Models of Discovery

Section 1 - Testing Theories of Empirical Phenomena.- to Section 1.- 1.1. Symmetric Tests of the Hypothesis That the Mean of One Normal Population Exceeds That of Another.- 1.2. Statistical Tests as a Basis for 'Yes-No' Choices.- 1.3. Prediction and Hindsight as Confirmatory Evidence.- 1.4. On Judging the Plausibility of Theories.- Section 2 - Causes and Possible Worlds.- to Section 2.- 2.1. Causal Ordering and Identifiability.- 2.2. On the Definition of the Causal Relation.- 2.3. Spurious Correlation: A Causal Interpretation.- 2.4. Cause and Counterfactual (with Nicholas Rescher).- Section 3 - The Logic of Imperatives.- to Section 3.- 3.1. The Logic of Rational Decision.- 3.2. The Logic of Heuristic Decision Making.- Section 4 - Complexity.- to Section 4.- 4.1. Theory of Automata: Discussion.- 4.2. Aggregation of Variables in Dynamic Systems (with Albert Ando).- 4.3. The Theory of Problem Solving.- 4.4. The Organization of Complex Systems.- Section 5 - Theory of Scientific Discovery.- to Section 5.- 5.1. Thinking by Computers.- 5.2. Scientific Discovery and the Psychology of Problem Solving.- 5.3. The Structure of Ill-Structured Problems.- 5.4. Does Scientific Discovery Have a Logic?.- 5.5. Discussion: The Meno Paradox.- Section 6 - Formalizing Scientific Theories.- to Section 6.- 6.1. The Axioms of Newtonian Mechanics.- 6.2. Discussion: The Axiomatization of Classical Mechanics.- 6.3. Definable Terms and Primitives in Axiom Systems.- 6.4. A Note on Almost-Everywhere Definability.- 6.5. The Axiomatization of Physical Theories.- 6.6. Ramsey Eliminability and the Testability of Scientific Theories (with Guy J. Groen).- 6.7. Identifiability and the Status of Theoretical Terms.- Name Index.