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Described the statistical qualities of a sample and set up hypothesis test about the difference between average amount of time in population it takes to state the colors of the words in congruent and incongruent condition .Also, the project designed two sample two-tailed dependent t-test to make inference using python
GloBox is an online marketplace that specializes in sourcing unique and high-quality products worldwide. The Growth team decides to run an A/B test highlighting critical products in the food and drink category as a banner at the top of the website.
Probability and Statistics for Data Scientist - Course Project. Various Testing(Hypothesis, T-Test, Z-Test, KS Test etc) are performed on Covid and crime dataset for Los Angeles. Auto Regression and Linear Regression are also performed without using scimitar libraries in python.
Performed data analysis on confirmed, death and recovered cases for India using Exploratory data Analysis, Hypothesis testing using T- test, F-test and Regression.
A project with emphasis on utilizing RSI strategy on cryptocurrency market (pulling data with Binance API, trading simulation, statistical analysis), made in 2021.
Implementation of statistics, and hypothesis testing to analyze a series of datasets from the automotive industry. Merged csv files into one data frame to create a series of scatter plots between treatment groups with `R`. Performed statistical analysis to determine differences between treatment groups.