Nonstandard analysis | Infinity | Real closed field

Nonstandard analysis

The history of calculus is fraught with philosophical debates about the meaning and logical validity of fluxions or infinitesimal numbers. The standard way to resolve these debates is to define the operations of calculus using epsilon–delta procedures rather than infinitesimals. Nonstandard analysis instead reformulates the calculus using a logically rigorous notion of infinitesimal numbers. Nonstandard analysis originated in the early 1960s by the mathematician Abraham Robinson. He wrote: ... the idea of infinitely small or infinitesimal quantities seems to appeal naturally to our intuition. At any rate, the use of infinitesimals was widespread during the formative stages of the Differential and Integral Calculus. As for the objection ... that the distance between two distinct real numbers cannot be infinitely small, Gottfried Wilhelm Leibniz argued that the theory of infinitesimals implies the introduction of ideal numbers which might be infinitely small or infinitely large compared with the real numbers but which were to possess the same properties as the latter. Robinson argued that this law of continuity of Leibniz's is a precursor of the transfer principle. Robinson continued: However, neither he nor his disciples and successors were able to give a rational development leading up to a system of this sort. As a result, the theory of infinitesimals gradually fell into disrepute and was replaced eventually by the classical theory of limits. Robinson continues: ... Leibniz's ideas can be fully vindicated and ... they lead to a novel and fruitful approach to classical Analysis and to many other branches of mathematics. The key to our method is provided by the detailed analysis of the relation between mathematical languages and mathematical structures which lies at the bottom of contemporary model theory. In 1973, intuitionist Arend Heyting praised nonstandard analysis as "a standard model of important mathematical research". (Wikipedia).

Nonstandard analysis
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Non Probability Sampling

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From playlist Sampling

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This video is brought to you by the Quantitative Analysis Institute at Wellesley College. The material is best viewed as part of the online resources that organize the content and include questions for checking understanding: https://www.wellesley.edu/qai/onlineresources

From playlist Intro To Non-Parametric Tests (updated)

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From playlist Learning medical statistics with python and Jupyter notebooks

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From playlist Alternate coordinate systems (bases) | Linear Algebra | Khan Academy

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From playlist Probability Theory

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Using nonstandard natural numbers in Ramsey Theory - M. Di Nasso - Workshop 1 - CEB T1 2018

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From playlist 2018 - T1 - Model Theory, Combinatorics and Valued fields

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From playlist IIT Kharagpur: Regression Analysis | CosmoLearning.org Mathematics

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From playlist Mathematics

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Alternate basis transformation matrix example | Linear Algebra | Khan Academy

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From playlist Alternate coordinate systems (bases) | Linear Algebra | Khan Academy

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Two Nonstandard Infinite Geometric Series (visual proof)

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From playlist Geometric Sums

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Find a Polynomial Given B-coordinates and a Nonstandard Basis

This video explains how to determine a polynomial given the B-coordinates and a nonstandard basis.

From playlist Transformations of General Vector Spaces

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From playlist Less Travelled Path of Dark Matter: Axions and Primordial Black Holes (Online)

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Find the B-coordinates of a Vector Given Coordinates Relative to Standard Basis (R3)

This video explains how to find the standard basis coordinates of a vector given a nonstandard basis and nonstandard coordinates. https://mathispower4u.com

From playlist Vectors: Change of Basis

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Find the B-coordinates of a Vector Given Coordinates Relative to Standard Basis (R3)

This video explains how to find the standard basis coordinates of a vector given a nonstandard basis and nonstandard coordinates.

From playlist Vectors: Change of Basis

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Avoiding circular inference

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From playlist OLD ANTS #8) Statistics

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Find a Vector Given Basis Vectors and B-coordinates (R2)

This video explains how to find the standard basis coordinates of a vector given a nonstandard basis and nonstandard coordinates.

From playlist Vectors: Change of Basis

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Real closed field | Metric space | Metrizable topological vector space | Absolute value | Cours d'Analyse | Detlef Laugwitz | If and only if | Elementary Calculus: An Infinitesimal Approach | History of calculus | Separable space | Fréchet filter | Ideal (ring theory) | Gromov's theorem on groups of polynomial growth | Invariant subspace | Mathematical analysis | Hyperinteger | Arend Heyting | Gottfried Wilhelm Leibniz | Model theory | Brownian motion | Augustin-Louis Cauchy | Saturated model | Ultrafilter | Well-formed formula | George Berkeley | Influence of nonstandard analysis | Zermelo–Fraenkel set theory | Errett Bishop | Standard part function | Random walk | Hyperfinite set | Universe (mathematics) | Abraham Robinson | Bounded quantification | Paul Halmos | Law of continuity | Hyperreal number | Internal set theory | Microcontinuity | Criticism of nonstandard analysis | Dedekind cut | Existential quantification | Infinitesimal | Hilbert space | Semiring | Smooth infinitesimal analysis | Overspill | Transfer principle | Non-Archimedean ordered field | Fluxion | Thoralf Skolem | Ordered field | Constructive nonstandard analysis | Intuitionism | Universal quantification | Surreal number | Isaac Newton | Power set | Nonstandard calculus | Finite intersection property