One of the characteristics of probability sampling is

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UGC NET Paper 1: Held on 21st June 2023 Shift 2
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  1. Population bias
  2. sampling bias
  3. Random selection
  4. Accidental selection

Answer (Detailed Solution Below)

Option 3 : Random selection
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UGC NET Paper 1: Held on 21st August 2024 Shift 1
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The correct option is: Random selection

Important Points

Probability sampling is a sampling technique used in research and statistics, where each member of the population has a known and equal chance of being selected to be part of the sample.

  • It is based on the principle of random selection.
  • In probability sampling, every individual or element in the population has a non-zero chance of being selected for the sample.
  • This ensures that the sample is representative of the entire population and helps reduce bias in the selection process.

 Population bias:

  • Population bias refers to the distortion or non-representativeness of the sample due to the characteristics of the population being studied.
  • This is not a characteristic of probability sampling.

Sampling bias:

  • Sampling bias occurs when some members of the population are more likely to be included in the sample than others, leading to an unrepresentative sample.
  • Probability sampling aims to reduce sampling bias through random selection.

 Accidental selection:

  • Accidental selection, also known as convenience sampling, is a non-probability sampling method where researchers choose individuals who are readily available or easily accessible.
  • It does not involve random selection and may lead to bias in the sample.

Therefore, the correct characteristic of probability sampling is option 3) Random selection.

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