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Philosophical interpretation of the axioms of probability
mathematicians interpret the probability values of probability theory. There are two broad categories of probability interpretations which can be called "physical"
Probability_interpretations
Interpretation of probability
Frequentist probability or frequentism is an interpretation of probability; it defines an event's probability (the long-run probability) as the limit
Frequentist_probability
Interpretation of probability
Bayesian probability (/ˈbeɪziən/ BAY-zee-ən or /ˈbeɪʒən/ BAY-zhən) is an interpretation of the concept of probability, in which, instead of frequency or
Bayesian_probability
Number measuring the chance an event occurs
competing categories of probability interpretations, whose adherents hold different views about the fundamental nature of probability: Objectivists assign
Probability
Branch of mathematics concerning probability
probability. Although there are several different probability interpretations, probability theory treats the concept in a rigorous mathematical manner by
Probability_theory
Interpretation of probability
The propensity theory of probability is a probability interpretation in which the probability is thought of as a physical propensity, disposition, or tendency
Propensity_probability
Probability of an event occurring, given that another event has already occurred
preferred philosophically; under major probability interpretations, such as the subjective theory, conditional probability is considered a primitive entity
Conditional_probability
Mathematical description of quantum state
the foundational probabilistic interpretation of quantum mechanics, the Born rule, relating transition probabilities to inner products. The Schrödinger
Wave_function
Foundations of probability theory
assume any particular interpretation of probability, but may be motivated by starting from a philosophical definition of probability and arguing that the
Probability_axioms
Complex number whose squared absolute value is a probability
Born, in 1926. Interpretation of values of a wave function as the probability amplitude is a pillar of the Copenhagen interpretation of quantum mechanics
Probability_amplitude
System for reasoning about vagueness
lack of a probability theory for jointly modelling uncertainty and vagueness. Bart Kosko claims in Fuzziness vs. Probability that probability theory is
Fuzzy_logic
Lack of quantifiable knowledge in economics
of the fundamental issues in the philosophy of probability, and different probability interpretations treat predictable and unpredictable variation differently
Knightian_uncertainty
Mathematical method of assigning a prior probability to a given observation
theory, algorithmic probability, also known as Solomonoff probability, is a mathematical method of assigning a prior probability to a given observation
Algorithmic_probability
Derivation of the laws of probability theory
laws of probability theory from a certain set of postulates. This derivation justifies the so-called "logical" interpretation of probability, as the laws
Cox's_theorem
Interpretation of quantum mechanics
considered a mainstream interpretation of quantum mechanics, along with the other decoherence interpretations, the Copenhagen interpretation, and hidden variable
Many-worlds_interpretation
Mathematical rule for inverting probabilities
conditional probabilities, allowing the probability of a cause to be found given its effect. For example, with Bayes' theorem, the probability that a patient
Bayes'_theorem
Probability theory paradox
The Bertrand paradox is a problem within the classical interpretation of probability theory. Joseph Bertrand introduced it in his work Calcul des probabilités
Bertrand paradox (probability)
Bertrand_paradox_(probability)
Probabilistic theory of knowledge
858421. S2CID 85521556. Hájek, Alan (2019). "Interpretations of Probability: 3.3 The Subjective Interpretation". The Stanford Encyclopedia of Philosophy
Bayesian_epistemology
Concept in probability theory
of probability or classical interpretation of probability is identified with the works of Jacob Bernoulli and Pierre-Simon Laplace: The probability of
Classical definition of probability
Classical_definition_of_probability
Old term for the probability distribution of an unobserved variable
In probability theory, inverse probability is an old term for the probability distribution of an unobserved variable. Today, the problem of determining
Inverse_probability
Overview of and topical guide to probability
The axioms of probability Boole's inequality Probability interpretations Bayesian probability Frequency probability Conditional probability The law of total
Outline_of_probability
Average Probability interpretations Markovian Statistical regularity Central tendency Bean machine Relative frequency Frequency probability Maximum likelihood
