Vivek Tomer's Blog

Vivek Tomer

Vivek Tomer

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Statistician and Python enthusiast. I am a Principal Data Scientist at Providence St. Joseph Health in Portland, Oregon. I love the outdoors and spend most of my weekends exploring amazing Oregon.

Mixed Models in Python: Part 2

Jun 14, 20213 min read

In part 1 of this series, we simulated some data using the following model: In this post, a mixed model with random intercept and random slope is...

Mixed Models in Python: Part 2

Mixed Models in Python: Part 1

Jun 6, 20213 min read

One of the limitations of Python, as compared to R, is the lack of statistical packages in Python. If you want to fit complicated models such as mixed...

Mixed Models in Python: Part 1

Data Classes as Data Records

May 30, 20213 min read

I have been playing around with Data Classes as a substitute to namedtuples and I absolutely love it. Data Classes are a significant improvement over...

Data Classes as Data Records

Metadata in Data Classes (Python version 3.7+)

Apr 26, 20213 min read

Data Classes in the module dataclasses are versatile and can be used to create user defined classes with type hints. Users can add metadata to each...

Metadata in Data Classes (Python version 3.7+)