Titanic Logistic Regression
This post will discuss the building of a logistic regression model on the Titanic dataset provided by Kaggle. […]
regression
Logistic Regression in Python
This Python project example was done using Jupyter Notebook in Anaconda Navigator with made-up fake made-up data on […]
Binomial Logistic Regression
Binomial means two. Let’s review. Logistic regression is a technique that models a categorical dependent variable Y based […]
Multiple Linear Regression for Penguins
In this post I will use Python to perform a multiple linear regression (MLR) analysis. The data will […]
Simple Linear Regression
What is regression? A very common statistics question is whether or not one variable is associated with another […]
Multiple Linear Regression Introduction
Multiple linear regression allows us to have many independent variables that are associated with one continuous dependent variable […]
Logistic Regression Introduction
What is logistic regression? It is part of the general statistics area of regression. Some other types of […]
Simple Linear Regression Assumptions
Model assumptions as statements about the data that must be true in order to justify the use of […]
Statsmodels in Python
statsmodels is a Python library for fitting many kinds of statistical models, performing statistical tests, and data exploration […]
Simple Linear Regression in Excel
Linear regression analysis is used to predict the value of a variable based on the value of another […]
Regression Analysis
Regression analysis or regression models are a group of statistical techniques that use existing data to estimate the […]