Run me through a time where you used statistical methodologies.
Statistical Modeler Interview Questions
20 statistical modeler interview questions shared by candidates
Explain your background in this subject.
They give you a take-home question based on the nyc-13 dataset r package. Your job is to predict which flights will be late (binary classification problem) . There is a heavy focus on creating new variables and giving an effective 20 minute presentation to a technical group of people.
Describe a time you helped develop a statistical model at work or on a school project.
What has been your most difficult class in school, and why?
What are the assumptions for the linear regression?
"What was your most difficult work experience - it doesn't have to be being fired or anything, but something similar to that?"
Machine Learning Concepts, Puzzles etc.
Modeling experiences. GLM, GBM etc data processing experiences.
Explain the process of constructing a statistical model and draw on experiences from your personal projects.
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