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S9.1 - Logic in Confidence Intervals
The Logic in Constructing Confidence Intervals for a Population Mean
16
Mathematics
Graduate
11/07/2013

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Term
Point estimate
Definition
The value of a statistic that estimates the value of a parameter
Term
Confidence interval
Definition
An interval of numbers for an unknown parameter
Term
Level of confidence
Definition
The expected proportion of intervals that will contain the parameter if a large number of different samples is obtained
Term
Level of confidence is denoted
Definition
(1-alpha)(100%)
Term
The form of confidence intervals for a population mean
Definition
Point estimate +/- margin of error
Term
Margin of error
Definition
A measure of how accurate the point estimate is
Term
Margin of error depends on 3 factors
Definition
1. Level of confidence
2. Sample size
3. Standard deviation of the population
Term
Inequality with mew in the middle
Definition
xbar-z(alpha/2)x(sigma/n^0.5)
Term
Critical value
Definition
z(alpha/2)
Term
A 95% confidence interval for a parameter means
Definition
95% of all possible samples will result in an interval that includes the unknown parameter and 5% will not
Term
Lower bound
Definition
xbar-z(alpha/2)x(sigma/n^0.5)
Term
Upper bound
Definition
xbar+z(alpha/2)x(sigma/n^0.5)
Term
Robust
Definition
Minor departures from normality will not seriously affect the results
Term
Margin of error, E, in a confidence interval in which sigma is known =
Definition
z(alpha/2)x(sigma/n^0.5)
Term
Sample size required to estimate the population mean mew with a 95% level of confidence
Definition
n = [(z(alpha/2)xsigma)/E]^2
Term
3 requirements for constructing CI's about mew if sigma is known
Definition
1. Data must be obtained from a simple random sample
2. Data must be obtained from a population that is normally distributed or n>30
3. Population sd sigma is assumed to be known
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