6-Estimating the Population Mean When the Population Standard Deviation Is Known Flashcards
What is a point estimate ?
a single number that estimates a population parameter. In other words, a point estimate is a statistic.
What is an interval estimate ?
is a range of values believed to contain the population parameter.
What is a confidence interval ?
when we can express the confidence we have that it contains the parameter. Confidence is expressed as a percentage.
Whats the formula to calculate a 95% confidence interval ?
m+-1,96(om)
*m= the SAMPLE mean 1,96 = to the za/2 of 95%
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.
True. We can calculate by u+-1,96(om) for m or m+-1,96(om) to find u
what is the formula for (1−α)100% confidence interval?
m+-za/2(om)
True or false. As σ increases (and n remains constant), σm will increase. Conversely, as n increases (and σ remains constant), σm will decrease.
True
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
True
True or false. (1−α)100% intervals computed as m ± zα/2(σm) will capture m.
False. Because m is always at the center of the interval, 100% of intervals computed as m ± zα/2(σm) will capture m.
What is the formula for sample standard deviation ?
Whats the formula for an approximative confidence interval ?
sm= squ.rt of s^2/n
m+-za/2 (sm)
True or false. 3. Confidence intervals computed with sm will capture µ more often than those computed with σm.
False
What is the formula for the margin of error (moe) ?
moe= za/2 (om)
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) 1
b) 0
What formula shows the sample size required to produce an moe of ƒ(σ) ?
n=(za/2) / f )^2
What are valid assumptions ?
1) Normality (when o is known or when it is unknown but with large sample size)
2) Random sampling