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UCF QMB3200 – Business Analytics Midterm Study Guide with Definitions and Excel Functions

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This document provides a complete midterm study guide for the University of Central Florida’s QMB3200 course in Business Analytics. It includes clear definitions of key concepts in descriptive, predictive, and prescriptive analytics, data visualization techniques, statistical measures, probability rules, and probability distributions. Each concept is paired with its corresponding Excel function where applicable, making it a practical resource for both theoretical review and applied problem-solving. This guide covers all major topics likely to be tested, from basic data summaries to advanced probability models.

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UCF QMB3200 Midterm Study


Analytics - ANSWER ✔✔- the scientific process of transforming data into insight
for making better decisions


Descriptive Analytics - ANSWER ✔✔- Analytical techniques that describe what
has happened in the past.


Predictive Analytics - ANSWER ✔✔- Analytical techniques that use models
constructed from past data to predict the future or assess the impact of one variable
on another.


Prescriptive Analytics - ANSWER ✔✔- Analytical techniques that yield a course
of action.


Big Data - ANSWER ✔✔- A set of data that cannot be managed, processed, or
analyzed with commonly available software in a reasonable amount of time. Big
Data are characterized by 4 v's: volume, velocity, variety, and veracity.


Data Mining - ANSWER ✔✔- The process of using procedures from statistics and
computer science to extract useful information from extremely large databases.


Frequency Distribution - ANSWER ✔✔- A tabular summary of data showing the
number (frequency) of observations in each of several nonoverlapping categories
or classes.

, Relative Frequency Distribution - ANSWER ✔✔- A tabular summary of data
showing the fraction or proportion of observations in each of several
nonoverlapping categories or classes.


Percent Frequency Distribution - ANSWER ✔✔- A tabular summary of data
showing the percentage of observations in each of several nonoverlapping classes.


Bar Chart - ANSWER ✔✔- A graphical device for depicting categorical data that
have been summarized in a frequency, relative frequency, or percent frequency
distribution.


Pie Chart - ANSWER ✔✔- A graphical device for presenting data summaries
based on subdivision of a circle into sectors that correspond to the relative
frequency for each class.


Class Midpoint - ANSWER ✔✔- the value halfway between the lower and upper
class limits


Dot Plot - ANSWER ✔✔- a graphical device that summarizes data by the number
of dots above each data value on the horizontal axis


Histogram - ANSWER ✔✔- A graphical display of a frequency distribution,
relative frequency distribution, or percent frequency distribution of quantitative
data constructed by placing the class intervals on the horizontal axis and the
frequencies, relative frequencies, or percent frequencies on the vertical axis.


Cumulative Frequency Distribution - ANSWER ✔✔- A tabular summary of
quantitative data showing the number of data values that are less than or equal to
the upper class limit of each class.

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