List_of_probability_topics
Situations involving imperfect or unknown information
or set of options, the full set of possible future states or their probabilities or their values or utilities to stakeholders, the full set of stakeholders
Uncertainty
Probability in decision theory
In decision theory, a pignistic probability is a probability that a rational person will assign to an option when required to make a decision. A person
Pignistic_probability
Program synthesis technique
In programming languages and machine learning, Bayesian program synthesis (BPS) is a program synthesis technique where Bayesian probabilistic programs
Bayesian_program_synthesis
Statistics concept
statistics and philosophy of probability, with different treatment of these issues being a classic issue of probability interpretations, being recognised and
Common cause and special cause (statistics)
Common_cause_and_special_cause_(statistics)
Concepts underlying statistical methods
nuances of philosophical probability interpretations are discussed elsewhere. In statistics, the alternative interpretations enable the analysis of different
Foundations_of_statistics
Interpretation of quantum mechanics
as QBism and the Copenhagen-type interpretations are. Bayesian, or epistemic, interpretations of quantum probabilities were proposed in the early 1990s
QBism
Area of physical and philosophical debate
common to Copenhagen-type interpretations include the idea that quantum mechanics is intrinsically indeterministic, with probabilities calculated using the
Interpretations of quantum mechanics
Interpretations_of_quantum_mechanics
Probability theory for low quality data
of probability interpretations, Walley's formulation of imprecise probabilities is based on the subjective variant of the Bayesian interpretation of probability
Imprecise_probability
Notation for displaying probabilities
disease. Expressing the probabilities using natural frequencies – absolute counts from a sample showing the joint probabilities (disease x test result)
Natural frequency (statistics)
Natural_frequency_(statistics)
Apparent lack of pattern or predictability in events
Chance (disambiguation) Frequentist probability Indeterminism Nonlinear system Probability interpretations Probability theory Pseudorandomness Random.org—generates
Randomness
Interpretation of quantum mechanics
measurement (that is, the Copenhagen interpretation rejects counterfactual definiteness). Copenhagen-type interpretations hold that quantum descriptions are
Copenhagen_interpretation
Study of collection and analysis of data
Foundations and major areas of statistics Philosophy of statistics Probability interpretations Foundations of statistics List of statisticians Official statistics
Statistics
One of a number of different types of statistical inference
confidence interval, in frequentist inference, with coverage probability γ has the interpretation that among all confidence intervals computed by the same
Fiducial_inference
Katsenelinboigen, calculus of predispositions is another method of computing probability. Both methods may lead to the same results and, thus, can be interchangeable
Calculus_of_predispositions
Theory and paradigm of statistics
differs from a number of other interpretations of probability, such as the frequentist interpretation, which views probability as the limit of the relative
Bayesian_statistics
1968 novel by Brian Aldiss
Report on Probability A is a science fiction novel by British writer Brian Aldiss. The novel was completed in 1962 and published in 1967 in the British
Report_on_Probability_A
Events with equal probabilities of occurring
a collection of events that each have the same probability of occurring. In statistics and probability theory it is applied in the discrete uniform distribution
Equiprobability
Calculation rule in quantum mechanics
the probability that a measurement of a quantum system will yield a given result. In one commonly used application, it states that the probability density
Born_rule
Interpretation of quantum mechanics
Griffiths in 1984, this interpretation of quantum mechanics is based on a consistency criterion that then allows probabilities to be assigned to various
Consistent_histories
(disambiguation) Probability integral transform Probability interpretations Probability mass function Probability matching Probability metric Probability of error
List_of_statistics_articles
1814 essay by Pierre-Simon Laplace on probability theory and its applications
of probability "Essai philosophique sur les probabilités". Internet Archive. Courcier. 1814. Retrieved 2025-12-22. "Interpretations of Probability". Stanford
A Philosophical Essay on Probabilities
A_Philosophical_Essay_on_Probabilities
Formulation of quantum mechanics
include that unitarity (this is related to conservation of probability; the probabilities of all physically possible outcomes must add up to one) of the
Path-integral_formulation
