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Summary The problem of induction arises due to our apparent inability to justify our use of inductive inference in a non-circular manner.  The inductive skeptic takes the view that it is impossible to justify beliefs arrived at on the basis of inductive inference.  A wide variety of attempts have been made to resolve the problem of induction, usually by proposing justifications of induction.  Attempted justifications of induction include pragmatic, inductive and analytic justifications, as well as Popper's suggestion that the problem of induction may be bypassed since the rational acceptance of theory does not require use of inductive inference.
Key works For the pragmatic justification of induction, see Reichenbach 1938 and Rescher 1973.  A recent version of the inductive justification may be found in Papineau 1992.  The classic source for the analytic justification is Strawson 1952.  Nelson Goodman attempts to shift the ground by replacing the problem of induction with the so-called new riddle of induction Goodman 1954.  For Karl Popper's approach, see Popper 1989.  A naturalistic attempt to justify induction may be found in Kornblith 1993. An important recent approach is John Norton's material theory of induction Norton 2003.
Introductions Salmon 1967; Skyrms 1966, Skyrms 1975 and more recent editions; Vickers 2008.

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  1. Günter Abel (ed.) (2005). Kreativität. Universitätsverlag der TU Berlin.
  2. Peter Anstey (1995). Thomas Reid and the Justification of Induction. History of Philosophy Quarterly 12 (1):77 - 93.
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  3. Greg Bamford (1989). Watkins and the Pragmatic Problem of Induction. Analysis 49 (4):203 - 205..
    Watkins proposes a neo-Popperian solution to the pragmatic problem of induction. He asserts that evidence can be used non-Inductively to prefer the principle that corroboration is more successful over all human history than that, Say, Counter-Corroboration is more successful either over this same period or in the future. Watkins's argument for rejecting the first counter-Corroborationist alternative is beside the point, However, As whatever is the best strategy over all human history is irrelevant to the pragmatic problem of induction since we (...)
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  4. James Beebe (2008). Can Rationalist Abductivism Solve the Problem of Induction? Pacific Philosophical Quarterly 89 (2):151-168.
    Abstract: According to Laurence BonJour, the problem of induction can be solved by recognizing the a priori necessity that inductive conclusions constitute the best explanations of inductive premises. I defend an interpretation of the key probability claims BonJour makes about inductive premises and show that they are not susceptible to many of the objections that have been lodged against them. I then argue that these purportedly necessary probability claims nevertheless remain deeply problematic and that, as a result, BonJour's proposal fails (...)
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  5. John Bigelow & Robert Pargetter (1997). The Validation of Induction. Australasian Journal of Philosophy 75 (1):62 – 76.
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  6. Anthony Brueckner (2001). BonJour's a Priori Justification of Induction. Pacific Philosophical Quarterly 82 (1):1–10.
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  7. Scott Campbell & James Franklin (2004). Randomness and the Justification of Induction. Synthese 138 (1):79 - 99.
    In 1947 Donald Cary Williams claimed in The Ground of Induction to have solved the Humean problem of induction, by means of an adaptation of reasoning first advanced by Bernoulli in 1713. Later on David Stove defended and improved upon Williams’ argument in The Rational- ity of Induction (1986). We call this proposed solution of induction the ‘Williams-Stove sampling thesis’. There has been no lack of objections raised to the sampling thesis, and it has not been widely accepted. In our (...)
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  8. Charles S. Chihara (1985). Horwich's Justification of Induction. Philosophical Studies 48 (1):107 - 110.
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  9. F. John Clendinnen (1966). Induction and Objectivity. Philosophy of Science 33 (3):215-229.
    This paper is an attempt at a vindication of induction. The point of departure is that induction requires a justification and that the only kind of justification possible is a vindication. However traditional vindications of induction have rested on unjustified assumptions about the aim of induction. This vindication takes the end pursued in induction simply to be correct prediction. It is argued that induction is the only reasonable way of pursuing this end because induction is the only objective method of (...)
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  10. Robert C. Coburn (1961). Braithwaite's Inductive Justification of Induction. Philosophy of Science 28 (1):65-71.
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  11. M. A. Cunningham (1939). The Justification of Induction. Analysis 7 (1):13 - 19.
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  12. Brian Ellis (1988). Solving the Problem of Induction Using a Values-Based Epistemology. British Journal for the Philosophy of Science 39 (2):141-160.
  13. Theodore J. Everett (2010). Observation and Induction. Logos and Episteme 1 (2):303-324.
    This article offers a simple technical resolution to the problem of induction, which is to say that general facts are not always inferred from observations of particular facts, but are themselves sometimes defeasibly observed. The article suggests a holistic account of observation that allows for general statements in empirical theories to be interpreted as observation reports, in place of the common but arguably obsolete idea that observations are exclusively particular. Predictions and other particular statements about unobservable facts can then appear (...)
