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Confidence Intervals

AP Statistics

TermDefinition
general formula for a confidence interval point estimate ± margin of error (A, B)
finding point estimate from confidence interval take the average (A+B / 2)
finding margin of error from confidence interval B-A / 2, or subtract point estimate from B
interpreting a confidence interval we are (confidence level)% confident that the interval from ___ to ___ captures the true (context)
point estimate statistic, p-hat, x-bar
describing parameter p = TRUE proportion or mean of (context)
interpreting a confidence level if we take many, many samples and calculate a confidence interval for each, about (confidence level)% will capture the true (context/parameter)
wider confidence interval higher confidence level, lower sample size
narrower confidence interval lower confidence level, higher sample size, less variability
conditions to check for confidence intervals of a proportion SRS with context and sample size, 10% condition (n ≤ 0.1(N)), large counts condition (np-hat ≥ 10, n(1-p-hat) ≥ 10)
confidence interval formula for one proportion p-hat (statistic) ± z* (CL) x √p-hat(1-p-hat) / n (standard error)
z* for 80% confidence level 1.28
z* for 90% confidence level 1.64
z* for 95% confidence level 1.96
z* for 99% confidence level 2.58
margin of error formula z* or t* x standard error
why do we check for a random sample ensures results are generalizable to entire population
why do we check 10% condition when sampling without replacement, ensures independence, allows use of standard error formula
why do we check large counts condition/ CLT ensures normality and the use of invNorm
choose name procedure (1 sample z interval for p or 1 sample t interval for η), identify confidence level, state parameter
check check conditions with work
calculate write general and specific formula, plus in #s, find confidence interval
conclude interpret confidence level in context
conservative estimate or no p-hat is given use 0.5 for p-hat
sample size problems always round up, fill values into margin of error formula
finding confidence level of one proportion in calculator menu 6 6 5, fill in p-hat and sample size
t*-interval wider than z*, use invt on calculator and degrees of freedom (df=n-1)
checking normality condition for means 1. check if population is normal, then 2. check central limit theorem (n ≥ 30), if not 3. sample graph show no strong skewness or outliers (last resort)
formula for constructing a confidence interval for one mean x-bar ± (t*)(s/√n)
using invNorm or invt to find z*/t* type other area into calculator that isn't covered by confidence level, for t* also use df=n-1 (ex. 95% CL --> use 0.025)
finding confidence interval for one mean in calculator menu 6 6 2, type in x-bar, standard error, and sample size
Created by: ts2819
 

 



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