Use "Randomization" in a sentence | "Randomization" sentence examples

Randomization is a term that refers to the process of arranging or selecting items or individuals in a random manner. It is commonly used in various fields such as statistics, research, and computer science. In this article, we will explore different tips on how to use the word "randomization" or the phrase "randomization process" effectively in a sentence.

1. Define the term: When introducing the word "randomization" in a sentence, it is essential to provide a clear definition to ensure that the reader understands its meaning.

For example, "Randomization is a crucial step in conducting a scientific experiment to eliminate bias and ensure unbiased results."

2. Use it in research context: Randomization is widely used in research studies to ensure that participants are assigned to different groups or conditions in a random manner. For instance, "The study employed a rigorous randomization process to assign participants to either the control or experimental group."

3. Highlight its importance: Emphasize the significance of randomization in achieving reliable and valid results.

For example, "Randomization is essential in clinical trials to ensure that participants are assigned to treatment groups in a way that minimizes bias and maximizes the validity of the study."

4. Discuss its role in statistical analysis: Randomization plays a crucial role in statistical analysis, particularly in hypothesis testing and sampling. For instance, "The data was subjected to randomization to ensure that the sample accurately represents the population and to minimize the impact of confounding variables."

5. Explain its application in computer science: Randomization is frequently used in computer science algorithms and simulations.

For example, "The algorithm utilizes randomization to generate a diverse set of solutions and improve the efficiency of the optimization process."

6. Discuss its benefits in decision-making: Randomization can be employed in decision-making processes to introduce an element of unpredictability and fairness. For instance, "The randomization of the order in which candidates were interviewed ensured that each applicant had an equal chance of being considered."

7. Mention its limitations: While randomization is a powerful tool, it is important to acknowledge its limitations.

For example, "Despite randomization, some factors may still influence the outcome, and it is crucial to consider potential confounding variables in the analysis."

8. Provide examples: Illustrate the concept of randomization through examples to enhance understanding. For instance, "In a randomized controlled trial, participants were randomly assigned to receive either the experimental drug or a placebo."

9. Discuss alternative methods: In some cases, randomization may not be feasible or appropriate. Mention alternative methods that can be used in such situations.

For example, "When randomization is not possible, researchers may employ stratified sampling to ensure representation from different demographic groups."

10. Conclude with a summary: Summarize the main points discussed in the sentence to reinforce the understanding of the word or phrase.

For example, "In summary, randomization is a crucial process in various fields, including research, statistics, and computer science, as it ensures fairness, minimizes bias, and enhances the validity of results." By following these tips, you can effectively incorporate the word "randomization" or the phrase "randomization process" in your sentences, providing clarity and context to your readers.

In the remaining portion of this article, additional example sentences are presented to demonstrate the usage of the term "Randomization" within sentences.

"Randomization"

(1) By using a randomization algorithm

(2) Randomization is a key component in statistical analysis.

(3) The shuffled array was a result of a randomization process.

(4) The experiment was flawed because of a lack of randomization.

(5) The clinical trial will involve randomization to minimize bias.

(6) Randomization helps ensure unbiased results in research studies.

(7) Randomization is a fundamental principle in experimental design.

(8) The researchers used randomization to control for selection bias.

(9) The process of randomization is essential in scientific experiments.

(10) The principle of exchangeability allows for randomization in experiments.

Sentence For "Randomization"

(11) The use of randomization in clinical trials helps minimize selection bias.

(12) The randomization process was carried out using a random number generator.

(13) Can you discuss the importance of randomization in a controlled condition?

(14) Randomization is a crucial step in conducting a fair scientific experiment.

(15) Confounding can be minimized through randomization in experimental studies.

(16) Shuffle the elements in the array undefined using a randomization algorithm.

(17) Apply a randomization method to shuffle the elements in the array undefined.

(18) Randomization helps eliminate systematic differences between treatment groups.

(19) Randomization is a key principle in the design of randomized controlled trials.

(20) Randomization is a key aspect of random sampling techniques in survey research.

