Steply

Margin of error

Statistics · 20 problems, easy to harder

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How we do it

  1. What the margin means
  2. Lowest and highest
  3. Draw it
  4. Inside or outside
  5. Check

The steps for A survey says 52% with a margin of error of 3%. Is 50% a plausible…. Every solution names its steps, so you always know what comes next.

Worked examples

A survey says 52% with a margin of error of 3%. Is 50% a plausible… Easy

The question

Question: A survey says 52% with a margin of error of 3%.

Is 50% a plausible value?

1 What the margin means

52% comes from a sample: only some of the people.

The true value for everyone can be a bit different.

The margin of error, 3%, says how far it can be.

52% ± 3%

± means plus or minus: we go 3% down and 3% up.

The true value is likely in between.

± = plus or minus
true value: likely within 3% of 52%

2 Lowest and highest

The lowest likely value: 52% minus 3% is 49%.

lowest = 52% − 3% = 49%

The highest: 52% plus 3% is 55%.

highest = 52% + 3% = 55%

3 Draw it

A number line from 47 to 57: a bit of room on each side.

The likely values go from 49% to 55%.

We colour them green.

52%, the sample's answer, is right in the middle.

Now 50%, the value in the question.

We mark it in red.

4 Inside or outside

50% is between 49% and 55%: inside the green part.

= 49% ≤ 50% ≤ 55%

Careful!

Plausible means likely.

It does not mean the true value is 50% for sure.

Careful: plausible = likely, not sure

So yes: 50% is a plausible value.

= yes, 50% is plausible

5 Check

Let's check another way: how far is 50% from 52%?

52% minus 50% is 2%.

That is within the margin, 3%.

So it is right!

52% − 50% = 2%, 2% ≤ 3%

Let's look back.

First: what the margin means.

Then: lowest and highest.

Then: draw it.

Then: inside or outside.

Last: check.

Answer
= yes, 50% is plausible

▶ Watch it solved

The mean sleep in a sample is 6.2 hours with a margin of error of… Medium

The question

Question: The mean sleep in a sample is 6.2 hours with a margin of error of 0.4 hours.

Is 7 hours a plausible value for the mean?

1 What the margin means

6.2 hours comes from a sample: only some of the people.

The true value for everyone can be a bit different.

The margin of error, 0.4 hours, says how far it can be.

6.2 ± 0.4

± means plus or minus: we go 0.4 hours down and 0.4 hours up.

The true value is likely in between.

± = plus or minus
true value: likely within 0.4 of 6.2

2 Lowest and highest

The lowest likely value: 6.2 minus 0.4 is 5.8.

lowest = 6.2 − 0.4 = 5.8

The highest: 6.2 plus 0.4 is 6.6.

highest = 6.2 + 0.4 = 6.6

3 Draw it

A number line from 5.5 to 7.2: a bit of room on each side.

The likely values go from 5.8 to 6.6.

We colour them green.

6.2, the sample's answer, is right in the middle.

Now 7, the value in the question.

We mark it in red.

4 Inside or outside

7 is above 6.6: outside the green part.

= 7 > 6.6

Careful!

Close is not enough.

It must be inside the margin of error.

Careful: not 7 is close to 6.2 → plausible ✗

So no: 7 hours is not a plausible value.

= no, 7 is not plausible

5 Check

Let's check another way: how far is 7 from 6.2?

7 minus 6.2 is 0.8.

That is more than the margin, 0.4.

So it is right!

7 − 6.2 = 0.8, 0.8 > 0.4

Let's look back.

First: what the margin means.

Then: lowest and highest.

Then: draw it.

Then: inside or outside.

Last: check.

Answer
= no, 7 is not plausible

▶ Watch it solved

A survey finds that 46% of people agree, with a margin of error of… Harder

The question

Question: A survey finds that 46% of people agree, with a margin of error of 3%.

Can we be sure that more than half of all people agree?

1 What the margin means

46% comes from a sample: only some of the people.

The true value for everyone can be a bit different.

The margin of error, 3%, says how far it can be.

46% ± 3%

± means plus or minus: we go 3% down and 3% up.

The true value is likely in between.

