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mannip24  on January 19, 2011

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data mining
Methods for developing useful decision-making information from large data bases is known as
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Definitions

data mining Methods for developing useful decision-making information from large data bases is known as
data warehousing The process of capturing, storing, and maintaining data is known as
methods for developing useful decision-making information from large data bases The subject of data mining deals with
observations The set of measurements collected for a particular element is (are) called
variable characteristic of interest for the elements is called a(n)
data set All the data collected in a particular study are referred to as the
cases Another name for "observations" is
always numeric Quantitative data
qualitative variable In a questionnaire, respondents are asked to mark their gender as male or female. Gender is an example of a
elements The number of cases will always be the same as the number of
may be either numeric or nonnumeric Qualitative data
are labels used to identify attributes of elements Qualitative data
only with quantitative data Ordinary arithmetic operations are meaningful
qualitative variable Social security numbers consist of numeric values. Therefore, social security is an example of
quantitative variable Temperature is an example of
Qualitative For ease of data entry into a university database, 1 denotes that the student is an undergraduate and 2 indicates that the student is a graduate student. In this case data are
qualitative Arithmetic operations are inappropriate for
quanitive Income is an example of
crossectional data Data collected at the same, or approximately the same, point in time are
time series data Data collected over several time periods are
observational studies Statistical studies in which researchers do not control variables of interest are
experimental studies Statistical studies in which researchers control variables of interest are
b. descriptive statistics The summaries of data, which may be tabular, graphical, or numerical, are referred to as
is the process of drawing inferences about the population based on the information taken from the sample Statistical inference
the population The collection of all elements of interest in a particular study is
a sample A portion of the population selected to represent the population is called
descriptive statistics In a sample of 800 students in a university, 240, or 30%, are Business majors. The 30% is an example of
statistical inference In a sample of 400 students in a university, 80, or 20%, are Business majors. Based on the above information, the school's paper reported that "20% of all the students at the university are Business majors." This report is an example of
sample Five hundred residents of a city are polled to obtain information on voting intentions in an upcoming city election. The five hundred residents in this study is an example of a(n)
statistical inference A statistics professor asked students in a class their ages. On the basis of this information, the professor states that the average age of all the students in the university is 24 years. This is an example
descriptive statistics The owner of a factory regularly requests a graphical summary of all employees' salaries. The graphical summary of salaries is an example of
descriptive statistics The Department of Transportation of a city has noted that on the average there are 17 accidents per day. The average number of accidents is an example of
statistical inference The process of analyzing sample data in order to draw conclusions about the characteristics of a population is called
qualitative data In a post office, the mailboxes are numbered from 1 to 4,500. These numbers represent
could be larger, smaller, or equal to 22 The average age in a sample of 190 students at City College is 22. As a result of this sample, it can be concluded that the average age of all the students at City College
can be larger, smaller, or equal to the mean of the population Since a sample is a subset of the population, the sample mean
observation In a data set, the number of elements will always be the same as the number of
quantitative data The weight of a candy bar in ounces is an example of
quantitative data The height of a building, measured in feet, is an example of
a data acquisition error An interviewer has made an error in recording the data. This type of error is known as
a survey to collect data on the entire population Census refers to
is controlled In experimental studies, the variable of interest
is not controlled In observational studies, the variable of interest
4 How many scales of measurement exist?
interval and ratio Which of the following can be classified as quantitative data?
is always smaller than the population size The sample size
the collection of all items of interest in a particular study A population is
2.5% In a random sample of 200 items, 5 items were defective. An estimate of the percentage of defective items in the population is
qualitative data On a street, the houses are numbered from 300 to 450. The house numbers are examples of
census A survey to collect data on the entire population is
a value worksheet In Excel, a worksheet that displays the data for the problem and shows the results of the analysis is
formula worksheet In Excel, a worksheet that displays the formulas used to create the results is a
statistical inference Refer to Exhibit 1-1. The city manager released a statement that 40% of Daisy City's 2,000 homes are in violation of city codes. The manager's statement is an example of
sample Refer to Exhibit 1-1. The Daisy City study described above is an example of the use of a
only an approximation, since it is based upon sample information Refer to Exhibit 1-1. The manager's statement that 40% of Daisy City's 2,000 homes are in violation of city codes is
descriptive statistics sample of 1,600 registered voters, 912, or 57%, approve of the way the President is doing his job.

74. Refer to Exhibit 1-2. The 57% approval is an example of
statistical inference Refer to Exhibit 1-2. A political pollster states: "Fifty-seven percent of all voters approve of the President." This statement is an example of

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