6-Estimating the Population Mean When the Population Standard Deviation Is Known Flashcards

1
Q

What is a point estimate ?

A

a single number that estimates a population parameter. In other words, a point estimate is a statistic.

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2
Q

What is an interval estimate ?

A

is a range of values believed to contain the population parameter.

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3
Q

What is a confidence interval ?

A

when we can express the confidence we have that it contains the parameter. Confidence is expressed as a percentage.

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4
Q

Whats the formula to calculate a 95% confidence interval ?

A

m+-1,96(om)

*m= the SAMPLE mean
1,96 = to the za/2 of 95%
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5
Q

True or false : If the arms around µ capture m, then the same arms around m will capture µ. Therefore, whenever the arms around µ capture m, the same arms around m will capture µ.

A

True. We can calculate by u+-1,96(om) for m or m+-1,96(om) to find u

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6
Q

what is the formula for (1−α)100% confidence interval?

A

m+-za/2(om)

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7
Q

True or false. As σ increases (and n remains constant), σm will increase. Conversely, as n increases (and σ remains constant), σm will decrease.

A

True

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8
Q

True or false: I have 95% confidence that µ lies in the interval m ± zα/2(σm) = [16.8, 28.4] because 95% of all possible intervals

A

True

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9
Q

True or false. (1−α)100% intervals computed as m ± zα/2(σm) will capture m.

A

False. Because m is always at the center of the interval, 100% of intervals computed as m ± zα/2(σm) will capture m.

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10
Q

What is the formula for sample standard deviation ?

Whats the formula for an approximative confidence interval ?

A

sm= squ.rt of s^2/n

m+-za/2 (sm)

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11
Q

True or false. 3. Confidence intervals computed with sm will capture µ more often than those computed with σm.

A

False

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12
Q

What is the formula for the margin of error (moe) ?

A

moe= za/2 (om)

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13
Q

In the general case, we could say we want the moe to be ƒ(σ), where ƒ is some number less than … and greater than ….

A

a) 1

b) 0

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14
Q

What formula shows the sample size required to produce an moe of ƒ(σ) ?

A

n=(za/2) / f )^2

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15
Q

What are valid assumptions ?

A

1) Normality (when o is known or when it is unknown but with large sample size)
2) Random sampling

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