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  14. Yiftach J. H. Fehige (2005). Kreativität Im Denken. Eine Kritik des Reliabilitätsarguments von John D. Norton Gegen Rationalistische Epistemologien Zur Methode des Gedankenexperiments. In Günter Abel (ed.), Kreativität. Universitätsverlag der TU Berlin.
    In this paper I argue that Norton's case against Brown's rationalism about thought experiments suffers from serious shortcomings, which relate to the nature of induction.
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  15. W. H. Hay (1950). Bertrand Russell on the Justification of Induction. Philosophy of Science 17 (3):266-277.
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  16. John Hosack (1991). On Probabilism and Induction. Topoi 10 (2):227-229.
    R. C. Jeffrey has proposed probabilism as a solution to Hume's problem of justifying induction. This paper shows that the assumptions of his Estimation Theorem, used to justify induction, can be weakened to provide a more satisfactory interpretation. It is also questioned whether the use of probabilism adds significantly to our understanding (or even Hume's understanding) of the problem of induction.
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  17. Colin Howson (2000). Hume's Problem: Induction and the Justification of Belief. Oxford University Press.
    In the mid-eighteenth century David Hume argued that successful prediction tells us nothing about the truth of the predicting theory. But physical theory routinely predicts the values of observable magnitudes within very small ranges of error. The chance of this sort of predictive success without a true theory suggests that Hume's argument is flawed. However, Colin Howson argues that there is no flaw and examines the implications of this disturbing conclusion; he also offers a solution to one of the central (...)
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  18. Colin Howson (1991). The Last Word on Induction? Erkenntnis 34 (1):73 - 82.
    Recent arguments of Watkins, one purporting to show the impossibility of probabilistic induction, and the other to be a solution of the practical problem of induction, are examined and two are shown to generate inconsistencies in his system. The paper ends with some reflections on the Bayesian theory of inductive inference.
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  19. Michael Huemer (2001). The Problem of Defeasible Justification. Erkenntnis 54 (3):375-397.
    The problem of induction and the problem of Cartesian/brain-in-the-vat skepticism have much in common. Both are instances of a general problem of defeasible justification . I use the term "defeasible justification" to refer to a relation between a piece of evidence.
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  20. Bipin Indurkhya (1990). Some Remarks on the Rationality of Induction. Synthese 85 (1):95 - 114.
    This paper begins with a rigorous critique of David Stove''s recent bookThe Rationality of Induction. In it, Stove produced four different proofs to refute Hume''s sceptical thesis about induction. I show that Stove''s attempts to vindicate induction are unsuccessful. Three of his proofs refute theses that are not the sceptical thesis about induction at all. Stove''s fourth proof, which uses the sampling principle to justify one particular inductive inference, makes crucial use of an unstated assumption regarding randomness. Once this assumption (...)
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  21. Henry E. Kyburg Jr (1956). The Justification of Induction. Journal of Philosophy 53 (12):394-400.
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  22. John W. Lenz (1958). Problems for the Practicalist's Justification of Induction. Philosophical Studies 9 (1-2):4 - 8.
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  23. Casimir Lewy (1939). On the "Justification" of Induction. Analysis 6 (5/6):87 - 90.
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  24. Peter Lipton (2004). Inference to the Best Explanation. Routledge/Taylor and Francis Group.
    How do we go about weighing evidence, testing hypotheses, and making inferences? The model of "inference to the best explanation" (IBE) -- that we infer the hypothesis that would, if correct, provide the best explanation of the available evidence--offers a compelling account of inferences both in science and in ordinary life. Widely cited by epistemologists and philosophers of science, IBE has nonetheless remained little more than a slogan. Now this influential work has been thoroughly revised and updated, and features a (...)
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  25. Peter Lipton (2002). Hume's Problem: Induction and the Justification of Belief. British Journal for the Philosophy of Science 53 (4):579-583.
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  26. Barry Loewer, Lawsandinduction(2000).
    "I have come to think that the laws of physics are real because my experience with the laws of physics does not seem to me to be very different in any fundamental way from my experience with rocks. For those who have not lived with the laws of physics, I can offer the obvious argument that the laws of physics as we know them work, and there is no other known way of looking at nature that works in anything like (...)
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  27. Joseph Margolis (1959). The Demand for a Justification of Induction. Synthese 11 (3):259 - 264.
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  28. Nicholas Maxwell, The Problem of Induction and Metaphysical Assumptions Concerning the Comprehensibility and Knowability of the Universe. PhilSci Archive.
