General and Building Trades Definitions of Random Differ From the Statistics Definition Of Random

Question Description

I’m working on a Statistics question and need guidance to help me study.

first paragraph

Below we see three different definitions of the word “random”. Notice that the statistics definition differs from the other definitions of random used in general language and in building trades. Write a small paragraph discussing how the “general” and “building trades” definitions of random differ from the “statistics” definition of random. Also discuss why these definitions create confusion for statistics students. For example, many people out in the world say they collected data “randomly” when it is not. Your initial post paragraph should have at least 150 words, but not more than 250 words.

random

General Definition: Proceeding, made, or occurring without definite aim, reason, or pattern. For example: “I walked around the store and randomly picked a person to talk to”.

Building Trades: lacking uniformity of dimensions. For example, random shingles.

Statistics Definition: Selecting individual people or objects from a population where every person or object in the population has an equal probability of being chosen.When data does not represent the population we are studying, we say

Second Paragraph

it is “biased data”. This a very different idea from what most people think
of when they say “bias”.

In section 1C we saw there are many ways data can be biased:
Question Bias, Response Bias, Sampling Bias, Non-response Bias
and Deliberate Bias.

Write a short paragraph answering the following questions.

1. Why is it so important to have unbiased data.

2. What problems could occur from analyzing and making population
conclusions based on biased data?

3. What can we do to avoid the various biases listed above?

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