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55 Cards in this Set
- Front
- Back
sample
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a subset, or some part, of a larger population
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population
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any complete group entities that share some common set of characterics
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census
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an investigation of all the individual elemts that make up a populatio
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sampling frame
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a list of elements from which a sample may be drawn, also called working population
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online panels
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list of respondents who hace agreed to participate in marketing reseach along with the email contact information for these individuals
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random samplning error
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the difference between the sample result and the result of a census conducted using identical prcedures
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opt in
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to give permission to be solicated to participate in surveys
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probability sampling
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a smapling technique in which every member of the population has a kown, nonzero probabilty of selection
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nonprobability sampling
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a sampling technique in which units of the sample are selected on the basis of personal judgement or convenience; the probabilty of any particular member of the population being chosen is unknown
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convenience sampling
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the sampling procedure of obtainging those people or units that are most conveniently available
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judgement sampling
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a nonprobablilty sampling technique in which an experienced individual selects the sample based on personal judgement about some appropriate characteristics of the sample member
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quota sampling
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a nonprobability smapling procedure that ensures that various subgroups of a population will be represemted on pertinent characteristics to the exact extent that the investigation desires
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snowball sampling
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a sampling procedure in whch initial respondents ar seleccted by probability methods and additional respondents are obtained from information provided by those initial respondents
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simple random sampling
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a sampling procedure that assures each element in the population of an equal chance of being included in the sample
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systematic sampling
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a sampling procedure in which a starting point is selected by a random process and then every nth number on the list is selected
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stratified sampling
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a probability sampling procedure in which simple random subsamples that are more of less equal on some characteristic are drawn from within each stratum of the population
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cluster sampling
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an economically efficient sampling technique in which the primary sampling unit is not the indivudal element in the population but a large cluster of elements; cluster are selected randomly
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sample statistics
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variables in a sample or measure computed from sample data
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frequency distribution
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a set of data organized by summarizing the number of times a particular vaslue of a variable occurs
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probability
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the long run relative frequency with which an event will occur
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mean
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a measure of central tendency; the arithmetic average
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median
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a measure of central tendecy that is the midpoint; the value below which half the values in a distribution fall
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mode
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a measure of central tendecy; the value that occurs most often
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variance
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a measaure of variability or dispersion.
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standard deviation
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a quantitative index of a distribution spread, or variability
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normal distribution
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a symmetrical, bell shaped distribution that descibes the expected probabillity distribution of many chance occurance
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sampling distribution
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a theoretical probability distribution of sample means for all possible samples of a certain size drawn from a particular population
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coding
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the process of assigning a numerical score or other charter symbol to previously edited data
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codes
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rules for interpretiting, classifying, and recording data in the coding process; also the actual numerical or other charcter symbols assigned to raw data
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descriptive analysis
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the elementary transformation of raw data in a way that descibes the basic characteristics such as central tendency. distribution, and variabilty
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histogram
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a graphical way of showing a frequency distribution in which the height of a bar corresponds to the observed frequency of the category
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tabulation
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the orderly arrangement of data in a table or other summary format showing the number of responses to each response category; tailying
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frequency table
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a table showing the different ways respondents answered a question
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cross-tabulation
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the approiate technique for addressing research questins involving relationships among mulitiple less than interval variables; results in a comnined frequency table displaying one variable in rows and another in columns
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contingency table
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a data matrix that displays the frequency of some cobination of possible responses to mutilple variables; cross tabulation results
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marginals
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rows and columns totals in a contingency table, which are shown in its margins
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univariate statistical analysis
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test of hypotheses involving only one variable
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bivariate statistical analysis
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thest of hypothese involing two variables
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multivariate statistical analysis
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statictical analysis involing three or more variables or sets of variables
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significance level
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a critical probability associated with a statistical hypothese test that indicates how likely an inference supporting a difference between an observed value and some statistical expectations is true
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p-value
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probability value, or the obseved or computed significance level;p-vales are compared to signifiance levels to test hypotheses
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type 1 error
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occurs when a condition that is true in the population is rejected based on statistical observation
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type 2 error
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created when the sample data suggests that a relatioship does not exist when in fact a relationship does exist
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F-test
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a procedure used to determine whether there is more variability in the scores of one sample than in the scores of another sample
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multiple regression analysis
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an analysis of assocation in which the effects of two or more idependent variables on a single, interval-scaled dependent variable are investigated simultaneously
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standard regression cofficient
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the estimated coefficient indicating the strength of relationship between an independent vaiable and dependent variable expressed on a standardized scale where higher absolute values indicate stronger relationship
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conclusion and recommendation section
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the part of the body of a report that provides opinions based on the results and suggestions for action
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results section
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the part of the body of a report that presents the findings of the project. it includes tables, charts, and organized narrative
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research methodology section
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the part of the body of a report that presents the findings of the project. it included tables, charts, and organized narrative
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reseach report
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an oral presentation or written statement of research results, strategic recommendations, and or other conclusions to a specfic audience
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report format
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a standard outline that marketing research reports use as a guide to make sure that the key element are presented in a logical and usable order
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introduction section
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the part of the body of a research report that discusses backgroud information and the specfic objectives of the research
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graphic aids
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pictures or diagrams used to clarify complex points or emphasize a message
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oral presentation
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a spoken summary of the major finding, conclusions, and recommendations, given to clients or line managers to provide them with the opportunity to clarify any ambiguous issues by asking questions
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research follow-up
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recontacting decisions makers and or clients after they have had a chance to read over a research report in order to determine whether additional information of clarification is necessary
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