    Even though evidence underdetermines theory, often in science one theory only is regarded as acceptable in the light of the evidence. This suggests there are additional unacknowledged assumptions which constrain what theories are to be accepted. In the case of physics, these additional assumptions are metaphysical theses concerning the comprehensibility and knowability of the universe. Rigour demands that these implicit assumptions be made explicit within science, so that they can be critically assessed and, we may hope improved. This leads to (...)
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  29. Nicholas Maxwell, Aim-Oriented Empiricism: David Miller's Critique. PhilSci Archive.
    For three decades I have expounded and defended aim-oriented empiricism, a view of science which, l claim, solves a number of problems in the philosophy of science and has important implications for science itself and, when generalized, for the whole of academic inquiry, and for our capacity to solve our current global problems. Despite these claims, the view has received scant attention from philosophers of science. Recently, however, David Miller has criticized the view. Miller’s criticisms are, however, not valid.
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  30. Nicholas Maxwell (2005). A Mug's Game? Solving the Problem of Induction with Metaphysical Presuppositions. In John Earman & John Norton (eds.), PhilSci Archive.
    A Mug's Game? Solving the Problem of Induction with Metaphysical Presuppositions Nicholas Maxwell Emeritus Reader in Philosophy of Science at University College London Email: nicholas.maxwell@ucl.ac.uk Website: www.nick-maxwell.demon.co.uk Abstract This paper argues that a view of science, expounded and defended elsewhere, solves the problem of induction. The view holds that we need to see science as accepting a hierarchy of metaphysical theses concerning the comprehensibility and knowability of the universe, these theses asserting less and less as we go up the hierarchy. (...)
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  31. Nicholas Maxwell (1993). Induction and Scientific Realism: Einstein Versus Van Fraassen Part One: How to Solve the Problem of Induction. British Journal for the Philosophy of Science 44 (1):61-79.
    In this three-part paper, my concern is to expound and defend a conception of science, close to Einstein's, which I call aim-oriented empiricism. I argue that aim-oriented empiricsim has the following virtues. (i) It solve the problem of induction; (ii) it provides decisive reasons for rejecting van Fraassen's brilliantly defended but intuitively implausible constructive empiricism; (iii) it solves the problem of verisimilitude, the problem of explicating what it can mean to speak of scientific progress given that science advances from one (...)
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  32. Nicholas Maxwell (1979). Induction, Simplicity and Scientific Progress. Scientia 114:629-653.
    In a recent work, Popper claims to have solved the problem of induction. In this paper I argue that Popper fails both to solve the problem, and to formulate the problem properly. I argue, however, that there are aspects of Popper's approach which, when strengthened and developed, do provide a solution to at least an important part of the problem of induction, along somewhat Popperian lines. This proposed solution requires, and leads to, a new theory of the role of simplicity (...)
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  33. Joe Morrison (2011). Skepticism About Inductive Knowledge. In Duncan Pritchard & Sven Bernecker (eds.), The Routledge Companion to Epistemology. Routledge.
  34. Alan Musgrave (2004). How Popper [Might Have] Solved the Problem of Induction. Philosophy 79 (1):19-31.
    Popper famously claimed that he had solved the problem of induction, but few agree. This paper explains what Popper's solution was, and defends it. The problem is posed by Hume's argument that any evidence-transcending belief is unreasonable because (1) induction is invalid and (2) it is only reasonable to believe what you can justify. Popper avoids Hume's shocking conclusion by rejecting (2), while accepting (1). The most common objection is that Popper must smuggle in induction somewhere. But this objection smuggles (...)
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  35. John D. Norton, A Material Solution to the Problem of Induction.
    In a formal theory of induction, inductive inferences are licensed by universal schemas. In a material theory of induction, inductive inferences are licensed by facts. With this change in the conception of the nature of induction, I argue that Hume’s celebrated “problem of induction” can no longer be set up and is thereby dissolved.
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  36. John D. Norton (2003). A Material Theory of Induction. Philosophy of Science 70 (4):647-670.
    Contrary to formal theories of induction, I argue that there are no universal inductive inference schemas. The inductive inferences of science are grounded in matters of fact that hold only in particular domains, so that all inductive inference is local. Some are so localized as to defy familiar characterization. Since inductive inference schemas are underwritten by facts, we can assess and control the inductive risk taken in an induction by investigating the warrant for its underwriting facts. In learning more facts, (...)
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  37. K. W. Rankin (1955). Linguistic Analysis and the Justification of Induction. Philosophical Quarterly 5 (21):316-328.
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  38. Hans Reichenbach (1940). On the Justification of Induction. Journal of Philosophy 37 (4):97-103.