"Randomization" In A Sentence

(21) The experiment design involved randomization to eliminate any systematic errors.

(22) The randomization of participants in the study was done using a computer program.

(23) Randomization is crucial in clinical trials to ensure the validity of the results.

(24) Our study accounted for potential sampling error by using a randomization process.

(25) The randomization procedure used in the study was approved by the ethics committee.

(26) The study design aimed to minimize the impact of confounders through randomization.

(27) By using a randomization algorithm, the undefined array can reshuffle its contents.

(28) Randomization is a widely accepted method for minimizing selection bias in research.

(29) Randomization is an important tool for reducing the impact of confounding variables.

(30) Apply a randomization process to change the element sequence in the array undefined.

"Randomization" Sentence

(31) The RCT design allowed for randomization of participants to minimize selection bias.

(32) The sequencer's randomization feature adds an element of surprise to my compositions.

(33) The randomization of treatment order was done to control for potential order effects.

(34) Apply a randomization process to alter the sequence of elements in the array undefined.

(35) Apply a randomization process to change the element arrangement in the array undefined.

(36) The randomization of treatment allocation was done using a computer-generated sequence.

(37) The sampling error in the survey's sample selection was minimized through randomization.

(38) The researchers used randomization to assign participants to different intervention arms.

(39) Apply a randomization process to change the order of the elements in the array undefined.

(40) The randomization process was conducted in a double-blind manner to further minimize bias.

"Randomization" Sentence Examples

(41) Randomization is a critical step in the design of experiments to ensure internal validity.

(42) The randomization of stimuli presentation was done to control for potential order effects.

(43) Experts should critique the methodology of this experiment to ensure proper randomization.

(44) The study employed randomization to minimize bias and increase the validity of the results.

(45) The randomization of the treatment groups was done to prevent any potential selection bias.

(46) The randomization of the variables helped to control for any potential confounding factors.

(47) The randomization of the sample helped to reduce any potential selection bias in the study.

(48) The researchers employed randomization to assign participants to different treatment groups.

(49) Some sequencers offer advanced features like randomization and probability-based sequencing.

(50) Randomization is commonly used in psychology experiments to control for extraneous variables.

Sentence With "Randomization"

(51) The randomization procedure used in the study was described in detail in the methods section.

(52) Apply a randomization method to change the arrangement of the elements in the array undefined.

(53) Randomization is a key principle in experimental design to ensure the validity of the results.

(54) The randomization of the order of conditions was done to minimize any potential order effects.

(55) Randomization is a fundamental principle in statistics to ensure the validity of the analysis.

(56) The confounding out of the randomization process made it difficult to ensure unbiased results.

(57) The effectiveness of randomization in reducing bias has been well-documented in the literature.

(58) Researchers should use randomization techniques to minimize the influence of experimenter bias.

(59) The randomization process was conducted by an independent statistician to ensure its integrity.

(60) The randomization of the intervention groups was done to avoid any potential bias in the study.

Use "Randomization" In A Sentence

(61) The study's results were skewed due to a lack of randomization in the sample selection process.

(62) The randomization process was carefully designed to eliminate any potential confounding factors.

(63) The randomization of the treatment allocation was done to prevent any potential allocation bias.

(64) The randomization of samples in the study was done to ensure representativeness of the population.

(65) The randomization of treatment allocation helps ensure equal distribution of potential confounders.

(66) The randomization of participants was done to minimize the influence of individual characteristics.

(67) The researchers implemented a rigorous randomization process to maximise between-group differences.

(68) The randomization of the participants into different groups was done to prevent any potential bias.

(69) Randomization is a powerful tool for controlling for unknown factors that may influence the outcome.

(70) The randomization of participants into different conditions was done to prevent any systematic bias.

Sentence Using "Randomization"

(71) Randomization is an important tool in research to ensure that the groups being compared are similar.

(72) The researcher used randomization to assign participants to either the control or experimental group.

(73) The use of randomization in clinical trials helps to ensure that the treatment groups are comparable.