Traditional subjective Bayesian analysis is based upon fully specified probability distributions, which are very difficult to specify at the necessary level
Bayes_linear_statistics
Number of occurrences in an experiment or study
multiplicity, analogous to frequency in multiset theory Probability density function Probability interpretations Statistical regularity Word frequency Kenney, J
Frequency_(statistics)
to the notion of equiprobability in probability theory. It is used to distinguish what can occur in a probability experiment. For example, it is the difference
Equipossibility
Mathematical model of financial markets
naive, and slightly incorrect, interpretation of these terms is that N ( d + ) F {\displaystyle N(d_{+})F} is the probability of the option expiring in the
Black–Scholes_model
Description of physical properties at the atomic and subatomic scale
gives probabilities. Mathematically, a probability is found by taking the square of the absolute value of a complex number, known as a probability amplitude
Quantum_mechanics
Probability distribution
In probability theory and statistics, the binomial distribution with parameters n and p is the discrete probability distribution of the number of successes
Binomial_distribution
Concept in Quantum mechanics
describe probability in terms of ensembles. The ensemble interpretation is sometimes, especially by its proponents, called "the statistical interpretation",
Ensemble_interpretation
Programming paradigm
probabilistic facts and a logic program. It defines a probability distribution on interpretations of the Herbrand universe of the program. Most approaches
Probabilistic logic programming
Probabilistic_logic_programming
Quantum mechanics thought experiment
between interpretations of quantum mechanics. By definition, fixed observers cannot. At the start of the first iteration, under both interpretations, the
Quantum suicide and immortality
Quantum_suicide_and_immortality
Paradox in probability theory
The boy or girl paradox surrounds a set of questions in probability theory, which are also known as the two children problem, Mr. Smith's children and
Boy_or_girl_paradox
Concept in crystallography
the fraction of inelastic scattering (strictly speaking, this probability interpretation is not true in general). In diffraction studies, only the elastic
Debye–Waller_factor
Austrian physicist (1887–1961)
referring to his theory as "wave mechanics". He wrote about the probability interpretation of quantum mechanics, saying, "I don't like it, and I'm sorry
Erwin_Schrödinger
Interpretation of quantum mechanics
it yields the same quantum predictions as other interpretations of quantum mechanics. The interpretation does not have a "measurement problem", due to the
De_Broglie–Bohm_theory
Range to estimate an unknown parameter
confidence level, typically 95%. A 95% confidence level does not imply a 95% probability that the true parameter lies within a particular calculated interval
Confidence_interval
^{2}} . Probability interpretations Neyman, J. (1937). "Outline of a Theory of Statistical Estimation Based on the Classical Theory of Probability". Philosophical
Neyman_construction
Logarithm of probabilities, useful for calculations
In probability theory and computer science, a log probability is simply a logarithm of a probability. The use of log probabilities means representing
Log_probability
Value for the flow of probability in quantum mechanics
mechanics, the probability current (sometimes called probability flux) is a mathematical quantity describing the flow of probability. Specifically, if
Probability_current
Error in statistical reasoning with groups
Simpson's paradox is a phenomenon in probability and statistics in which a trend appears in several groups of data but disappears or reverses when the
Simpson's_paradox
A probabilistic proposition is a proposition with a measured probability of being true for an arbitrary person at an arbitrary time. They may be contrasted
Probabilistic_proposition
Written work by John Maynard Keynes
still classic account of the logical interpretation of probability (or probabilistic logic), a view of probability that has been continued by such later
A_Treatise_on_Probability
Puzzle in logic and mathematics
is a paradox in probability theory. It is of special interest in decision theory and for the Bayesian interpretation of probability theory. It is a variant
Two_envelopes_problem
Function related to statistics and probability theory
calculating the probability of seeing that data under different parameter values of the model. It is constructed from the joint probability distribution
Likelihood_function
Counterintuitive result in probability
(April 2013). "Finite Monkeys Don't Type: A story about the interpretations of probability". Alfred K. Archived from the original on 2022-03-31. Retrieved
Infinite_monkey_theorem
Mathematical term; concerning axioms used to derive theorems
