Randomized: meaning, definitions and examples

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randomized

 

[ˈrændəmaɪzd ]

Definition

Context #1 | Adjective

algorithm, data, selection

Randomized refers to a process in which elements are selected or arranged in a random manner. This eliminating any bias or predetermined order, often leading to fairer or more representative outcomes.

Synonyms

arbitrary, chance, haphazard, unpredictable.

Examples of usage

  • We used a randomized technique to select participants for the study.
  • The randomized algorithm improved the efficiency of the data sorting process.
  • Randomized controlled trials are essential in clinical research.
  • The randomized selection of samples ensured diverse representation.

Interesting Facts

Etymology

  • The term 'random' comes from the Middle French word 'randonnée', which means 'a course or a run'.
  • In the 20th century, the word began to be used in mathematics and statistics to describe unpredictable outcomes.
  • The suffix '-ized' indicates that something has been made into a certain state, thus 'randomized' means it has been made random.

Mathematics

  • In statistics, randomized experiments help eliminate biases by ensuring that the selection process is fair.
  • Randomized trials are crucial in clinical research to test the effectiveness of new treatments without outside influences.
  • Monte Carlo methods use random sampling to solve problems that might be deterministic in principle, revealing surprising outcomes.

Pop Culture

  • Randomized elements are popular in video games, where loot drops and enemy encounters are unpredictable, making each playthrough unique.
  • The concept appears in popular shows like 'Survivor', where teams get randomly assigned to different tasks and challenges.
  • Online social media platforms often use randomized algorithms to decide which posts show up in your feed, keeping the experience fresh.

Science

  • In genetics, randomized experiments help in testing theories regarding inheritance and evolution, showing how traits might appear at random.
  • Randomized control trials are gold standards in drug testing, confirming that results are due to the treatment and not other variables.
  • Evolutionary biology studies how random mutations can lead to significant changes over time, influencing the diversity of life.

Psychology

  • Randomized studies in psychology can indicate how different people respond to situations, helping to form behavioral theories.
  • Participants in studies are often randomized to avoid any bias in how groups are treated or perceived.
  • The randomness of certain choices can reveal insights into human decision-making processes and risk assessments.

Translations

Translations of the word "randomized" in other languages:

🇵🇹 aleatorizado

🇮🇳 यादृच्छिक

🇩🇪 randomisiert

🇮🇩 acak

🇺🇦 випадковий

🇵🇱 losowy

🇯🇵 ランダム化された

🇫🇷 aléatoire

🇪🇸 aleatorio

🇹🇷 rastgele

🇰🇷 무작위의

🇸🇦 عشوائي

🇨🇿 náhodný

🇸🇰 náhodný

🇨🇳 随机的

🇸🇮 naključni

🇮🇸 tilviljunarkenndur

🇰🇿 кездейсоқ

🇬🇪 შემთხვევითი

🇦🇿 təsadüfi

🇲🇽 aleatorio

Word Frequency Rank

Ranked #10,311, this word falls into high-advanced vocabulary. It appears less frequently but is valuable for expressing precise meanings in specific contexts.