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21 Cards in this Set

  • Front
  • Back

Variable

A characteristic of an individual that can bemeasured or observed.

Response Variable

Measures the outcome of a study – Dependentvariable.

Explanatory Variable

Used in attempt to explain the observed outcome. - Independent Variable.

P-Value

The probability ofgetting a result by chance that is as extreme or more extreme than the actualresult.

Parameter

A parameter is a number thatdescribes some aspect of a population.


– (ex. Proportion of all republican voters who will vote for DonaldTrump.)




-Denoted with Greek letters




-Pi = proportion


-population mean

Statistic

A statistic is a number thatdescribes some aspect of a sample.


(EX. a count, sample proportion, sample mean)


-Sample mean

Null Hypothesis

The null hypothesis is thestatement being tested. One looks forevidence against the null hypothesis.

Randomization Distribution

The distribution of some measure repeatedly applied torandom data.

median

A number with half the datavalues above it and half below.

Q1

The first quartile – a number with one fourth ofthe data values below it.

Five-Number Summary

The minimum, first quartile,median, third quartile, and maximum of a set of data.

Interquartile Range

The distance between the firstand third quartiles – that is, Q­3 minus Q1.

40th Percentile

A number with 40% of the datavalues below it.

Alternative Hypothesis

The alternative hypothesis is thestatement that one suspects is true instead of the null hypothesis.

Margin of Error

The margin of error is half thewidth of the confidence interval.

Population

Entire group of individuals about which we want information.

Sample

Subset of the population which we actually study.

Inference

Drawing a conclusion about a larger group (population) based on data about a smaller group (sample).

Categorical Variable

a variable that can take on one of a limited, and usually fixed, number of possible values, thus assigning each individual to a particular group or "category."

Confidence Interval

A 95% confidence interval is constructed in a way so that a claim that the parameter falls in the interval will be correct 95% of the time.

Significance Level

The null hypothesis is rejected if the p-value is less than the significance or α level. The α level is the probability of rejecting the null hypothesis given that it is true (type I error) and is most often set at 0.05 (5%).