(74) The researchers used randomization to assign participants to either the control or experimental group.

(75) Randomization is a technique used to control for any potential confounding variables in an experiment.

(76) The artist's work was characterized by aleatory elements, such as chance operations and randomization.

(77) The randomization of the order of presentation of stimuli helped to reduce any potential order effects.

(78) Randomization is used in surveys to ensure that each participant has an equal chance of being selected.

(79) The randomization of the sample helped to ensure that the results were representative of the population.

(80) Randomization is a commonly used technique in psychology experiments to control for extraneous variables.

Sentences With "Randomization"

(81) The randomization of the order of questions in the survey helped to minimize any potential response bias.

(82) The randomization of participants was done to ensure equal representation of different demographic groups.

(83) The experimental design includes a randomization procedure to assign participants to different conditions.

(84) The participants were randomly assigned to one of three treatment groups through a process of randomization.

(85) Counterbalancing can be achieved through randomization or systematic manipulation of the order of treatments.

(86) Randomization is a statistical technique used to assign participants to different groups in an unbiased manner.

(87) Randomization helps to eliminate any potential confounding variables that could affect the outcome of the study.

(88) Systematic sampling is a reliable method for selecting a representative sample without the need for randomization.

(89) Randomization is a critical step in research design to ensure the reliability and generalizability of the findings.

(90) The randomization process ensures that each participant has an equal chance of being assigned to a particular group.

Sentence Of "Randomization"

(91) Randomization is an essential component of randomized controlled trials, which are considered the gold standard in research.

(92) Systematic sampling is a reliable way to obtain a representative sample without the need for complex randomization techniques.

(93) Randomization is used in clinical trials to ensure that the treatment groups are comparable in terms of baseline characteristics.

(94) The researchers used a variety of methods to ensure the accuracy of the experiment, including double-blind testing and randomization.

Learning English Faster Through Complete Sentences With "Randomization"

Sentences are everywhere.
Without sentences, language doesn’t really work.

When you first started learning English, you may have memorized words such as English meaning of the word "Randomization"; But now that you have a better understanding of the language, there’s a better way for you to learn meaning of "Randomization" through sentence examples.

True, there are still words that you don’t know. But if you learn whole sentences with "Randomization", instead of the word "Randomization" by itself, you can learn a lot faster!

Focus Your English Learning On Sentences With "Randomization".

Why Is Focusing on Sentences Important?
Sentences are more than just strings of words. They’re thoughts, ideas and stories. Just like letters build words, words build sentences. Sentences build language, and give it personality.

Again, without sentences, there’s no real communication. If you were only reading words right now, you wouldn’t be able to understand what I’m saying to you at all.

- The Word "Randomization" in Example Sentences.
- "Randomization" in a sentence.
- How to use "Randomization" in a sentence.
- 10 examples of sentences "Randomization".
- 20 examples of simple sentences "Randomization".

All the parts of speech in English are used to make sentences. All sentences include two parts: the subject and the verb (this is also known as the predicate). The subject is the person or thing that does something or that is described in the sentence. The verb is the action the person or thing takes or the description of the person or thing. If a sentence doesn’t have a subject and a verb, it is not a complete sentence (e.g., In the sentence “Went to bed,” we don’t know who went to bed).

Four Types Of Sentence Structure.

Simple Sentences With "Randomization"

A simple sentence with "Randomization"contains a subject and a verb, and it may also have an object and modifiers. However, it contains only one independent clause.

Compound Sentences With "Randomization"

A compound sentence with "Randomization" contains at least two independent clauses. These two independent clauses can be combined with a comma and a coordinating conjunction or with a semicolon.

Complex Sentences With "Randomization"

A complex sentence with "Randomization" contains at least one independent clause and at least one dependent clause. Dependent clauses can refer to the subject (who, which) the sequence/time (since, while), or the causal elements (because, if) of the independent clause.

Compound-Complex Sentences With "Randomization"

Sentence types can also be combined. A compound-complex sentence with "Randomization" contains at least two independent clauses and at least one dependent clause.