Inductive reasoning

Definition

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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A. J. Ayer A General View of Positivism A Treatise on Probability A priori and a posteriori Abductive reasoning Absolute idealism Accelerated failure time model Accident (fallacy)Actuarial science Adaptive clinical trial Akaike information criterion Alexander Bogdanov Alfred North Whitehead Algorithmic information theory Algorithmic probability Alternative hypothesis Altruism Analogy Analysis of covariance Analysis of variance Analytic-synthetic distinction Analytic–synthetic distinction Anderson–Darling test Anecdotal evidence Anscombe transform Antecedent (logic)Anti-realism Antihumanism Antinomy Antipositivism Argument Argument form Argument from analogy Argumentation theory Aristotle Arithmetic mean Arithmetic–geometric mean Artificial Intelligence Astronomy Asymptotic theory (statistics)Auguste Comte Autocorrelation Autoregressive conditional heteroskedasticity Autoregressive model Autoregressive–moving-average model Availability heuristic Average absolute deviation Axioms of probability Baconian method Bar chart Bas van Fraassen Basic belief Bayes' theorem Bayes estimator Bayes factor Bayesian inference Bayesian information criterion Bayesian linear regression Bayesian probability Behavioralism Berlin Circle Bertrand Russell Bias of an estimator Biased sample Binomial regression Bioinformatics Biology Biostatistics Biplot Blocking (statistics)Bootstrapping (statistics)Box plot Box–Cox transformation Box–Jenkins method Breusch–Godfrey test Brownian motion C.S. Peirce C. D. Broad C. P. Snow C S Peirce Cambridge University Press Canonical correlation Carl Gustav Hempel Cartography Case-based reasoning Categorical proposition Categorical variable Causal reasoning Causality Census Central limit theorem Central tendency Charles Sanders Peirce Chemistry Chemometrics Cherry-picked Chi-squared test Chicxulub crater Cicero Classical conditioning Classical logic Claude Henri de Rouvroy, comte de Saint-Simon Clinical study design Clinical trial Closed world assumption Cluster analysis Cluster sampling Cochran–Mantel–Haenszel statistics Coefficient of determination Coefficient of variation Cohen's kappa Coherentism Cohort study Cointegration Commensurability (philosophy of science)Common sense Complete induction Completeness (statistics)Conditional probability Confidence interval Confirmation bias Confirmation holism Confounding Conjectures and Refutations Consequent Consilience Construct (philosophy)Constructive empiricism Constructive realism Constructivist epistemology Contextualism Contingency (philosophy)Contingency table Continuous probability distribution Contradiction Contraharmonic mean Control chart Control variable Conventionalism Converse accident Correlation Correlation and dependence Correlation function Correlogram Count data Counterinduction Creative synthesis Credible interval Cretaceous–Paleogene extinction event Crime statistics Critical History of Philosophy Critical rationalism Critical theory Critical thinking Criticism of science Critique of Pure Reason Cross-correlation Cross-sectional study Cross-validation (statistics)Cubic mean D. Reidel Data cleaning Data collection Data preprocessing Data transformation (statistics)David Hume Deccan Traps Decomposition of time series Deductive-nomological model Deductive closure Deductive inference Deductive reasoning Defeasible reasoning Definition Degrees of freedom (statistics)Deirdre McCloskey Demarcation problem Demographic statistics Dempster–Shafer theory Density estimation Dependent and independent variables Description Descriptive research Descriptive statistics Design of experiments Determinism Detrending Dichotomy Dickey–Fuller test Dicto simpliciter Differencing Dimensionality reduction Divergence (statistics)Dogmatic school Donald A. Gillies Durbin–Watson statistic E. P. Thompson Early modern philosophy Econometrics Edward N. Zalta Effect size Efficiency (statistics)Eliminative induction Elliptical distribution Empiric school Empirical distribution function Empirical evidence Empiricism Encyclopedia Americana Engineering statistics Entailment Environmental statistics Epidemiology Epilogism Epistemological anarchism Epistemological idealism Epistemological nihilism Epistemological pluralism Epistemological realism Epistemology Ernst Laas Ernst Mach Errors and residuals Estimating equations Eugen Dühring Evidence Evidence-based practice Evolutionism Exact sciences Expectation (epistemic)Experiment Explanation Explanatory power Exponential family Exponential smoothing F-test Fact Factor analysis Factorial experiment Failure mode and effects analysis Failure rate Faith and rationality Fallibilism Falsifiability Fan chart (statistics)Feature scaling Feminist method First-hitting-time model Fisher transformation Forest plot Formal proof Formal semantics (natural language)Foundationalism Fourier analysis Francis Bacon French Revolution Frequency distribution Frequency domain Frequentist inference Friedman test Functional contextualism G-test Galen Galileo Galilei