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Inductive reasoning

Inductive reasoning

Inductive reasoning

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Inductive reasoning refers to a variety of methods of reasoning in which the conclusion of an argument is supported not with deductive certainty, but at best with some degree of probability. Unlike deductive reasoning, where the conclusion is certain, given the premises are correct, inductive reasoning produces conclusions that are at best probable, given the premises provided.

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"Induction... is a process of inference; it proceeds from the known to the unknown; and any operation involving no inference, any process in which what seems the conclusion is no wider than the premises from which it is drawn, does not fall within the meaning of the term. ...A general proposition is one in which the predicate is affirmed or denied of an unlimited number of individuals; namely, all, whether few or many, existing or capable of existing, which possess the properties connoted by the subject of the proposition."
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Inductive reasoning
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"Inductive reasoning is reasoning from particular facts to a general law, or proposition, called the conclusion. Inductive reasoning is synthetic; that is, it builds up the law (the proposition) by giving particular instances in which that law is true. It is by inductive reasoning that we have established most of our laws in the natural sciences. We have proved the proposition, Wild geese fly south in winter, by inductive reasoning, for we have noted particular instances, and from the particular facts we have reasoned to the proposition."
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Inductive reasoning
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"Inductive reasoning in mathematics is more closely related to deduction and the conclusions more certain than in the natural sciences, for the concepts in mathematics are not gained directly from observation (e.g., square, right angle, circle), but are made by putting together in the definition certain simple characteristics that are already known, while in the natural sciences the essential characteristics of any class of things are determined by observation and experiment, and may be changed at any time by examination of other specimens."
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Inductive reasoning
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"Although... there is not yet extant a body of Inductive Logic, scientifically constructed; the materials for its construction exist, widely scattered, but abundant: and the selection and arrangement of those materials is a task with which intellects of the highest order, possessed of the necessary acquirements, have at length consented to occupy themselves. Within a few years three writers, profoundly versed in every branch of physical science, and not unaccustomed to carry their speculations into still higher regions of knowledge, have made attempts, of unequal but all of very great merit, towards the creation of a Philosophy of Induction: Sir John Herschel, in his [A Preliminary] Discourse on the Study of Natural Philosophy; Mr. Whewell, in his History and Philosophy of the Inductive Sciences; and, greatest of all, M. Auguste Comte, in his Cours de Philosophic Positive, a work which only requires to be better known, to place its author in the very highest class of European thinkers. That the present writer does not consider any of these philosophers, or even all of them together, to have entirely accomplished this important work, is implied in his attempting to contribute something further towards its achievement..."
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Inductive reasoning
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"The examples of plausible reasoning collected in this book... may throw light upon a much agitated philosophical problem: the problem of induction. The crucial question is: Are there rules for induction? ...the question should be... treated... in closer touch with the practice of scientists. ...older writers, such as Euler and Laplace, clearly perceived... that the role of inductive evidence in mathematical investigation is similar to its role in physical research. ...so the door opens to investigating induction inductively."
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Inductive reasoning
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"The first and second editions of the "System of Logic" contained a passage which purported to controvert the views of Archbishop Whately respecting Inductive Syllogism. In the third edition the most controversial portions of this passage are omitted, and additions are made, which materially modify the result. But it is still implied, that "Archbishop Whatelys must be held to be the correct account" of no more than "the immediate major-premise in every inductive argument;" and it is still maintained, that "if we throw the whole course of any inductive argument into a series of syllogisms, we shall arrive, by more or fewer steps, at an ultimate syllogism, which will have for its major-premiss the principle, or axiom, of the uniformity of the course of nature;" which principle or axiom is regarded by Mr. Mill as known to us only by "induction."
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Inductive reasoning
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"My intention is not to replace one set of general rules by another such set: my intention is, rather, to convince the reader that all methodologies, even the most obvious ones, have their limits. The best way to show this is to demonstrate the limits and even the irrationality of some rules which she, or he, is likely to regard as basic. In the case of induction (including induction by falsification) this means demonstrating how well the counterinductive procedure can be supported by argument."
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Inductive reasoning

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