | 69 |
41 Types and Tokens | 70 |
42 Variables or Tropes? | 81 |
43 Singular Cause and Concrete Structures | 87 |
44 Causality and Laws | 100 |
The Reality of Macroeconomic Structures | 108 |
51 The Program of Microfoundations | 109 |
52 Is Macroeconomics Ontologically Problematic? | 112 |
53 The Supervenience of Macroeconomics on Microeconomic | 119 |
54 Two Arguments for the Reality of Macroeconomics | 124 |
55 Macroeconomic Structures | 128 |
Causality and Macroeconomic Constraints | 129 |
62 Temporal Order | 131 |
1 Frequency of Observation | 134 |
2 Hidden Variables and Temporal Reversal | 136 |
3 Longrun versus Shortrun Causality | 138 |
63 Marks and Interventions | 140 |
Macroeconometrics and Causality | 144 |
72 Three Current Econometric Approaches to Causality | 149 |
Granger | 150 |
Glymour Scheines Spirtes and Kelly | 155 |
82 Nonlinear Structures | 201 |
A Spending Intervention without CrossEquation Restrictions | 203 |
A Spending Intervention with CrossEquation Restrictions | 204 |
A Tax Intervention with or without CrossEquation Restrictions | 210 |
83 Identifying Interventions | 213 |
Chow Tests | 217 |
Plots of Recursive Regression Coefficients | 219 |
84 Linear Methods in the Context of Endogenous Regime Switching | 220 |
Calibration and MonteCarlo Design | 225 |
Simulation | 226 |
Case Study I The Causal Direction between Taxes and Government Spending in the Postwar Period | 227 |
A DoubleSided CostBenefit Model | 228 |
92 A Chronology of the Tax and Spending Processes | 229 |
93 Evidence | 231 |
Characterization of Distributions | 232 |
Observational Equivalence in Practice | 236 |
OutofSample Projections | 238 |
94 Interpretation | 245 |
95 Conclusion | 246 |
Sources and Definitions | 248 |
Case Study II The Causal Direction between Money and Prices | 250 |
102 Stable and Unstable Periods | 251 |
103 Baseline Regressions | 253 |
Reaction Function or Causal Relation? | 260 |
105 OutofSample | 261 |
1966319854 | 267 |
Patterns of Stability | 274 |
106 Does Currency Cause Prices? | 276 |
Sources and Definitions | 278 |
Causality in Macroeconomics | 283 |
Bibliography | 287 |
305 | |
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Yleiset termit ja lausekkeet
account of causality aggregates analysis argues aspirin birdie Cartwright 1989 causal direction causal field causal inference Causal Markov Condition causal order causal relations causal relationship causal structure causes Chapter Chow statistics Chow test coefficient correlation counterfactual econometric econometricians economic economists effect equation error bands error terms estimated example exogenous expenditure Federal Reserve Federal Reserve System Figure Friedman Glymour Granger Granger-causality Hausman Hendry Hoover Hume Hume's hypothesis implies independent instantiations interest rates interventions INUS condition invariance Kevin D LeRoy LeRoy's linear Lucas Lucas critique macroeconomics marginal microfoundations monetarism monetary money regressions nomic notion observation ontological P₁ parameters particular philosophical price level price regressions probabilistic account probability distribution problem projection random rational expectations recursive Recursive Residuals regime RPOF sample Section stable standard error standard error bands structural account structural break supervenience Table theory tion token-level tokens tranquil period type-level causal V₁ variables
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