Online Course Structural Equation Modeling

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Structural equation modeling (SEM) with lavaan

Advanced Structural Equation Modelling: Online | Online | Online Summer  Program 2022 | ACSPRI

Learn how to specify, estimate and interpret SEM models with no-cost professional R software used by experts worldwide.

What you’ll learn

  • Specify and estimate parameters in a structural equation model using the R lavaan package and interpret and report on the SEM model results.
  • Perform exploratory and confirmatory factors analyses (EFAs and CFAs) using their own datasets.
  • Use a variety of multiple imputation techniques to “fill in,” and correct for, missing data.
  • Specify and estimate mediated and other indirect SEM effects using traditional parametric confidence intervals, as well as using bootstrapped and/or bias-corrected and accelerated non-parametric approaches.
  • Specify and estimate the fit of multi-group SEM models, as well as determine levels of measurement invariance (metric, scalar, configural).
  • Output beautiful multi-color plots of fitted SEM models for use in reports and publications.
  • Understand how to set-up, specify, estimate and interpret a latent (growth) curve model, using alternate random intercept and slope model specifications.

Requirements

  • Students will be required to install no-cost R and RStudio software (instructions are provided).
  • Students who are new to R software will need to need to use and practice with the “introduction to R” scripts and exercises that are provided with the course’s videos and materials.

Description

This “hands-on” course teaches one how to use the R software lavaan package to specify, estimate the parameters of, and interpret covariance-based structural equation (SEM) models that use latent variables. “lavaan” (note the purposeful use of lowercase “L” in ‘lavaan’) is an acronym for latent variable analysis, and the name suggests the long-term goal of the developer, Yves Rosseel: “to provide a collection of tools that can be used to explore, estimate, and understand a wide family of latent variable models, including factor analysis, structural equation, longitudinal, multilevel, latent class, item response, and missing data models.” The course uses and executes many “live” examples (with included R scripts and datasets) using no-cost R and RStudio software to demonstrate and teach how to: (1) specify a SEM model in lavaan syntax; (2) fit and then evaluate your model; (3) perform a CFA; (4) impute and replace missing data; (5) estimate mediating and other indirect effects; (6) estimate and evaluate multigroup models, simultaneously establishing measurement invariance; and (7) specifying and estimating latent (growth) curve models, including the use of random (and latent) intercepts and slopes. The R lavaan package is world-class ‘professional-grade’ SEM software, used by thousands of SEM experts, graduate students, and college and university faculty around the world.

Who this course is for:

  • Course participants may be “brand-new” (inexperienced) to using both R software and/or SEM model estimation, or they may be more experienced in one or both techniques.
  • This course is very useful for graduate students, quantitative-analysis professionals, and/or for college and university faculty who analyze research data using path models characterized by latent variables.
  • This course is appropriate for anyone wishing to learn more about specifying, estimating and intrepreting covariance-based SEM models using the no-cost professional-grade SEM modeling features in the lavaan (and other) packages in R software.
  • The course is appropriate for anyone who wishes to learn how to use a no-cost, professional SEM software suite regarded as an alternative to MPlus.

Structural Equation Modelling

Introduction

We offer one-day short courses covering different aspects of applied statistics. Courses are non-credit bearing and are designed for quick learning of the material covered.

Any course materials, including pre-reading, refreshments and lunch are included in the fee.

Entry requirements

The course requires you to have some working knowledge of regression techniques and factor analysis to get the most out of the day.

If you are a non-UK student you will need to show your valid passport on entry to the UK. If you are a non-Irish EU national currently resident in Ireland please contact us for further advice.

If English is not your country’s first language, you will be required to provide evidence to show you meet the UK Border Agency and the University’s minimum English Language requirements. Further details are available on our English Language Requirements webpage.

Structure

Content

The course starts with an overview of what Structural Equation Modelling (SEM) is and how it relates to regression techniques and factor analysis. The software AMOS is used and you will develop skills in the use of AMOS, path diagram construction, analysis formats, output management and modelling practice. The course will then build on these concepts and skills to introduce the structural equation modelling.

Topics covered include:

  • Concepts and terminology
  • Model identification
  • Model testing
  • Specification search
  • Multiple Group Factor Analysis
  • Constraining parameters
  • Dealing with rejection
  • Modification Indices

Learning and Teaching

This short course runs on one day, 10.00 – 16.00

Assessment

This is a non-credit bearing course and no assessment will be undertaken.

You will receive a Certificate of Attendance on completion of the course.

Features

Study facilities

UWE Bristol is superbly equipped with libraries and computer labs, and an excellent campus environment.

Prices and dates

Supplementary fee information

This course will run again in 2022.

As an indication, the previous cost of this course was £240 (with discounts also available). There might be a small increase for the next run.

Exact course dates, updated fees and online booking forms will be published here in the coming weeks. Please complete our online enquiry form below to be notified once dates are available.

Course Location

UWE Bristol, Frenchay Campus, Coldharbour Lane, Bristol BS16 1QY

How to apply

How to apply

To make a booking, please complete the online booking form below (when available). For all enquiries, please use the online Enquire Now link below

Cohort  
TBC 2021-2022 Enquire Now

For further information

  • Email: For all queries regarding administration aspects of registration, i.e. dates, fees, etc. please contact us using the online enquiry form link or telephone number below.
  • Telephone: +44 (0)117 32 81043 (option 1, then option 3)

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Engaging Media Rich

Engaging Media-Rich Curriculum

  • Video presentations and interactive content
  • Online guest lectures and interviews
  • Course Director podcasts
Connect Collaborate

Connect & Collaborate

  • Network with classmates online
  • One-click access to instructors
  • Video conferencing
  • Technical support provided 8 a.m. – 2 a.m. ET, 7 days a wee

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