Shared Flashcard Set

Details

Statisics 260
stats
47
Computer Science
Undergraduate 2
07/19/2011

Additional Computer Science Flashcards

 


 

Cards

Term
Qualitative variable
Definition
a variable that indicates whether a person or object possesses a given attribute
Term
quantitative variable
Definition
a variable that expresses how much of an attribute is possessed by a person or object; may be either discrete or continuous
Term
descriptive statistics
Definition
a branch of statistics in which the emphasis is on the summarization and description of data that has been collected
Term
inferential statistics
Definition
a branch of stats that goes beyond mere description and, based on sample data, seeks to generalize from the sample to the population from which the sample was drawn
Term
Histogram
Definition
for quantitative variables, a graphical method that describes a frequency distribution by expressing either the frequency or relative frequency within each class as the length of the of a rectangle
Term
stem and leaf display
Definition
a variant of the frequency distribution that uses a subset of the original digits in the raw data as class descriptors(stems) and class members(leaves)
Term
symmetrical
Definition
a distribution in which the left half and the right half are mirror images of each other
Term
Skewness
Definition
the condition in which a distribution tails off to either the left or the right, exhibiting a lack of symmetry
Term
bimodal distribution
Definition
a distribution in which two values occur with the greatest frequency
Term
outlier
Definition
a data value that is very different from most of the other data values
Term
scatter plot
Definition
a visual summarization of the data in which each point is a pair of observed values for the dependent and independent variables
Term
discrete variable
Definition
a random variable that can take on only certain values along an interval, with these values having gaps between them
Term
dependant variable
Definition
the variable for which a value is measured or observe.
Term
discrete probability distribution
Definition
the probability distribution for a discrete random variable
Term
exhaustive
Definition
in a frequency distribution, the condition in which the set of classes includes all possible data values. in an experiment, the condition in which a set of outcomes includes all of the possible outcomes.
Term
Bernoulli process
Definition
a process in which there are two or more consecutive trials, each of which has just two possible outcomes( success or failure), and in which the probability of a success remains the same from one trial to the next--they are statistically independent of each other.
Term
binomial distribution
Definition
a discrete probability distribution involving consecutive trials of a bernoulli process
Term
continuous probability distribution
Definition
a probability distribution describing probabilities associated with random variables that can take on any value along a given range or continuum.
Term
continuous random variable
Definition
a random variable that can take a value at any point along an interval. there are no gaps between the possible values.
Term
cumulative frequency distribution
Definition
a frequency distribution showing the number of observations within or below each class, or above or within each class
Term
frequency distribution
Definition
a display table dividing observed values into a set of classes and showing the number of observations falling into each class
Term
independent variable
Definition
in an experiment, a variable that is observed or controlled for the purpose of determining its effects on the value of the dependent variable
Term
interquartile range
Definition
the distance between the first and third quartiles
Term
interval scale of measurement
Definition
a scale that has a constant unit of measurement, but in which the zero point is arbitrary
Term
measure of dispersion
Definition
a numerical measure describing the amount of scatter, or spread in the data values
Term
measure of central tendency
Definition
a numerical measure describing typical values in the data
Term
median
Definition
a value that has just as many observations that are higher as it does observations that are lower.
Term
mode
Definition
the value that occurs with the greatest frequency in a set of data
Term
midrange
Definition
the average of the lowest and highest data values
Term
mutually exclusive events
Definition
the condition in which two events cannot occur at the same time
Term
mutually exclusive classes
Definition
the classes in a frequency distribution are mutually exclusive when each data value can fall into only one category
Term
nominal scale of measurement
Definition
it employs numbers only to identify membership in a group or category
Term
normal distribution
Definition
bell shaped, and symmetrical, and has the mean, median, and mode all located at the midpoint. the curve approaches the horizontal axis at both ends, but never intersects with it .
Term
odds
Definition
a method in which a ratio is used as a way of expressing the likelihood that it will happen versus the likelihood that it will not.
Term
probability
Definition
a number between 0 and 1 which expresses the chance that an event will occur
Term
probability distribution
Definition
for a random variable, a description or listing of all possible values it can assume, along with their respective probabilities of occurrence.
Term
quartile deviation
Definition
half of the interquartile range
Term
quartiles
Definition
quantiles dividing data into 4 parts of equal size, with each comprising 25 % of the observations
Term
probability density function
Definition
curve describing the shape of a continuous probability distribution
Term
random variable
Definition
a variable that can take on different values depending on the outcome of the experiment
Term
range
Definition
the difference between the highest and lowest values in a set of data
Term
relative frequency distribution
Definition
a display table showing the proportion or percentage of total observations falling into each class
Term
standard deviation
Definition
a measure of dispersion, calculated as the positive square root of the variance.
Term
standardized data
Definition
the expression of each data value in terms of its distance from the mean in standard deviation units. the resulting distribution will have a mean of 0 and a standard deviation of 1
Term
standard normal distribution
Definition
a normal distribution that results from the original x values being expressed in terms of their number of standard deviations away from the mean.
Term
subjective probability
Definition
probability based on personal judgement of belief
Term
variance
Definition
a measure of dispersion based on the squared differences between observed values and the mean
Supporting users have an ad free experience!