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  39. Nicholas Rescher (1980). Induction: An Essay on the Justification of Inductive Reasoning. Blackwell.
  40. R. D. Rosenkrantz (1992). The Justification of Induction. Philosophy of Science 59 (4):527-539.
    We show there is only one consistent way to update a probability assignment, that given by Bayes's rule. The price of inconsistent updating is a loss of efficiency. The implications of this for the problem of induction are discussed.
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  41. Wesley C. Salmon (1991). Hans Reichenbach's Vindication of Induction. Erkenntnis 35 (1-3):99 - 122.
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  42. Wesley C. Salmon (1963). On Vindicating Induction. Philosophy of Science 30 (3):252-261.
    This paper deals with the problem of vindicating a particular type of inductive rule, a rule to govern inferences from observed frequencies to limits of relative frequencies. Reichenbach's rule of induction is defended. By application of two conditions, normalizing conditions and a criterion of linguistic invariance, it is argued that alternative rules lead to contradiction. It is then argued that the rule of induction does not lead to contradiction when suitable restrictions are placed upon the predicates admitted. Goodman's grue-bleen paradox (...)
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  43. Wesley C. Salmon (1957). Should We Attempt to Justify Induction? Philosophical Studies 8 (3):33 - 48.
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  44. David H. Sanford (1990). The Inductive Support of Inductive Rules: Themes From Max Black. Dialectica 44:23-41.
    Overall, Max Black's defense of the inductive support of inductive rules succeeds. Circularity is best explained in terms of epistemic conditions of inference. When an inference is circular, another inference token of the same type may, because of a difference of surrounding circumstances, not be circular. Black's inductive arguments in support of inductive rules fit this pattern: a token circular in some circumstances may be noncircular in other circumstances.
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  45. Howard Sankey (1997). Induction and Natural Kinds. Principia 1 (2):239-254.
    The paper sketches an ontological solution to an epistemological problem in the philosophy of science. Taking the work of Hilary Kornblith and Brian Ellis as a point of departure, it presents a realist solution to the Humean problem of induction, which is based on a scientific essentialist interpretation of the principle of the uniformity of nature. More specifically, it is argued that use of inductive inference in science is rationally justified because of the existence of real, natural kinds of things, (...)
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  46. Louis D. Sass (1940). The Justification of Induction. Analysis 7 (2):56 - 59.
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  47. Morton L. Schagrin (1964). An Analytic Justification of Induction. British Journal for the Philosophy of Science 14 (56):343-344.
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  48. Campbell Scott & Franklin James (2004). Randomness and the Justification of Induction. Synthese 138:79-99.
    There has been no lack of objections raised to the sampling thesis, and it has not been widely accepted. In our opinion, though, none of these objections has the slightest force, and, moreover, the sampling thesis is undoubtedly true. What we will argue in this paper is that one particular objection that has been raised on numerous occasions is misguided. This concerns the randomness of the sample on which the inductive extrapolation is based.
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  49. D. Stove (1959). Popperian Confirmation and the Paradox of the Ravens. Australasian Journal of Philosophy 37 (2):149 – 151.
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  50. D. C. Stove (1986). The Rationality of Induction. Oxford University Press.
    Writing on the justification of certain inductive inferences, the author proposes that sometimes induction is justified and that arguments to prove otherwise are not cogent. In the first part he examines the problem of justifying induction, looks at some attempts to prove that it is justified, and responds to criticisms of these proofs. In the second part he deals with such topics as formal logic, deductive logic, the theory of logical probability, and probability and truth.
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  51. Richard Swinburne (ed.) (1974). The Justification of Induction. New York]Oxford University Press.
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  52. Hao Wang (1947). Notes on the Justification of Induction. Journal of Philosophy 44 (26):701-710.
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  53. C. H. Whiteley (1940). On the Justification of Induction. Analysis 7 (3):68 - 72.
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  54. Frederick L. Will (1974). Induction and Justification. Ithaca [N.Y.]Cornell University Press.
  55. Frederick L. Will (1959). Justification and Induction. Philosophical Review 68 (3):359-372.
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  56. Chase B. Wrenn (2006). Inter-World Probability and the Problem of Induction. Pacific Philosophical Quarterly 87 (3):387–402.
    Laurence BonJour has recently proposed a novel and interesting approach to the problem of induction. He grants that it is contingent, and so not a priori, that our patterns of inductive inference are reliable. Nevertheless, he claims, it is necessary and a priori that those patterns are highly likely to be reliable, and that is enough to ground an a priori justification induction. This paper examines an important defect in BonJour's proposal. Once we make sense of the claim that inductive (...)
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  57. Z. Ziemba (1961). Rational Belief, Probability and the Justification of Induction. Studia Logica 12 (1).
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