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On the mathematical structure of chemical kinetic models
On the mathematical structure of chemical kinetic models

... reactions. In particular, it is concerned with the system behavior away from equilibrium. Although the reaction equations capture the key interactions between the competing species, on their own they are not enough to determine the full system dynamics. Solving the dynamics of a chemical system mean ...
PDF
PDF

PROBABILITY AND CERTAINTY
PROBABILITY AND CERTAINTY

... could in this fashion give an exact utility measure of my dispositional certainty in a proposition. It would amount to the precise threshold of loss at which I would cease to be indifferent between the two options. So at low stakes I am certain of both, but there is a range of stakes such that I wou ...
BROWNIAN MOTION AND THE STRONG MARKOV PROPERTY
BROWNIAN MOTION AND THE STRONG MARKOV PROPERTY

... Definition 1.7. Let (S, Σ, µ) be a measure space. When µ(Σ) equals 1, this map is termed a probability measure and the associated measure space is called a probability space. We are now able to use this machinery to re-introduce some familiar concepts within probability theory. First, let us introdu ...
Philosophies of Probability
Philosophies of Probability

Probability and Information Theory
Probability and Information Theory

Approximations of upper and lower probabilities by measurable
Approximations of upper and lower probabilities by measurable

... analysis model for the probability distribution of this variable: the set of probability distributions P(Γ). There is, however, another set of probabilities that shall also be interesting for our purposes. It is based on the notions of upper and lower probabilities induced by multi-valued mapping. ...
ON BERNOULLI DECOMPOSITIONS FOR RANDOM VARIABLES
ON BERNOULLI DECOMPOSITIONS FOR RANDOM VARIABLES

PDF
PDF

What Conditional Probability Also Could Not Be
What Conditional Probability Also Could Not Be

What Conditional Probability Must (Almost) Be
What Conditional Probability Must (Almost) Be

Philosophies of Probability: Objective Bayesianism and
Philosophies of Probability: Objective Bayesianism and

Stochastic Processes
Stochastic Processes

... process in probability theory a process involving the operation of chance for example in radioactive decay every atom is subject to a fixed probability, stochastic process encyclopedia of mathematics - where is an arbitrary dimensional vector therefore the study of one dimensional processes occupies ...
Tutorial: Defining Probability for Science.
Tutorial: Defining Probability for Science.

Alternative Axiomatizations of Elementary Probability
Alternative Axiomatizations of Elementary Probability

Chapter 5 Elements of Probability Theory
Chapter 5 Elements of Probability Theory

... Two random variables y and z are said to be (pairwise) independent if, and only if, for any Borel sets B1 and B2 , IP(y ∈ B1 and z ∈ B2 ) = IP(y ∈ B1 ) IP(z ∈ B2 ). This immediately leads to the standard definition of independence: y and z are independent if, and only if, their joint distribution is ...
From Classical to Intuitionistic Probability 1 Introduction
From Classical to Intuitionistic Probability 1 Introduction

What Conditional Probability Must (Almost)
What Conditional Probability Must (Almost)

Models and Methods in the Philosophy OF Science
Models and Methods in the Philosophy OF Science

Empirical Implications of Arbitrage-Free Asset Markets
Empirical Implications of Arbitrage-Free Asset Markets

Chap 2-Basic Concepts in Probability and Statistics
Chap 2-Basic Concepts in Probability and Statistics

Teacher Version
Teacher Version

How bad is a 10% chance of losing a toe?
How bad is a 10% chance of losing a toe?

Blue screen
Blue screen

Uncertainty
Uncertainty

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Indeterminism

Indeterminism is the concept that events (certain events, or events of certain types) are not caused, or not caused deterministically (cf. causality) by prior events. It is the opposite of determinism and related to chance. It is highly relevant to the philosophical problem of free will, particularly in the form of metaphysical libertarianism.In science, most specifically quantum theory in physics, indeterminism is the belief that no event is certain and the entire outcome of anything is a probability. The Heisenberg uncertainty relations and the “Born rule”, proposed by Max Born, are often starting points in support of the indeterministic nature of the universe. Indeterminism is also asserted by Sir Arthur Eddington, and Murray Gell-Mann. Indeterminism has been promoted by the French biologist Jacques Monod's essay ""Chance and Necessity"". The physicist-chemist Ilya Prigogine argued for indeterminism in complex systems.
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