period to which some major landmarks of the axiomatic method belong. The probability axioms of Andrey Kolmogorov, from 1933, are a salient example. The approach
Axiomatic_system
Probability puzzle
The Monty Hall problem is a brain teaser, in the form of a probability puzzle, based nominally on the American television game show Let's Make a Deal
Monty_Hall_problem
Collection of random variables
as a family of random variables in a probability space, where the index of the family often has the interpretation of time. Stochastic processes are widely
Stochastic_process
Branch of philosophy
inference seeks to assign probabilities to hypotheses. Related topics in philosophy of statistics include probability interpretations, overfitting, and the
Philosophy_of_science
Robert Spekkens time arrow quantum chaos probability interpretations relative frequency approach probability theory as extended logic, decision theory
Glossary of quantum philosophy
Glossary_of_quantum_philosophy
Type of statistical inference
is a type of statistical inference based in frequentist probability, which treats "probability" in equivalent terms to "frequency" and draws conclusions
Frequentist_inference
long running debates on the interpretations of probability. Frequentism, dominant in the mid-century, defined probability as the long running frequency
History_of_probability
Average uncertainty in variable's states
describe the state of the variable, considering the distribution of probabilities across all potential states. Given a discrete random variable X {\displaystyle
Entropy_(information_theory)
Probability distribution
In probability theory and statistics, the beta distribution is a family of continuous probability distributions defined on the interval [0, 1] or (0, 1)
Beta_distribution
Quantum mechanical model
eigenvalue is associated with only one solution (state). The ground state probability density is concentrated at the origin, which means the particle spends
Quantum_harmonic_oscillator
Probabilities of the presence of a condition
Pre-test probability and post-test probability (alternatively spelled pretest and posttest probability) are the probabilities of the presence of a condition
Pre- and post-test probability
Pre-_and_post-test_probability
Concept in probability
slant of the p-box. There are dual interpretations of a p-box. It can be understood as bounds on the cumulative probability associated with any x-value. For
Probability_box
Halting probability of a random computer program
(Chaitin omega number) or halting probability is a real number that, informally speaking, represents the probability that a randomly constructed program
Chaitin's_constant
American academic (1922–1998)
mechanics and on foundations of probability and statistical inference, initiating in 1957 the maximum entropy interpretation of thermodynamics as being a
Edwin_Thompson_Jaynes
Description of a quantum-mechanical system
measurement, but the probabilities for the different possibilities can be calculated using the Born rule. Other, more recent interpretations of quantum mechanics
Schrödinger_equation
The probability of success (POS) is a statistics concept commonly used in the pharmaceutical industry including by health authorities to support decision
Probability_of_success
Quantum mechanics taking into account particles near or at the speed of light
the derivatives need to be specified. This is important for probability interpretations, exemplified below. The lowest possible order of any differential
Relativistic quantum mechanics
Relativistic_quantum_mechanics
Probability theory and statistics concept
In probability theory and statistics, the conditional probability distribution is a probability distribution that describes the probability of an outcome
Conditional probability distribution
Conditional_probability_distribution
Mathematical entity to describe the probability of each possible measurement on a system
numbers, quantized, limited by uncertainty relations, and only provide a probability distribution for the outcomes for a system. These constraints alter the
Quantum_state
Averages of repeated trials converge to the expected value
In probability theory, the law of large numbers is a mathematical law which states that the average of the results obtained from a large number of independent
Law_of_large_numbers
British statistician (c. 1701 – 1761)
only published posthumously. Bayesian probability is the name given to several related interpretations of probability as an amount of epistemic confidence
Thomas_Bayes
Interpretation of quantum mechanics
inconsistent." Maudlin's probability criticism confused the transactional interpretation with Heisenberg's knowledge interpretation. However, he raised a
Transactional_interpretation
Concept in science
unobservable events or conditional probabilities. In 1942, Paul Dirac wrote a paper "The Physical Interpretation of Quantum Mechanics" where he introduced
