The anova-test-covid-19 from praveen76

praveen76 / anova-test-covid-19 Goto Github PK

View Code? Open in Web Editor NEW

In this repository, discover the intricacies of the ANOVA test and its various types, essential for informed decision-making. Dive into practical demonstrations of each ANOVA test using Python, with a focus on visualizing their application on COVID-19 data. Let's embark on a journey to explore and understand statistical analysis in Python!!

Jupyter Notebook 100.00%

: 👨‍💻 About Me :

Hi there 👋

I am a seasoned Data Scientist from India. Founder of TowardsMachineLearning.Org

🧑‍🔬 My most recent research projects: Patents and Publications
🔭 I’m currently working on: LLM Projects
🌱 I’m currently trying to deepen my expertise in : MLOps Projects 🔥 Recently started my Leetcode Journey: My Leetcode Profile
💬 Ask me about : Data Science, Machine Learning, NLP, Deep Learning, Computer Vision, LLMs, MLOps
📫 How to reach me:
⚡ Fun fact: 'Why did the data scientist break up with the statistician? Because they couldn't find a common mean!' 😄"

🛠️: Languages and Tools :

🔥: My Leetcode and GitHub Stats :

Leetcode Stats:

GitHub Stats:

✍️: Blog Posts :

Posts on Analytics Vidhya(3M+ community):

Posts on TowardsMachineLearning.Org:

Posts on Medium:

Chi-Square Test | COVID-19

Posts on YouTube:

Measuring the accuracy of the detection algorithm using IOU
Sep 19, 2021

You Only Look Once Algorithm and it's history
Sep 19, 2021

Need of region proportion methods
Sep 19, 2021

Dataset, bounding box regressor, image pyramid
Sep 19, 2021

What we actually need for detection?
Sep 19, 2021

anova-test-covid-19's People

Contributors

Stargazers

Watchers

anova-test-covid-19's Issues

ANOVA test on time series data

@Praveen76
As per my understanding, ANOVA test can’t be performed on this COVID time series data, atleast not in this scenario.
Sample data has been consider randomly from different groups(denser1, denser2…denser4). The data is time series so it is more likely that number of positive cases in random sample of groups will be from different point of time.
There might be the case one region has random data from early covid time and another region has random data from another point of time. If this is the case, then F-Statistics will be high certainly.

What's your views on this critic?

Recommend Projects