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C207 - DATA-DRIVEN DECISION MAKING - PRE-ASSESSMENT QUESTIONS AND ANSWERS 100% CORRECT!!

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A manager is analyzing a dataset that includes information on individual incomes. The manager knows that the dataset is fairly representative of the general population and includes several millionaires. Based on this dataset, which measures of central tendency best represents the middle of the distribution? - ANSWER Median A manager of a call center is in charge of creating a staffing plan. The number of calls received per day is normally distributed. Which two statistics would be needed in order to estimate the number of calls that would be received 95% of the time? - ANSWER Standard deviation Mean A hospital gathers the blood pressure readings of a sample of patients. They find that mean, median and mode of this data set are all nearly equal and that 50% of the blood pressure readings are less than the mean and 50% are greater than the mean. Which histogram would correctly graph this data set? - ANSWER #3 - Bell Curve Shape A normally distributed data set has a mean of 10 and a standard deviation of 2. What is the probability that a randomly selected event from the data set will be between 8 and 12? - ANSWER 68.2% A manager uses a linear regression to examine how the store's retail sales are predicted by advertising expenditures. What will retail sales represent in this regression? - ANSWER The dependent variable

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C207 - DATA-DRIVEN DECISION MAKING -
PRE-ASSESSMENT QUESTIONS AND
ANSWERS 100% CORRECT!!

, Analytics is a broad term that refers to a variety of tools that inform managerial
decisions. - ANSWER Prescriptive

What are two reasons for the increasing use of analytics in organizational decision
making? - ANSWER Relatively lower cost of computer storage
Higher computer processing power

In what way does probability theory inform decision-making for managers? - ANSWER
By quantifying risk

Which type of data are the Olympic medals of gold, silver, and bronze examples of? -
ANSWER Ordinal data

What are some of the aspects of data quality management? - ANSWER It cleans data
It reduces the amount of incomplete data.

Which two attributes indicate potential data quality issues when evaluating a set of
nominal data? - ANSWER Missing data
Misspelled data

When conducting a study that measures an individual's weight, all scales are calibrated
prior to use in measurement. Which type of error should this procedure significantly
reduce? - ANSWER Systematic error

An advertising manager creates a research study by presenting low, medium, or high
frequency of the same ad in matched markets. The manager reports on sales in each
market location. What is the term for the different sales in this study? - ANSWER The
response variable

A healthcare study follows a particular sample over time to identify how the health
habits of teenagers impart their likelihood of acquiring various diseases later in their life
in the hope that the healthcare organization will be able to create early prevention
programs. Which type of research design does this study describe? - ANSWER Cohort
Study

Several missing values in a particular field in a dataset were observed. The likelihood of
a records having a missing value is correlated to another variable in the dataset. Which
two types of error might be introduced into the dataset if the removed record included
missing values? - ANSWER Omission Error
Systematic Error

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