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Determining the Minimum Sample Size Required definitions
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Confidence Interval
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Confidence Interval
A range constructed around a sample mean to estimate a population mean with a specified probability.
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Determining the Minimum Sample Size Required quiz
Determining the Minimum Sample Size Required
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7. Sampling Distributions & Confidence Intervals: Mean
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Ally
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Determining the Minimum Sample Size Required
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이 집합의 용어 (15)
하이드의 정의
Confidence Interval
A range constructed around a sample mean to estimate a population mean with a specified probability.
Margin of Error
The maximum amount by which a sample estimate may differ from the true population value in a confidence interval.
Sample Size
The number of subjects or observations included in a study, affecting the precision of statistical estimates.
Critical Value
A number from statistical tables used to determine the boundaries of a confidence interval for a given confidence level.
Standard Deviation
A measure of variability indicating how spread out values are in a dataset, often estimated from prior studies.
Degrees of Freedom
A value calculated as one less than the sample size, used in statistical formulas for estimating variability.
Confidence Level
The probability that a confidence interval contains the true population parameter, commonly expressed as a percentage.
Range Rule of Thumb
A method for estimating standard deviation by dividing the difference between maximum and minimum values by four.
Population Mean
The average value of a variable for all members of a population, estimated using sample data.
Z-Value
A standardized score from the normal distribution used to calculate confidence intervals when sample size is large.
T-Value
A score from the t-distribution used in confidence interval calculations, especially when sample size is small.
Prior Information
Data or estimates from previous studies used to inform calculations when current sample statistics are unavailable.
Estimation
The process of inferring population parameters based on sample statistics and probability models.
Decimal Rounding
The practice of increasing a calculated sample size to the next whole number to ensure statistical requirements are met.
Maximum Margin of Error
The largest allowable difference between a sample estimate and the population parameter for a confidence interval.