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Joel Collier
Registrace 21. 08. 2018
This channel is dedicated to understanding Structural Equation Modeling. The videos for this channel focus on step by step instructions in order for you to run an analysis with your data.
How to Assess Reliability in Social Science Research
This video explains the concept of reliability in social science research. Four types of reliability are discussed. Examples are provided on how to calculate Cronbach's alpha along with composite reliability. For more information about reliability in social science, please check out my book "Applied Structural Equation Modeling using AMOS". Here is the link to the book via Amazon: www.amazon.com/Applied-Structural-Equation-Modeling-using/dp/0367435268/ref=tmm_pap_swatch_0?_encoding=UTF8&qid&sr
zhlédnutí: 193
Video
Under Identified Models in SEM
zhlédnutí 1,4KPřed rokem
This video will give you some of the most common reasons why your Structural Equation Model is under identified. Using AMOS, I will walk you through how to address these identification issues. If you are looking for more information about SEM, check out my book Applied Structural Equation Modeling Using AMOS: www.amazon.com/Applied-Structural-Equation-Modeling-using/dp/0367435268/ref=tmm_pap_sw...
How to Calculate Degrees of Freedom in a SEM Model
zhlédnutí 2,4KPřed rokem
This video will show you how to calculate degrees of freedom in a measurement model and also in a structural model. The video breaks down the formula and also provides examples on how to calculate degrees of freedom with various models. If you are looking for more information about how to run structural equation models, check out my book "Applied Structural Equation Modeling using AMOS". A link...
How to Handle Missing Data in your Research
zhlédnutí 3,5KPřed rokem
This video is going to address why data goes missing and then gives step by step instructions on how to determine if you have missing data and how to impute missing data through SPSS. If you are looking for more information on data cleaning, check out my book that is sold at most major booksellers. www.amazon.com/Applied-Structural-Equation-Modeling-using/dp/0367435268/ref=tmm_pap_swatch_0?_enc...
Correlating Errors in a Structural Equation Model
zhlédnutí 2,8KPřed 2 lety
This video explains when it is appropriate to correlate errors in a SEM model. Best practices are discussed along with why correlated errors can help model fit. If you are looking for more information about SEM and correlating errors. See my book: Applied Structural Equation Modeling using AMOS. www.amazon.com/Applied-Structural-Equation-Modeling-using/dp/0367435268/ref=sr_1_1?keywords=joel e c...
How to test Moderated Mediation in SEM (Structural Equation Modeling)
zhlédnutí 9KPřed 2 lety
This video describes how to analyze a moderated mediation model in AMOS. A description of mediation through bootstrapping is explained along with the inclusion on an interaction variable. The index of moderated mediation is discussed as well. For more information about how to test a moderated mediation model, see my book "Applied Structural Equation Modeling using Amos". Amazon link: www.amazon...
Two Group Analysis using SEM (Structural Equation Modeling)
zhlédnutí 3,9KPřed 2 lety
This video will explain how to perform a multigroup analysis in structural equation modeling using AMOS. Step by Step instructions are given in AMOS on how to set up and analyzed a multiple group analysis for a structural model. Statistical significance of differences are determined by a chi-square difference test. If you are looking for more information about multigroup analysis in SEM, please...
How to present Structural Equation Modeling Results in a Journal
zhlédnutí 9KPřed 2 lety
This video describes best practices for how to present structural equation modeling results in a journal article. The video will discuss presenting the results of confirmatory factor analysis, structural models, and mediation. For more information on how to present your SEM results, please see my book: www.amazon.com/Applied-Structural-Equation-Modeling-using/dp/0367435268/ref=sr_1_1?crid=1Z786...
How to analyze feedback loops in SEM using AMOS
zhlédnutí 926Před 2 lety
This video will detail how to analyze feedback loops or reciprocal relationships in structural equation modeling. The video details what is a non-recursive model along with how to assess the stability of parameter estimates in a feedback loop. Lastly, I discuss instrumental variables and why they are necessary with feedback loops in SEM. For more information about how to run different models in...