Negative_probability
Function of the observed sample results
In null-hypothesis significance testing, the p-value is the probability of obtaining test results at least as extreme as the result actually observed
P-value
Probability distribution
In probability theory and statistics, a normal distribution or Gaussian distribution is a type of continuous probability distribution for a real-valued
Normal_distribution
Quantum mechanical phenomenon
appear outside of the barrier representing a probability for tunnelling through the barrier. Since the probability of transmission of a wave packet through
Quantum_tunnelling
poisoning – Technique used by e-mail spammers Bayesian probability – Interpretation of probability Bayesian procedures – Categorization of data using statistics
List of things named after Thomas Bayes
List_of_things_named_after_Thomas_Bayes
Interpretation of quantum mechanics
PMID 14525288. S2CID 16651036. Molecules – Quantum Interpretations QM – the Penrose Interpretation (Internet Archive) Roger Penrose discusses his experiment
Penrose_interpretation
Statistical technique
Inverse probability weighting is a statistical technique for estimating quantities related to a population other than the one from which the data was
Inverse_probability_weighting
Thought experiment in theoretical quantum physics
statement of personalist Bayesian probabilities, and moreover, the probabilities that wavefunctions encode are probabilities for experiences that are also
Wigner's_friend
Term in statistical hypothesis testing
In frequentist statistics, power is the probability of detecting an effect (i.e. rejecting the null hypothesis) given that some prespecified effect actually
Power_(statistics)
Process by which a quantum system takes on a definitive state
In various interpretations of quantum mechanics, wave function collapse, also called reduction of the state vector, occurs when a wave function—initially
Wave_function_collapse
Interaction of a quantum system with a classical observer
particular how to justify the use of the Born rule to calculate probabilities. Other interpretations regard quantum states as statistical information about quantum
Measurement in quantum mechanics
Measurement_in_quantum_mechanics
PROBABILITY INTERPRETATIONS
PROBABILITY INTERPRETATIONS
Surname or Lastname
English
English : in all probability an English variant of Scottish Lachlan (see McLachlan), altered through folk etymology. However, Black cites one John sine terra (c. 1180–1214), suggesting that the surname could have arisen quite literally as a nickname for a man with no land.
Surname or Lastname
English (Yorkshire)
English (Yorkshire) : in all probability from the Swale river in Yorkshire. (Reaney and Wilson list a 17th-century example, Swayles, with this origin.) Alternatively, it may be a metronymic from the Old Norse female personal name Svala.
PROBABILITY INTERPRETATIONS
PROBABILITY INTERPRETATIONS
Girl/Female
Tamil
The Lord is my father
Girl/Female
Hindu, Indian
Long Life
Surname or Lastname
English
English : variant of Purchase.
Girl/Female
Muslim/Islamic
Wealth
Girl/Female
Arabic, Australian, Christian, Hawaiian, Hebrew
Affection
Girl/Female
Australian, French, Greek, Latin
Goddess of the Moon; Blind One; Heavenly; Similar to Cecilia
Surname or Lastname
English
English : variant of Irish Prendergast.
Boy/Male
Muslim/Islamic
A float buoyant
Girl/Female
Gaelic American Australian
Feminine of Kyle.
Girl/Female
Arabic, Australian
Eloquence
PROBABILITY INTERPRETATIONS
PROBABILITY INTERPRETATIONS
PROBABILITY INTERPRETATIONS
PROBABILITY INTERPRETATIONS
PROBABILITY INTERPRETATIONS
adv.
By presumption, or supposition grounded or probability; presumably.
n.
One who maintains that a man may do that which has a probability of being right, or which is inculcated by teachers of authority, although other opinions may seem to him still more probable.
adv.
In all probability; probably.
n.
Likelihood; probability.
n.
Probability.
n.
Probability; verisimilitude.
pl.
of Probability
pl.
of Improbability
n.
Probability.
n.
Probability; likelihood.
n.
That which is or appears probable; anything that has the appearance of reality or truth.
superl.
Having probability; affording probability; probable; likely.
n.
Likelihood of the occurrence of any event in the doctrine of chances, or the ratio of the number of favorable chances to the whole number of chances, favorable and unfavorable. See 1st Chance, n., 5.
n.
The quality or state of being probable; appearance of reality or truth; reasonable ground of presumption; likelihood.
a.
Presumptive; as, an antecedent improbability.
n.
The want of likelihood; improbability.
n.
The doctrine of the probabilists.
n.
One who maintains that certainty is impossible, and that probability alone is to govern our faith and actions.
n.
The quality or state of being portable; fitness to be carried.
n.
Appearance of truth or reality; probability; verisimilitude.