100 Examples of sentences containing the common noun "randomization"

Definition

Randomization refers to the process of making something random or assigning subjects or elements to different groups in a study or experiment in a way that is free from bias. This is commonly used in statistics and experimental design to ensure that the results are valid and can be generalized to a larger population.

Synonyms

• Random assignment
• Random selection
• Random distribution
• Chance allocation

Antonyms

• Systematic selection
• Fixed assignment
• Structured allocation
• Purposeful distribution

Examples

1. The researchers decided to randomize the participants to eliminate bias.
2. To ensure the validity of the study, they used a computer program to randomize the sample.
3. The randomization of the trial helped to strengthen the results.
4. In clinical trials, proper randomization is crucial for accurate data collection.
5. The team used a simple method to randomize the order of the tests.
6. To avoid confounding variables, the study required randomization before treatment.
7. They had to randomize the groups to maintain the study's integrity.
8. The protocol included guidelines on how to randomize subjects effectively.
9. Randomization is key to getting unbiased results in research.
10. The researchers will randomize the participants into control and experimental groups.
11. Proper randomization can lead to more reliable conclusions.
12. They opted to randomize the data collection process for fairness.
13. The effectiveness of the drug was assessed after randomization of the participants.
14. The study will randomize volunteers to ensure equal representation.
15. A lack of randomization can lead to skewed results in studies.
16. The software allowed them to easily randomize the trials.
17. To improve the study's design, they included randomization as a key component.
18. It is important to randomize the allocation of resources to avoid bias.
19. They used a lottery system to randomize participant selection.
20. The concept of randomization is fundamental in statistics.
21. The team was trained on how to properly randomize their samples.
22. To enhance the reliability of the findings, they emphasized randomization.
23. The researchers explained the significance of randomization to the participants.
24. They will randomize the order of questions in the survey.
25. The randomization process was audited for transparency.
26. It is essential to randomize the subjects to avoid selection bias.
27. The study results were deemed valid due to their thorough randomization process.
28. To ensure fairness, they chose to randomize the treatment assignments.
29. The experiment was designed to randomize the treatment across different demographics.
30. The researchers were pleased with the degree of randomization achieved.
31. They will randomize the data sets to analyze the effects of the intervention.
32. The randomization of the control group was crucial for the experiment.
33. It is best practice to randomize whenever possible in research.
34. The trial's results were enhanced by effective randomization techniques.
35. The scientists aimed to randomize the variables to avoid bias.
36. A proper approach to randomization can improve the credibility of results.
37. They plan to randomize the treatment groups before the next phase of the study.
38. The method used to randomize participants was well-documented.
39. Randomization helps to ensure that the sample is representative of the population.
40. The need to randomize was emphasized in the research guidelines.
41. They chose to randomize the timing of the interventions for consistency.
42. The primary goal was to ensure a high level of randomization in the study.
43. They will randomize the subjects to minimize potential biases.
44. The principle of randomization was applied throughout the research process.
45. They realized that their study lacked sufficient randomization.
46. It is imperative to randomize the data collection to achieve unbiased results.
47. The researchers will randomize the groups before analyzing the results.
48. An effective way to randomize is through the use of random number generators.
49. The randomization method was critical to the study's success.
50. They will randomize the participants to prevent any selection bias.
51. The study involved a thorough randomization of samples to ensure accuracy.
52. The researchers had to randomize the order of the treatments tested.
53. They discussed the importance of randomization in their methodology.
54. The experiment aimed to randomize conditions to see varying outcomes.
55. They were able to randomize the trials effectively using software tools.
56. The team learned how to randomize the groups to improve the study design.
57. A good study should always include randomization as a critical element.
58. The success of their findings was attributed to their rigorous randomization process.
59. They chose to randomize the control and treatment groups to ensure fairness.
60. The researchers felt confident in the randomization approach they employed.
61. Without proper randomization, the results of the study could be unreliable.
62. Their goal was to randomize the selection of participants to reduce bias.
63. They will randomize conditions to test the hypothesis thoroughly.
64. The study's design required careful randomization of all variables.
65. The method used to randomize the subjects was scientifically sound.
66. They will randomize the treatments to assess their effectiveness accurately.
67. The team emphasized the need for randomization in their report.
68. The results were impacted by the level of randomization achieved.
69. They learned to randomize effectively to enhance their research methodology.
70. It is essential to randomize in order to get representative data.
71. The quality of the results relied heavily on the randomization process.
72. The researchers discussed how to best randomize their sample population.
73. They managed to randomize the groups successfully within the given timeframe.
74. The randomization of the participants was a critical aspect of the experiment.
75. They were able to randomize the subjects efficiently using established protocols.
76. The study will randomize participants to avoid any potential bias.
77. They were taught how to randomize the test conditions for consistency.
78. The process of randomization ensures that every participant has an equal chance.
79. They had to randomize the groups to ensure the integrity of the research.
80. The team was satisfied with the level of randomization achieved in the study.
81. They will randomize the trials to gather diverse data outcomes.
82. Understanding how to randomize correctly is important in research design.
83. They will randomize the scheduling of the interventions to minimize bias.
84. The study's findings were bolstered by appropriate randomization techniques.
85. They used a software tool to help randomize the participants effectively.
86. The principle of randomization allows for more accurate conclusions in studies.
87. They will randomize the selection process to ensure fairness among participants.
88. The researchers explained how randomization reduces bias in their findings.
89. They will randomize the data points to achieve a balanced analysis.
90. The lack of randomization in the study was a significant flaw.
91. They ensured to randomize the subjects before beginning the experiment.
92. The results were considered credible due to their thorough randomization methods.
93. They aimed to randomize the sample to reflect the broader population.
94. The study required them to randomize the conditions for accurate comparison.
95. A good way to randomize is through using random number tables.
96. The team chose to randomize participants to mitigate any biases.
97. They will randomize the groups before conducting the analysis.
98. The researchers emphasized the importance of randomization in their methodology.
99. Proper randomization is essential for producing reliable scientific results.
100. They will randomize the sequences to test the effects accurately.