Najib Mozahem – Understanding Regression Techniques

Unlock Expert Knowledge: Discover the Premium Najib Mozahem – Understanding Regression Techniques Course Exclusively at GBESY. Elevate your skills and achieve career success by learning from world-renowned instructors and industry experts through our extensive library of premium self-paced courses.

Description

Included in this course is an e-book and a set of slides. The purpose of the course is to introduce the students to regression techniques. The course covers linear regression, logistic regression and count model regression.

Najib Mozahem – Understanding Regression Techniques course with special price just for you:  $59.99  $23

Najib Mozahem – Understanding Regression Techniques

What you’ll learn

Understand what regression is
Build linear regression models
Build logistic regression models
Build count models
Interpret regression results
Visualise the results
Test model assumptions

Get Najib Mozahem – Understanding Regression Techniques download

Course content
Expand all 89 lectures07:10:05
-Simple Linear Regression
33:36
Introduction
Preview
03:15
Simple linear regression
Preview
04:26
The slope
05:29
R-squared
05:30
The p-value
07:06
Model fit
Preview
02:34
The residuals
05:16
+Multiple linear regression
5 lectures13:11
+Linear Regression: Binary, Categorical, and Quadratic Variables
3 lectures27:30
+Linear Regression: Checking Model Fit and Assumptions
8 lectures31:25
+Linear Regression Case Study
11 lectures45:35
+Logistic Regression: Contingency Tables
4 lectures17:17
+Logistic Regression Models
7 lectures49:37
+Logistic Regression: Prediction and Model Fit
7 lectures27:19
+Logistic Regression Case Study
12 lectures49:31
+Count Models: Count Tables
4 lectures11:20
5 more sections
Requirements
none

Description

Included in this course is an e-book and a set of slides. The purpose of the course is to introduce the students to regression techniques. The course covers linear regression, logistic regression and count model regression. The theory behind each of these three techniques is described in an intuitive and non-mathematical way. Students will learn when to use each of these three techniques, how to test the assumptions, how to build models, how to assess the goodness-of-fit of the models, and how to interpret the results. The course does not assume the use of any specific statistical software. Therefore, this course should be of use to anyone intending on applying regression techniques no matter which software they use. The course also walks students through three detailed case studies.
Who this course is for:

Beginner data science students
Business statistics students

Najib Mozahem|Najib Mozahem – Understanding Regression Techniques|Understanding Regression Techniques

Unlock Expert Knowledge with the Najib Mozahem – Understanding Regression Techniques Course on GBESY.

Access over 70,000 premium learning programs curated by leading experts and renowned authors at GBESY. Our Najib Mozahem – Understanding Regression Techniques course provides actionable knowledge and real-world skills through:

• Expert Authors: Learn from renowned figures like John Overdurf, Conor Harris, Samir Kahlot, and more.
• Flexible Learning: Enjoy self-paced study for ultimate convenience.
• Comprehensive Resources: Benefit from detailed manuals and step-by-step guidance.
• Lifetime Access: Get ongoing learning with free updates.
• Secure Purchase: Your transactions are protected with 256-bit AES encryption and verified payment gateways (PayPal, Stripe).
• Instant Download: Access your Najib Mozahem – Understanding Regression Techniques course immediately after payment from your account dashboard or via email. Learn on any device.