± = plus or minus
true value: likely within 3% of 46%

2 Lowest and highest

The lowest likely value: 46% minus 3% is 43%.

lowest = 46% − 3% = 43%

The highest: 46% plus 3% is 49%.

highest = 46% + 3% = 49%

3 Draw it

A number line from 41 to 52: a bit of room on each side.

The likely values go from 43% to 49%.

We colour them green.

46%, the sample's answer, is right in the middle.

Half is 50%.

We mark it in red.

4 Inside or outside

Even the highest likely value, 49%, is not more than half.

= 49% ≤ 50%

Careful!

Every likely value is half or less.

Very likely, but still not 100% sure.

Careful: plausible = likely, not sure

So no: it is likely half or less.

= no, likely half or less

5 Check

Let's check another way: how far is 50% from 46%?

50% minus 46% is 4%.

That is more than the margin, 3%.

Half is not plausible.

So it is right!

50% − 46% = 4%, 4% > 3%

Let's look back.

First: what the margin means.

Then: lowest and highest.

Then: draw it.

Then: inside or outside.

Last: check.

Answer
= no, likely half or less

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Practice

Try each one, then open the answer. Stuck? Open the problem to watch every step.

Easy

  1. A survey says 52% with a margin of error of 3%. Is 50% a plausible value?
    Answer
    = yes, 50% is plausible
  2. A survey says 40% with a margin of error of 4%. Is 45% a plausible value?
    Answer
    = no, 45% is not plausible
  3. A poll says 61% with a margin of error of 5%. Is 58% a plausible value?
    Answer
    = yes, 58% is plausible
  4. A survey says 35% with a margin of error of 2%. What are the plausible values?
    Answer
    Careful: plausible = likely, not sure
  5. A survey of students says 70% with a margin of error of 6%. Is 80% a plausible value?
    Answer
    = no, 80% is not plausible
  6. A poll says 48% with a margin of error of 3%. What are the plausible values?
    Answer
    Careful: plausible = likely, not sure
  7. A survey says 25% with a margin of error of 5%. Is 20% a plausible value?
    Answer
    = yes, 20% is plausible
  8. A survey says 55% with a margin of error of 4%. Is 50% a plausible value?
    Answer
    = no, 50% is not plausible

Medium

  1. The mean sleep in a sample is 6.2 hours with a margin of error of 0.4 hours. Is 7 hours a plausible value for the mean?
    Answer
    = no, 7 is not plausible
  2. The mean height in a sample is 152 cm with a margin of error of 3 cm. Is 150 cm a plausible value for the mean?
    Answer
    = yes, 150 is plausible
  3. The mean time in a sample is 24 minutes with a margin of error of 2.5 minutes. Is 21 minutes a plausible value for the mean?
    Answer
    = no, 21 is not plausible
  4. A poll finds that 54% of voters like the plan, with a margin of error of 5%. Can we be sure that more than half of all voters like the plan?
    Answer
    = no, we can't be sure
  5. A poll finds that 58% of voters like the plan, with a margin of error of 4%. Can we be sure that more than half of all voters like the plan?
    Answer
    = yes, very likely
  6. The mean score in a sample is 78 points with a margin of error of 6 points. What are the plausible values for the mean?
    Answer
    Careful: plausible = likely, not sure
  7. A survey says 30% with a margin of error of 3.5%. Is 27% a plausible value?
    Answer
    = yes, 27% is plausible
  8. The mean weight in a sample is 3.4 kg with a margin of error of 0.3 kg. Is 3 kg a plausible value for the mean?
    Answer
    = no, 3 is not plausible

Harder

  1. A survey finds that 46% of people agree, with a margin of error of 3%. Can we be sure that more than half of all people agree?
    Answer
    = no, likely half or less
  2. A poll says 51% with a margin of error of 4%. What are the plausible values?
    Answer
    Careful: plausible = likely, not sure
  3. The mean in a sample is 12.6 with a margin of error of 1.2. Is 14 a plausible value for the mean?
    Answer
    = no, 14 is not plausible
  4. A survey says 64% with a margin of error of 2%. Is 61% a plausible value?
    Answer
    = no, 61% is not plausible