Gambler's fallacy Gaston Bachelard Geisteswissenschaft General linear model Generalized linear model Generalized mean Geographic information system Geometric mean Georg Friedrich Wilhelm Hegel Geostatistics German idealism Gilbert Harman Goodness of fit Gottfried Wilhelm Leibniz Gottlob Frege Grammar induction Granger causality Graphical model Great Debates (international relations)Grouped data György Lukács Habituation Hans-Georg Gadamer Hans Reichenbach Hard and soft science Harmonic mean Hasty generalization Heatmap Heinz mean Henri Poincaré Herbert Marcuse Hermeneutics Heronian mean Histogram Historicism Historism History and Class Consciousness History and philosophy of science History of logic History of science Hodges–Lehmann estimator Holism Homoscedasticity and heteroscedasticity Human science Humanities Hume's fork Hypothesis Hypothetico-deductive model Ian Hacking Idealism and Positivism Ignoramus et ignorabimus Immanuel Kant Impact winter Imprinting (psychology)Imre Lakatos Index of dispersion Index of logic articles India Indiana Philosophy Ontology Project Inductionism Inductive logic programming Inductive probability Inductive programming Inductive reasoning aptitude Inductivism Inference Inference to the Best Explanation Inference to the best explanation Informal logic Inquiry Insight learning Instrumentalism Interaction (statistics)Internet Encyclopedia of Philosophy Interquartile range Intertheoretic reduction Interval estimation Intuitive statistics Isaac Newton Isotonic regression Jackknife resampling Jarque–Bera test Jean Nicod Johansen test John Locke John Maynard Keynes John Stuart Mill Jonckheere's trend test Jurimetrics Justification (epistemology)Jürgen Habermas Kaplan–Meier estimator Karl Pearson Karl Popper Kendall rank correlation coefficient Kibibyte Knowledge Knowledge and Human Interests Kolmogorov complexity Kolmogorov–Smirnov test Kriging Kruskal–Wallis test Kurtosis L-moment Language, Truth, and Logic Larry Laudan Late modern philosophy Lateral thinking Laurence Jonathan Cohen Law Learning Least-squares spectral analysis Legal positivism Lehmann–Scheffé theorem Lehmer mean Likelihood-ratio test Likelihood function Likelihood interval Lilliefors test Line chart Linear discriminant analysis Linear regression Linguistic entailment List of Boolean algebra topics List of fallacies List of fields of application of statistics List of logic symbols List of logicians List of mathematical logic topics List of paradoxes List of philosophers of science List of rules of inference List of set theory topics List of statistical tests List of statistics articles Ljung–Box test Location parameter Location–scale family Log-rank test Log transformation Logic Logic in computer science Logical argument Logical consequence Logical form Logical positivism Logical reasoning Logical truth Logistic regression Loss function Lp space M-estimator MIT Press Mann–Whitney U test Many-valued logic Marcus Hutter Mario Bunge Materialism and Empirio-criticism Mathematical induction Mathematical logic Mathematics Max Weber Maximum a posteriori estimation Maximum likelihood Maximum likelihood estimation McNemar's test Mean Measurement Median Median-unbiased estimator Medical statistics Metalogic Metamathematics Metaphysics Method of moments (statistics)Method of reasoning Methodenstreit Methodological dualism Methods engineering Michael Polanyi Mill's Methods Minimum-variance unbiased estimator Minimum description length Minimum distance estimation Minimum message length Min–max normalization Missing data Mixed model Modal logic Mode (statistics)Model-dependent realism Model selection Model specification Modernism Molecules Moment (mathematics)Monotone likelihood ratio Multiple comparisons Multivariate adaptive regression splines Multivariate analysis of variance Multivariate distribution Multivariate normal distribution Multivariate statistics Name National accounts Natural experiment Naturalism (literature)Naturalism (philosophy)Nature (journal)Nature (philosophy)Necessity and sufficiency Nelson–Aalen estimator New riddle of induction Newton's law of universal gravitation Nomothetic and idiographic Non-Euclidean geometry Non-classical logic Non-science Nonlinear regression Nonparametric regression Nonparametric statistics Normalization (statistics)Normative science Null hypothesis Objectivity (philosophy)Objectivity (science)Observation Observational learning Observational study Occam's razor Official statistics One-Dimensional Man One- and two-tailed tests Open world assumption Operant conditioning Operationalization Opinion poll Optimal decision Optimal design Order statistic Ordinary least squares Otto Neurath Outlier Outline of logic Outline of statistics Paradigm Paradigm shift Paradox Parametric statistics Partial autocorrelation function Partial correlation Partition of sums of squares Paul Feyerabend Pearson correlation coefficient Pearson product-moment correlation coefficient Percentile Percy Williams Bridgman Permutation test Phenomena Phenomenalism PhilPapers Philosophical analysis Philosophical logic Philosophical skepticism Philosophy Philosophy of archaeology