[list][*][math]34,000\div10[/math][/*][*] [math]340\div100[/math][/*][*][math]34\div10[/math][/*][*][math]3.4\div100[/math][/*][/list]
The first two paintings she sold were for $50 and $350.
At a gallery show, she sold three paintings for $250, $400, and $1,200.[br]
Her oil paintings have sold for $410, $400, and $375.
[table][tr][td]$50[/td][td]$200[/td][td]$250[/td][td]$275[/td][td]$280[/td][td]$350[/td][td]$375[/td][td]$400[/td][td]$410[/td][td]$1,200[/td][/tr][/table][br]Calculate the measure of center you were assigned for all of the selling prices.
Compare your answers with your partner.[br]Were the measures of center for any of the samples close to the same measure of center for the population?
Here are dot plots showing the population and three different samples from that population. What do you notice? What do you wonder?
If the goal is to have the sample represent the population, which of the samples would work best?
Which wouldn't work so well? Explain your reasoning.
When doing a statistical study, it is important to keep the goal of the study in mind. Representative samples give us the best information about the distribution of the population as a whole, but sometimes a representative sample won’t work for the goal of a study![br][br]For example, suppose you want to study how discrimination affects people in your town. Surveying a representative sample of people in your town would give information about how the population generally feels, but might miss some smaller groups. Describe a way you might choose a sample of people to address this question.
[size=150]An online shopping company tracks how many items they sell in different categories during each month for a year. Three different auditors each take samples from that data. Use the samples to draw dot plots of what the population data might look like for the furniture and electronics categories.[/size][br][img]data:image/png;base64,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[/img]
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[/img]