
Big Data & Analytics Quiz
Authored by Tammy King
Other
University
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10 questions
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1.
MULTIPLE CHOICE QUESTION
1 min • 5 pts
What does the volume of Big Data allow for?
Low statistical power
Biased estimates
Estimates may not be valid in the future
Statistical significant estimates
2.
MULTIPLE CHOICE QUESTION
1 min • 5 pts
What does correlation not imply?
Causation
Spurious correlation
Pearson correlation coefficient
Statistical significance
3.
MULTIPLE CHOICE QUESTION
1 min • 5 pts
What is the Gold Standard for establishing causation?
Propensity Score Matching
IP Weighting
Double Blind Randomized Controlled Experiments
Bayesian Networks
4.
MULTIPLE CHOICE QUESTION
1 min • 5 pts
What method allows researchers to get closer to answering the question of causality?
Dashboards
Standardization
Completely Randomized Experiments
Predictive models: Logistic Regression
5.
MULTIPLE CHOICE QUESTION
1 min • 5 pts
What should decisions be based on?
Volume of Big Data
Statistical significance
Significance
Unbiased estimators
6.
MULTIPLE CHOICE QUESTION
1 min • 5 pts
What leads to less biased estimates in Big Data?
Low velocity
Limited variety
Variety of Big Data
High statistical power
7.
MULTIPLE CHOICE QUESTION
1 min • 5 pts
What are estimates from regression models based on observational data?
Statistical significant
Biased
Unbiased
Low statistical power
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