Question
Which of the following strategies is most effective in
avoiding selection bias when choosing a sample for analysis?Solution
Selection bias occurs when certain individuals are more likely to be selected for a sample than others, leading to unrepresentative results. Random sampling with a well-defined sampling frame ensures that every individual in the population has an equal chance of being selected, thus minimizing bias. The sampling frame is a list of all individuals in the population, and using this frame with random sampling helps ensure the sample is unbiased and representative of the entire population. Option A is incorrect because selecting volunteers can introduce bias since volunteers are likely to have specific characteristics that differ from the general population. Option B is incorrect because relying on personal judgment introduces bias based on subjective decisions, which can distort the sample. Option D is incorrect because convenience sampling is highly prone to bias, as it selects individuals who are easiest to reach, which may not represent the entire population. Option E is incorrect because focusing only on individuals with particular interests introduces a bias related to the characteristics of the participants.
Select the most appropriate option to fill in blank number 3
Find the appropriate word.
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Choose the most appropriate word to fill the blank (c)
 Select the most appropriate option to fill in blank
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Find the appropriate word for Blank 1.
What did the kids learn, after swimming in the sea and getting their colour changed?
1) Vivekananda advocated bodybuilding and exercise to help boost one’s morale and strength.
2) It was a call to action, to karma, rather th...