My first capstone project for the Thinkful Data Science Immersion program (DSI09) to demonstrate my grasp of the material related to Experimental Design.
-
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.
Implementation of Bayesian experimental design using regularized determinantal point processes
Experimentation and Prediction of Online Shopper’s purchasing Intention using decision tree and keras (neural network)
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.
Nested Resolvable Designs and their Associated Uniform Designs
Effectiveness of different adhesive systems on peel strength
To increase efficiency of a cotton mill. I set up an ANOVA 3 factor analysis model in R to determine best spindle & position that produces the longest roving. The only significant difference in roving length was observed when position was 3 and spindle was 1 or 2. (ANOVA Model in R)
Experimental Design for Choice experiments (stated preference) - RStudio
computational content analysis, cognitive communication effects
Source code for "Efficient Bayesian Experimental Design for Implicit Models", AISTATS 2019, https://arxiv.org/abs/1810.09912
Mein erstes Projekt auf dem Weg zur Zukunft. Wahrscheinlich zunächst nur HTML, CSS und JS.
Educating self on experimental design, A/B Testing etc.
An experiment of covert attention in the visual fields with distractors.
SPSS statistical software package. Includes Hypothesis Testing, Multiple Comparison Tests, and Interaction in Regression
Code for paper "Bayesian I-optimal designs for choice experiments with mixtures" by Mario Becerra and Peter Goos.
A buggy experimental diary website with interactive visual experience.
A prototype study for psychology research with double-blind.
Add a description, image, and links to the experimental-design topic page so that developers can more easily learn about it.
To associate your repository with the experimental-design topic, visit your repo's landing page and select "manage topics."