Random word

How do you use Randomization in a sentence? See 10+ example sentences showing how this word appears in different contexts, including synonyms like randomisation or organization, plus the exact meaning.

Rare word

Randomization in a sentence

Randomization meaning

The process of making random.

Synonyms of Randomization

randomisation organization organisation

Related words

Other words often associated with Randomization or its synonyms:

governance establishment brass structure administration arrangement system body activity orderliness start constitution

Using Randomization

  • The main meaning on this page is: The process of making random.
  • Useful related words include: randomisation, organization, organisation.
  • In the example corpus, randomization often appears in combinations such as: randomization and, the randomization, of randomization.

Context around Randomization

  • Average sentence length in these examples: 20.9 words
  • Position in the sentence: 13 start, 5 middle, 2 end
  • Sentence types: 20 statements, 0 questions, 0 exclamations

Often before:

approximate 2× inference 1× mendelian 1× domain 1× restricting 1× use 1× contrast 1×

Often after:

based 3× distribution 2× test 2× allows 1× procedure 1× analysis 1× design 1× implies 1× instruction 1× models 1×

Sentence patterns with Randomization

These short patterns come directly from the example sentences and show how the word is often embedded:

an approximate randomization test is 1× approximating the randomization test however 1× between approximate randomization and permutation 1× built in randomization instruction 1× by restricting randomization design a 1× called domain randomization and spares 1× combination of randomization and blocking 1× consequence of randomization and additivity 1×

Sentence openings and endings

Common sentence openings:

an approximate randomization 1× blocking is achieved 1× both these analyses 1× cox 2006 page 1× de randomization of 1× derived linear model 1×

Common sentence endings:

design of experiments 2× and permutation tests 1× be the same 1× between the observations 1× by several researchers 1× for statistical analysis 1×

Words around Randomization

Just before it in the word index:

randomistas 3 randomised 31 randomise 2 randomisation 8 random 2.239 randolph 281

Just after it in the word index:

randomize 12 randomized 164 randomizer 3 randomizes 2 randomizing 8 randomly 573

Similar in corpus frequency:

aar 34 abdulla 34 abimbola 34 abp 34 accommodative 34 accoutrements 34

Corpus analysis for Randomization

  • In this selection, "randomization" usually appears near the start of the sentence. The average example has 20.9 words, and this corpus slice is mostly made up of statements.
  • Around the word, approximate, inference, mendelian, based, distribution and test stand out and add context to how "randomization" is used.
  • Recognizable usage signals include an approximate randomization test is and approximating the randomization test however. That gives this page its own corpus information beyond isolated example sentences.
  • By corpus frequency, "randomization" sits close to words such as aar, abdulla and abimbola, which helps place it inside the broader word index.

Example types with randomization

The same corpus examples are grouped by length and sentence type, making it easier to see the contexts in which the word appears:

Short example sentences

Randomization models were developed by several researchers. (7 words)

We have randomization according to type 2 diabetes in fibrosis stage. (11 words)

Randomization is a term used in multiple ways in this material. (11 words)

Longer example sentences

The Mendelian randomization analysis supported an inverse association between sleep duration and PAD (odds ratio of 0.79 per hour increase) and an association between short sleep and increased PAD (odds ratio of 1.20). (35 words)

In frequentist inference, randomization allows inferences to be based on the randomization distribution rather than a subjective model, and this is important especially in survey sampling and design of experiments. (30 words)

The randomization-based analysis assumes only the homogeneity of the variances of the residuals (as a consequence of unit-treatment additivity) and uses the randomization procedure of the experiment. (29 words)

Example sentences (20)

Both these analyses require homoscedasticity, as an assumption for the normal-model analysis and as a consequence of randomization and additivity for the randomization-based analysis.

In frequentist inference, randomization allows inferences to be based on the randomization distribution rather than a subjective model, and this is important especially in survey sampling and design of experiments.

The randomization-based analysis assumes only the homogeneity of the variances of the residuals (as a consequence of unit-treatment additivity) and uses the randomization procedure of the experiment.

The Mendelian randomization analysis supported an inverse association between sleep duration and PAD (odds ratio of 0.79 per hour increase) and an association between short sleep and increased PAD (odds ratio of 1.20).

We have randomization according to type 2 diabetes in fibrosis stage.

This approach is called domain randomization, and spares the effort involved in creating the training data, accelerating the development of machine learning models.

An approximate randomization test is based on a specified subset of all permutations (which entails potentially enormous housekeeping of which permutations have been considered).

Blocking is achieved by restricting randomization. ; Design: A set of experimental runs which allows the fit of a particular model and the estimate of effects. ; DOE: Design of experiments.

Advertentie

Cox (2006, page 192) Hinkelmann and Kempthorne use randomization both in experimental design and for statistical analysis.

De-randomization of self-adaptation has led to the contemporary Covariance Matrix Adaptation Evolution Strategy ( CMA-ES ).

Derived linear model Kempthorne uses the randomization-distribution and the assumption of unit treatment additivity to produce a derived linear model, very similar to the textbook model discussed previously.

Factors are assigned to experimental units by a combination of randomization and blocking to ensure the validity of the results.

For example, the randomization-based analysis results in a small but (strictly) negative correlation between the observations.

Hinkelmann and Kempthorne (2008, Volume 1, Section 6.6: Completely randomized design; Approximating the randomization test) However, there are differences.

In contrast, randomization implies that for each covariate, the mean for each group is expected to be the same.

Monte Carlo methods are also a compromise between approximate randomization and permutation tests.

More complex experiments with a single factor involve constraints on randomization and include completely randomized blocks and Latin squares (and variants: Graeco-Latin squares, etc.).

Most languages are deterministic, but some languages, such as Befunge, supply a built-in randomization instruction.

Randomization is a term used in multiple ways in this material.

Randomization models were developed by several researchers.

Advertentie

Common combinations with randomization

These word pairs occur most frequently in English texts:

Frequently asked questions

How do you use "randomization" in a sentence?
An example: "Both these analyses require homoscedasticity, as an assumption for the normal-model analysis and as a consequence of randomization and additivity for the randomization-based analysis." This page contains 10+ example sentences with the word "randomization" from authentic English texts.
What does "randomization" mean?
Randomization means: The process of making random.
What are synonyms of "randomization"?
Common synonyms of "randomization" include: randomisation, organization, organisation.
How many example sentences with "randomization" are there?
Voorbeeldzinnen.info contains at least 10+ example sentences with "randomization", drawn from a database of millions of English sentences.