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Structural Equation Modeling with lavaan in R

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$12

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Course Features

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Duration

4 hours

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Delivery Method

Online

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Available on

Limited Access

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Accessibility

Mobile, Desktop, Laptop

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Language

English

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Subtitles

English

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Level

Intermediate

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Teaching Type

Self Paced

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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

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Virtual Labs

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International Faculty

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Case Based Learning

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Post Course Interactions

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

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Case Studies, Captstone Projects

Skills You Will Gain

Prerequisites/Requirements

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Intermediate Regression in R

What You Will Learn

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

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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

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

Course Instructors

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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...

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Average Rating Based on 3 reviews

5.0

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Course Cover

$12

$6

49% OFF

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