Mod. 1 Ch. 3 – Means and Standard Deviation – Flashcards
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Arithmetic mean
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adding all values of variables and dividing by number of variables
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Population arithmetic mean, and it's symbol
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mean computed by using all individuals in a population, symbol is "mew"
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Population mean is a
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parameter
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Sample arithmetic mean
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mean using sample data, symbol is "x-bar"
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N means
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population
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n means
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sample
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"Mu" [µ] means
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population mean
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"x-bar" means
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sample mean
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Σ is called and means
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Uppercase sigma, and means the "sum of terms [xi]"
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xi means
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all x values
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Σxi
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{sum of}{all x values}
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(Σxi)/N means
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sum of all x values / N - population
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Median is, symbol is
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value that lies in the middle of the data when arranged in ascending order. M is the symble
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How to find mean in odd N or n
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find the middle value
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How to find mean in even N or n
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take the mean of the middle 2 values
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Resistant means
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is the measure of central tendencies resitant to extreme values, does it alter the data significantly
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Which measures of central tendencies are resistant
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median and mode
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which measures of central tendencies are not resistent
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mean, range and standard deviation
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Mode
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variable that is most the most freequent observation, N or n's can be no mode, single mode, bimodal or multimodal
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mode can be used for both
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quantitative and qualitative
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Mode is primarily a measure of
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qualitative central tendency
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Range is the
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difference between the largest data value and the smallest
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Why is range not a good measure?
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because it doesn't give you how wide the data is talking about but not weather it's scrunched or dispersed or how many n or N is
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Varience is
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(standard deviation)^2
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Standard deviation allows you
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to see how spread out or concentrated the data in a bell curve is, should be able to pic which graphs go with which µ and "x-bar" and σ
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Emperical rule is known as
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68%-95%-99.7% rule
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which percent of observations are expected to lie within 1 standard deviation of the mean?
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68% >> (34% () 34%)
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95% of values in a normal distribution fall within
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2 Standard deviations [95-68= 27/2 = 13.5] >> (13.5% | 34% () 34%|13.5%)
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99.7% within 3 Standard deviation
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[99.7-95= 4.7/2 = 2.35% >> [2.35% |..|.. () ..|..|2.35%]
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the 68-95-99.7% rule applies for
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roughly all bell-shaped curves
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[St.Dev. 1]+[St.Dv. 2] = [34.7 + 13.5] = 48.2% probability
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What is the probability that a randomly selected time falls between 40 and 42 seconds?
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Percentile
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the Kth percentile, denoted Pk of a set of data is a value such that K percent of the observations are less than or equal to the value represented by the percentile, like class rank
but the percentil starts from low to high, so 5th percentile is 5% of population has this or less and so forth, 95th is the top 95% of the data, and 95% of individuals and this number or less
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Inter-quartile range
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Q3 minus Q1
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inter-quartile range contains the
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middle 50% of all observatoins
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When finding the mean of a set of data you should always do what first
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put data in order!!!! median will be skewed otherwise
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The sum of the deviations about the mean always equals
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0
because observations greater than the mean will offset the observations less than the mean and cancel out to zero or close to zero
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The standard deviation is used in conjunction with the _____ to numerically describe distributions that are bell shaped. The ____ measures the center of the distribution, while the standard deviation measures the ____ of the distribution.
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The standard deviation is used in conjunction with the MEAN to numerically describe distributions that are bell shaped. The MEAN measures the center of the distribution, while the standard deviation measures the SPREAD of the distribution.
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True or False: When comparing two populations, the larger the standard deviation, the more dispersion the distribution has, provided that the variable of interest from the two populations has the same unit of measure.
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True, because the standard deviation describes how far, on average, each observation is from the typical value. A larger standard deviation means that observations are more distant from the typical value, and therefore, more dispersed.
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the higher the standard deviation
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the more spaced out and dispersed the bell shape.