Case Studies and Projects in Machine Learning/EDA/DL

A package for statistically rigorous scientific discovery using machine learning. Implements prediction-powered inference.

Moderation, mediation, and moderated mediation in structural equation modeling and multiple regression

Use bootstrap resampling to estimate the sampling distribution of a statistic

In this repository, software applications in simulation and visualization for various applications are presented with interesting examples.

🏠 This repository contains data analysis scripts for the 2022 American Community Survey (ACS) focusing on individuals aged 25 and over in North Carolina, based on 75,340 observations. This repository offers valuable insights into demographic and economic patterns across North Carolina's urban areas.

Free WordPress Plugin: This sample size calculator enables you to calculate the minimum sample size and the margin of error. Learn about sample size, the margin of error, & confidence interval. www.calculator.io/sample-size-calculator/

Q 23) Calculate the t scores of 95% confidence interval, 96% confidence interval, 99% confidence interval for sample size of 25

Q 22) Calculate the Z scores of 90% confidence interval,94% confidence interval, 60% confidence interval for Adipose Tissue (AT) and Waist Circumference(Waist) from wc-at data set

Q11) Suppose we want to estimate the average weight of an adult male in Mexico. We draw a random sample of 2,000 men from a population of 3,000,000 men and weigh them. We find that the average person in our sample weighs 200 pounds, and the standard deviation of the sample is 30 pounds. Calculate 94%,98%,96% confidence interval?

Shiny App for comparison of samples

MSc Dissertation: Estimating Uncertainty in Machine Learning Models for Drug Discovery

PlotTwist - a web app for plotting and annotating time-series data

python module, showcasing computation (as part of a learning process) of some common statistical methods including mininum sample size, confidence interval estimation methods for mean or proportion, hypothesis testing mehods and regression models witth metrics and test suites

Functions related to standardized moderation effect

A MATLAB package for multivariate permutation testing and effect size measurement

Basic level Statistics Questions

Time Series Classification Part 1 Feature Creation Extraction. In this problem, we will classify the activities of humans based on time series obtained by a Wireless Sensor Network.

The fifth project from a Data Scientist with Python track by DataCamp

Testing hypothesis and building Confidence Intervals