Hands On Training

Structural Equation Modeling with lavaan in R

Name: Structural Equation Modeling with lavaan in R
Brand: Careervira
Price: 10910 INR
Availability: InStock
Rating: 1 (1 reviews)

via

DataCamp

Course Report

Find detailed report of this course which helps you make an informed decision on its relevance to your learning needs. Find out the course's popularity among Careervira users and the job roles that would find the course relevant for their upskilling here. You can also find how this course compares against similar courses and much more in the course report.

Visit Course Report

Course Features

Duration

4 hours

Delivery Method

Online

Available on

Limited Access

Accessibility

Mobile, Desktop, Laptop

Language

English

Subtitles

English

Level

Intermediate

Teaching Type

Self Paced

Video Content

4 hours

Course Description

Data is often used to predict future events. We want to know how data is structured and connected. This course will teach you how to explore the interconnectedness and structure of data using structural equation modeling (SEM), R programming language, and the lavaan program. SEM will help you identify hidden and manifest variables, create measurement models and evaluate accuracy, and fix poor-fitting models. The classic SEM datasets, such as Bollen (1989) and Holzinger-Swineford (1939), will be explored. An example of a multi-factor model will be presented using Wechsler Adult Intelligence Scale. This course will help you gain a better understanding of your data.

Course Overview

Virtual Labs

International Faculty

Case Based Learning

Post Course Interactions

Case Studies,Hands-On Training,Instructor-Moderated Discussions

Case Studies, Captstone Projects

Skills You Will Gain

Prerequisites/Requirements

Intermediate Regression in R

What You Will Learn

In this course, you will explore the connectedness of data using using structural equation modeling (SEM) with the R programming language using the lavaan package

Learn how to create and assess measurement models used to confirm the structure of a scale or questionnaire

You will also work through a multi-factor model case study using the Wechsler Adult Intelligence Scale

Course Content

Expand all sections

Module 1: One-Factor Models

Module 2: Multi-Factor Models

Module 3: Troubleshooting Model Errors and Diagrams

Module 4: Full Example and an Extension

Course Instructors

Erin Buchanan

Professor at Harrisburg University of Science and Technology

Dr. Erin Buchanan is a Professor at Harrisburg University of Science and Technology where she teaches a variety of statistics courses, data science skills, and natural language processing. Her resear...