Definitions for randomized
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Princeton's WordNetRate this definition:0.0 / 0 votes

1. randomized, randomisedadjective

   set up or distributed in a deliberately random way

WiktionaryRate this definition:0.0 / 0 votes

1. randomizedadjective

   Obtained by randomization

WikipediaRate this definition:0.0 / 0 votes

1. randomized

   In common usage, randomness is the apparent or actual lack of pattern or predictability in events. A random sequence of events, symbols or steps often has no order and does not follow an intelligible pattern or combination. Individual random events are, by definition, unpredictable, but if the probability distribution is known, the frequency of different outcomes over repeated events (or "trials") is predictable. For example, when throwing two dice, the outcome of any particular roll is unpredictable, but a sum of 7 will tend to occur twice as often as 4. In this view, randomness is not haphazardness; it is a measure of uncertainty of an outcome. Randomness applies to concepts of chance, probability, and information entropy. The fields of mathematics, probability, and statistics use formal definitions of randomness. In statistics, a random variable is an assignment of a numerical value to each possible outcome of an event space. This association facilitates the identification and the calculation of probabilities of the events. Random variables can appear in random sequences. A random process is a sequence of random variables whose outcomes do not follow a deterministic pattern, but follow an evolution described by probability distributions. These and other constructs are extremely useful in probability theory and the various applications of randomness. Randomness is most often used in statistics to signify well-defined statistical properties. Monte Carlo methods, which rely on random input (such as from random number generators or pseudorandom number generators), are important techniques in science, particularly in the field of computational science. By analogy, quasi-Monte Carlo methods use quasi-random number generators. Random selection, when narrowly associated with a simple random sample, is a method of selecting items (often called units) from a population where the probability of choosing a specific item is the proportion of those items in the population. For example, with a bowl containing just 10 red marbles and 90 blue marbles, a random selection mechanism would choose a red marble with probability 1/10. A random selection mechanism that selected 10 marbles from this bowl would not necessarily result in 1 red and 9 blue. In situations where a population consists of items that are distinguishable, a random selection mechanism requires equal probabilities for any item to be chosen. That is, if the selection process is such that each member of a population, say research subjects, has the same probability of being chosen, then we can say the selection process is random.According to Ramsey theory, pure randomness is impossible, especially for large structures. Mathematician Theodore Motzkin suggested that "while disorder is more probable in general, complete disorder is impossible". Misunderstanding this can lead to numerous conspiracy theories. Cristian S. Calude stated that "given the impossibility of true randomness, the effort is directed towards studying degrees of randomness". It can be proven that there is infinite hierarchy (in terms of quality or strength) of forms of randomness.

ChatGPTRate this definition:0.0 / 0 votes

1. randomized

   Randomized refers to the process or method in which choices or decisions are made unpredictably to reduce bias and ensure fairness, mainly in scientific experiments or statistical analysis. This act is usually done through algorithms or computer programs. It is typically used in randomized controlled trials, where participants are randomly assigned to different groups to test the effectiveness of treatments or interventions.

How to pronounce randomized?

1. Alex

   US English

   David

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   Mark

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   Daniel

   British

   Libby

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   Australian

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   Neerja

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How to say randomized in sign language?

Numerology

1. Chaldean Numerology

   The numerical value of randomized in Chaldean Numerology is: 4

2. Pythagorean Numerology

   The numerical value of randomized in Pythagorean Numerology is: 1

Examples of randomized in a Sentence

1. Oliver Sartor:

   I wanted to make clear that the way these patients are screened and biopsied and randomized is very, very different than how these same patients might be screened, biopsied and randomized today.

2. Melanie Wakefield:

   There have been many other studies of mass media campaigns, but most have been unable to use a randomized controlled trial approach due to the fact that their television broadcast contaminates any comparison areas.

3. Gavin Andrews:

   Our field is using automated web based (cognitive behavioral therapy) courses to help people with anxiety and depressive disorders, with and without complicating physical disorders, to recover, we have done 25 randomized controlled trials and it is clear that the benefits are comparable to face to face therapy, that the benefits last, that the costs are small.

4. Rubina Heptulla:

   But even though the randomized controlled trials are the gold standard, we really ca n’t do that kind of study in this type of situation, nobody would agree to that, so we have to accept that this is a very large study and it is giving us good data.

5. Christopher Plowe:

   Medical history has so many examples of treatments that people had good experiences with, and people got better, and they had great confidence in the treatment, and years later when a randomized trial was done, it turned out no better than placebo.

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References

1. ^ Princeton's WordNet
   http://wordnetweb.princeton.edu/perl/webwn?s=randomized
2. ^ Wiktionary
   https://en.wiktionary.org/wiki/Randomized
3. ^ Wikipedia
   https://en.wikipedia.org/wiki/Randomized
4. ^ ChatGPT
   https://chat.openai.com