My first capstone project for the Thinkful Data Science Immersion program (DSI09) to demonstrate my grasp of the material related to Experimental Design.
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Updated
Feb 10, 2021 - Jupyter Notebook
My first capstone project for the Thinkful Data Science Immersion program (DSI09) to demonstrate my grasp of the material related to Experimental Design.
Point process sensing library (sensepy)
Experimental design to compare transfer speeds for files served from a Content Delivery Network (AWS CloudFront), a cloud storage service (AWS S3), and a static file server (Nginx) hosted in the Singapore region.
Stanford Appel Lab - Study Power Project: Data modeling calculator designed with Python and PyQt5 to generate mock data models for power calculations. Designed to aid experimental design. Standalone power and GLM (pairwise t-test and F-test) analysis.
Implementation of Bayesian experimental design using regularized determinantal point processes
This package starts from the monistic thought that bodily facts and conscious facts, though not reducible one to the other, are different sides of one reality. Its originality lies in trying to discover an exact mathematical relation between them.
Experiment Design, Random Assignment, Simulation for Power Analysis, Effect Size, Sample Size
An experimental design statistical project studying whether oven temperature, length of heating, and amount of milk affect the height of cupcakes.
This code assigns participants to an experimental group and ensures balanced physical attributes without knowing the participants in advance.
Web app for experimental design.
An R Package for Ultra-fast Rerandomization Using a JAX Backend
Hypothesis testing and Statistical Analysis Projects
Makes JSON/JSONP easy to read.
Optimal Experiment Design of microbial inactivation experiments
The goal of this project is to test whether New UI Design can brings significantly higher CTR and DAU or not.
Particle Swarm Exchange Algorithm for Generating Model- Discrimination Designs
A/B Testing from Scratch
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