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Exam (elaborations)

QMB 3200 Exam 1

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Exam of 12 pages for the course NR 509 Final Exam at NR 509 Final Exam (QMB 3200 Exam 1)

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  • June 11, 2024
  • 12
  • 2023/2024
  • Exam (elaborations)
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QMB 3200 Exam 1

statistics - ANS-the mathematical science that deals with the collection, analysis, and
presentation of data, which can then be used as a basis for inference and induction.
Logical and intuitive.

data - ANS-the foundation for statistics

Values assigned to observations or measurements.

Raw facts and figures that pertain to a measurement of interest.

information - ANS-data that are transformed into useful facts that can be used for a
specific purpose, such as making a decision, making a sale, predicting patterns, etc

can be done by observing patterns or trends in data

direct observation or focus group - ANS-1 of 3 types of primary data collection

direct observation: Observing subjects in their natural environment

Focus group: asking a group to do something

Example: Watching to see if drivers stop at a stop sign

experiments - ANS-2 of 3 types of primary data collection

Treatments are applied in controlled conditions

Example: Crop growth from different plots using different fertilizers

surveys/questionnaires - ANS-3 of 3 types of primary data collection

Subjects are asked to respond to questions or discuss attitudes

Subject to much bias

Example: E-mail surveys to customers to assess service quality

, qualitative (categorical) data - ANS-classified by descriptive terms

broken down into nominal and ordinal

nominal: arbitrary labels. no ranking. Ex. zip codes

ordinal: ranking allowed but no measurable meaning to the number differences. Ex.
education levels (masters, doctorate); good, better, best; freshman, sophomore, junior

quantitative data - ANS-described by numerical values. must be counted or measured.

broken down into interval and ratio

interval: meaningful differences. no true zero point. ex. calendar year

ratio: meaningful differences. true zero point. ex. income; percentage comparisons

time series data - ANS-values that correspond to specific measurements taken over a
range of time periods ex. 2000-2016 DJIA; unemployment from 2008-2017

cross section data - ANS-values collected from a number of subjects during a single
time period. ex. unemployment rates in 2012 across states

descriptive statistics - ANS-Collecting, summarizing, and displaying data
The majority of statistics you encounter in your day to day life are descriptive statistics

inferential statistics - ANS-making claims or conclusions about the population based on
a sample
Using samples to make predictions (inferences) about populations.

parameter vs statistic - ANS-parameter- describes characteristic of a population

statistic- describes characteristic of a sample

biased samples - ANS-non-representative sample

-can lead to distorted findings
-can occur intentionally or unintentionally
-results can be manipulated by how we ask questions and who is responding to them

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