Philosophy of biology Philosophy of chemistry Philosophy of economics Philosophy of geography Philosophy of history Philosophy of linguistics Philosophy of logic Philosophy of physics Philosophy of psychology Philosophy of science Philosophy of social science Philosophy of space and time Phronesis Physicalism Physics Pie chart Pierre Duhem Pivotal quantity Plausible reasoning Plug-in principle Point estimation Poisson regression Population (statistics)Population statistics Positivism Positivism dispute Positivism in Poland Positivist school (criminology)Post-behavioralism Posterior Analytics Posterior probability Postpositivism Power (statistics)Power transform Pragmatism Prediction interval Premise Principal component analysis Prior probability Probabilistic design Probability Probability distribution Probable Problem of induction Proof by exhaustion Proportional hazards model Proposition Protoscience Pseudoscience Psychometrics Pyrrhonism Qualitative research Quality control Quasi-experiment Questionable cause Questionnaire Q–Q plot R. B. Braithwaite Radar chart Ramsey sentence Random assignment Randomization test Randomized controlled trial Randomized experiment Range (statistics)Rank correlation Rankean historical positivism Ranking (statistics)Rao–Blackwell theorem Rationalism Raven paradox Ray Solomonoff Reality Reason Received view of theories Recursive Bayesian estimation Reductionism Reference Reflectivism Regression analysis Regression validation Relationship between religion and science Reliability engineering Religion of Humanity René Descartes Replication (statistics)Resampling (statistics)Research Rhetoric of science Richard Avenarius Richard Mattessich Robert Gregg Bury Robust regression Robust statistics Roger Bacon Routledge Rudolf Carnap Rudolf Steiner Rule of inference Run chart Russian Machism Sample (statistics)Sample median Sample size determination Sampling (statistics)Sampling distribution Scale parameter Scatter plot Science Science studies Science wars Scientific Revolution Scientific control Scientific essentialism Scientific evidence Scientific formalism Scientific law Scientific laws Scientific method Scientific pluralism Scientific realism Scientific skepticism Scientific theory Scientism Score test Seasonal adjustment Semantic view of theories Semantics Semantics of logic Semiparametric regression Sense data Sensitization Set theory Sextus Empiricus Shape of the distribution Shape parameter Shapiro–Wilk test Sign test Simple linear regression Simultaneous equations model Skewness Social science Social statistics Sociological positivism Sociology Sociology of scientific ignorance Sociology of scientific knowledge Solomonoff's theory of inductive inference Soundness Spatial analysis Spearman's rank correlation coefficient Spectral density estimation Springer (publisher)Standard deviation Standard error Standard score Stanford Encyclopedia of Philosophy Statement (logic)Stationary process Statistic Statistical classification Statistical dispersion Statistical distance Statistical graphics Statistical hypothesis test Statistical inference Statistical model Statistical parameter Statistical population Statistical power Statistical process control Statistical syllogism Statistical theory Statistics Stem-and-leaf display Stephen Hawking Stephen Pepper Stephen Toulmin Stochastic approximation Stratified sampling Structural break Structural equation modeling Structural functionalism Structuralism Structuralism (philosophy of science)Structuration theory Student's t-test Substitution (logic)Sufficient statistic Sulfur dioxide Survey methodology Survival analysis Survival function Syllogism Syntax Syntax (logic)Synthetic a priori System identification Tautology (logic)Testability The Analysis of Sensations The Big Lebowski The Course in Positive Philosophy The Logic of Modern Physics The Logic of Scientific Discovery The Poverty of Historicism The Poverty of Theory The Rhetoric of Economics The Scientific Image The Structure of Scientific Revolutions The Two Cultures The Universe in a Nutshell Theodor W. Adorno Theology Theory Theory-ladenness Theory choice Thing-in-itself Thomas Kuhn Thought experiment Time domain Time series Tolerance interval Transcendental idealism Trend estimation Truncation (statistics)Truth Truth and Method Two Dogmas of Empiricism U-statistic Uncertainty Uncertainty principle Underdetermination Uniformitarianism Uniformly most powerful test Unit vector normalization Unity of science University of California, Merced University of North Carolina at Greensboro Unobservable Up-and-Down Designs V-statistic Validity (logic)Van der Waerden test Variable and attribute (research)Variance Variance-stabilizing transformation Vector autoregression Verificationism Verstehen Vienna Circle Violin plot Vitalism Vladimir Lenin Volcanic gas Wald test Wavelet Werturteilsstreit Whittle likelihood Wikisource Wilcoxon signed-rank test Wilhelm Dilthey Wilhelm Windelband Willard Van Orman Quine William Whewell Winsorizing World Hypotheses Yeo–Johnson transformation Z-test Émile Durkheim

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