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Data
Facts, especially numerical facts, collected together for reference or information
Information
Knowledge communicated concerning some particular fact.
Statistics
is a tool for creating new understanding from data.
Descriptive statistics
are methods of organizing, summarizing, and presenting data in a convenient and informative way.
graphical summaries and numerical techniques
methods under Descriptive statistics
Inferential statistics
are methods used to make conclusions or inferences concerning some unknown aspect of a population based on data from a sample.
population
is a collection of all possible individuals, objects, or measurements of interest
parameter
is a numerical measurement describing some characteristic of a population
sample
is a portion, or part, of the population of interest
statistic
is a numerical measurement describing some characteristic of a sample.
census
In a ______, we collect data from the entire population
Inference
is the process of drawing conclusions or making decisions about a population based on sample results
Simple random sampling
is a procedure in which each member of the population is chosen strictly by chance
raw data
data collected in original form
frequency distribution
is the organizing of raw data in table form, using classes and frequencies
Categorical frequency distributions
can be used for data that can be placed in specific categories, such as nominal- or ordinal-level data
Ungrouped frequency distributions
can be used for data that can be enumerated and when the range of values in the data set is not large.
Grouped frequency distributions
can be used when the range of values in the data set is very large.
Class limits
represent the smallest and largest data values that can be included in a class
class boundaries
are used to separate the classes so that there are no gaps in the frequency distribution.
class width
for a class in a frequency distribution is found by subtracting the lower (or upper) class limit of one class minus the lower (or upper) class limit of the previous class
point estimate
the sample statistic is considered to be a _______ of the population parameter
mean
______ of a data set is the average of all the data values.
median
_______ of a data set is the value in the middle when the data items are arranged in ascending order
mode
_____ of a data set is the value that occurs with greatest frequency.
Class mark or class midpoint
the midpoint between the upper and lower class boundaries or class limits of a class interval.
Relative Frequency Distribution
a table listing relative frequencies
Relative Frequency
can be obtained by dividing the class frequency by the total frequency
Cumulative Frequency
the total frequency of all values less than the upper class boundary of a given class interval up to and including that class
Cumulative Frequency Distribution
a table showing the cumulative frequencies