Various Type of Central Tendency Measurement
Author(s): Amit Chauhan The central tendency is beyond than mean, median and mode Continue reading on Towards AI » Published via Towards AI …
Goodness of Fit of a Survival Regression Model
Author(s): Sreenath Acharath Cox’s Proportional Hazard & Lifelines Python Package Continue reading on Towards AI » Published via Towards AI …
Example of Pairs Trading
Author(s): George Pipis A walkthrough example of Pairs Trading Strategy using R Continue reading on Towards AI » Published via Towards AI …
Inferential Statistics for Data Science: Explained
Author(s): Suhas V S Data Science A quick dive into the different aspects of inferential statistics using python. Source: www.luminousmen.com In the earlier part, we have seen how to draw meaningful insights into the characteristics of the sample data (If you have missed …
Descriptive Statistics for Data Science: Explained
Author(s): Suhas V S Data Science, Statistics A detailed go through into various aspects of descriptive statistics using python. Photo by Chris Liverani on Unsplash It is often talked about that it is an essential requisite for a data scientist to have the ability …
Chi-Square Hypothesis Testing in Statistics
Author(s): Amit Chauhan Relationship association between categorical features Continue reading on Towards AI » Published via Towards AI …
Logistic Regression Explained Simply
Author(s): Johar M. Ashfaque Machine Learning, Statistics Logistic regression is a technique borrowed by machine learning from the field of statistics. It is the go-to method for binary classification problems (problems with two class values). Logistic Function Logistic regression is named for …
Z- Statistics, T-Statistics, P-Statistics are Still Confusing you?
Author(s): Amit Chauhan Definitions and concepts in Statistics for machine learning Continue reading on Towards AI » Published via Towards AI …
Linear Regression and Type I Error
Author(s): George Pipis An example of Type I Error in Multivariate Linear Regression Continue reading on Towards AI » Published via Towards AI …
Odds Ratio Does What Risk Ratio Fails to Do — an Intuitive Example
Author(s): Atul Sharma Statistics Odds Ratio Does What Risk Ratio Fails to Do — an Intuitive Example Understand the concept from scratch Photo by Sydney Sims on Unsplash Let’s begin by dropping the ultimate takeaway of this blog: “The odds ratio is a consistent measure for both …
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