Question

In: Statistics and Probability

Define Each and provide an example. -1 Nominal scale measurement of variable -2 Sample selection bias...

Define Each and provide an example.

-1 Nominal scale measurement of variable

-2 Sample selection bias

-3 Likert Scale

-4 Quota Sample

Solutions

Expert Solution

Answer :

1. Nominal scale measurement of variable

  • Level of estimation or size of measurment in an arrangement that portrays or nature the idea of data inside the qualities appointed to factors.
  • Therapist Stanley Smith Stevens built up the best-known arrangement with four levels, or scales, of estimation: ostensible, ordinal, interim, and proportion.   

Nominal VariablesExamples as followes

  • Eye color (Blue, Green, Brown, Hazel).
  • Type of pet (Dog, Cat, Rodent, Fish, Bird).

2.Sample selection bias :

  • Sample selection bias is a type of bias caused by choosing non-random data for statistical analysis.
  • The inclination exists because of an imperfection in the example choice process, where a subset of the information is methodicallly avoided because of a specific quality.
  • The prohibition of the subset can impact the measurable essentialness or  influence the statistical significance of the test, or  produce distorted results.

3.Likert Scale :

  • Five to seven things are typically utilized in the scale. The scale doesn't need to state "concur" or "deviate" (or) “agree” or “disagree” ; many varieties are conceivable on topics like understanding, frequency, quality and importance.

For examples

  • Agreement: Strongly agree to strongly disagree.
  • Frequency: Often to never.

4.Quota Sample :

  • Standard testing is an examining strategy wherein information is gathered from a homogeneous gathering.
  • It includes a two-advance process where two factors can be utilized to channel data from the populace. It can without much of a stretch be directed and helps in speedy correlation.

examples as followes

  • Underway portions, n administration or a gathering of makers, confine the supply of a specific item with the end goal to keep up a specific value level.

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