Data Science Introduction Reproducible Research Online Exam Quiz
Data Science Introduction Reproducible Research GK Quiz. Question and Answers related to Data Science Introduction Reproducible Research. MCQ (Multiple Choice Questions with answers about Data Science Introduction Reproducible Research
Which of the following is similar to a pre-specified clinical trial protocol?
Options
A : Caching-based Data Analysis
B : Evidence-based Data Analysis
C : Markdown-based Data Analysis
D : All of the mentioned
Which of the following can be used for data analysis model?
Options
A : CRAN
B : CPAN
C : CTAN
D : All of the mentioned
Point out the correct statement with respect to replication.
Options
A : Focuses on the validity of the data analysis
B : Focuses on the validity of the scientific claim
C : Arguably a minimum standard for any scientific study
D : All of the mentioned
Point out the wrong statement with respect to reproducibility.
Options
A : Focuses on the validity of the data analysis
B : The ultimate standard for strengthening scientific evidence
C : Important when replication is impossible
D : None of the mentioned
Which of the following gives reviewers an important tool without dramatically increasing the burden?
Options
A : Quality research
B : Replication research
C : Reproducible research
D : None of the mentioned
Which of the following is effective way of checking validity of data analysis?
Options
A : Re-run the analysis
B : Review the code
C : Check the sensitivity
D : All of the mentioned
Which of the following problem is solved by reproducibility?
Options
A : Scalability
B : Data availability
C : Improved data analysis
D : None of the mentioned
Which of the following step is not required in data analysis?
Options
A : Synthesize results
B : Create reproducible code
C : Interpret results
D : None of the mentioned
Reproducibility determines correctness of data analysis.
Options
A : True
B : False
C :
D :
Result analysis are relatively easy to replicate or reproduce.
Options
A : True
B : False
C :
D :
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