How to Analyze Higher Order Models in SEM (Structural Equation Modeling)
zhlédnutí 2,5KPřed 3 lety
This video is going to explain what is a higher order model along with how to run the analysis for higher order models in AMOS. The video discusses the identification issues with higher order models along with how to solve those issues. Specifically, MIMIC models are discussed. Lastly, the video discusses how to assess measurement properties of a higher order model. For more information about h...
What is a Covariance Matrix and how is it used in SEM (Structural Equation Modeling)
zhlédnutí 2,9KPřed 3 lety
This video explains what is a covariance matrix along with a correlation matrix. A brief description of variance is discussed. How a covariance matrix is used in SEM is presented. Lastly, a discussion of observed covariance matrix and estimated covariance matrix is presented in regards to SEM (structural equation modeling).
How to assess discriminant validity in SEM (structural equation modeling)
zhlédnutí 1,4KPřed 3 lety
This video describes the best way to assess discriminant validity in SEM using the AMOS software. Previous ways to assess discriminant validity are discussed and the most appropriate method of heterotrait monotrait (HTMT) ratio of correlations is described. The HTMT method is described in detail along with how to calculate the assessment.
How to Test Moderation with Unobservable (Latent) Variables in SEM
zhlédnutí 15KPřed 3 lety
This video explains how to test moderation with latent (unobservable) constructs. The matched pairs method is explained along with a detailed example. For more information about moderation testing, please see my book "Applied Structural Equation Modeling Using AMOS". www.amazon.com/Applied-Structural-Equation-Modeling-using/dp/0367435268/ref=sr_1_2?dchild=1&keywords=joel collier&qid=1621290766&...
What is the difference between the PROCESS Macro and SEM?
zhlédnutí 4,4KPřed 3 lety
This video explains the differences of using Structural Equation Modeling to Andrew Hayes's PROCESS macro. The video will explain the advantages and disadvantages of using each program. Through a detailed discussion, I explain when it is ideal to use each statistical analysis program. If you are looking for more information about SEM, check out my book "Applied Structural Equation Modeling usin...
Understanding the Different Models in SEM (structural equation modeling)
zhlédnutí 9KPřed 3 lety
This video explains the different models in SEM. The video discusses measurement models, path models, and full structural models. Additionally, a discussion is had on types of mediation models along with higher order models. If you are looking for more information about structural equation modeling, see my book titled, Applied Structural Equation Modeling using AMOS. The book can be purchased a...
What is Invariance Testing in SEM (Structural Equation Modeling)
zhlédnutí 3,9KPřed 3 lety
What is Invariance Testing in SEM (Structural Equation Modeling)
What is Endogeneity in SEM (Structural Equation Modeling)
zhlédnutí 3,7KPřed 3 lety
What is Endogeneity in SEM (Structural Equation Modeling)
How to use Control Variables in SEM (Structural Equation Modeling)
zhlédnutí 19KPřed 3 lety
How to use Control Variables in SEM (Structural Equation Modeling)
How to use Multicategorical Variables in SEM (Structural Equation Modeling)
zhlédnutí 6KPřed 3 lety
How to use Multicategorical Variables in SEM (Structural Equation Modeling)
How to run a Confirmatory Factor Analysis in SEM (Structural Equation Modeling)
zhlédnutí 2,2KPřed 3 lety
How to run a Confirmatory Factor Analysis in SEM (Structural Equation Modeling)
Understanding Formative vs Reflective Indicators in SEM
zhlédnutí 6KPřed 3 lety
Understanding Formative vs Reflective Indicators in SEM
How to test mediation with categorical variables in AMOS (SEM)
zhlédnutí 7KPřed 3 lety
How to test mediation with categorical variables in AMOS (SEM)
Using Weighted Scores in AMOS (Structural Equation Modeling)
zhlédnutí 745Před 3 lety
Using Weighted Scores in AMOS (Structural Equation Modeling)
How to analyze non-normal data in AMOS (Structural Equation Modeling)
zhlédnutí 6KPřed 4 lety
How to analyze non-normal data in AMOS (Structural Equation Modeling)
How to determine if your data is non-normal in AMOS (Structural Equation Modeling)
zhlédnutí 2,4KPřed 4 lety
How to determine if your data is non-normal in AMOS (Structural Equation Modeling)
How to test mediation using a correlation matrix as input (AMOS)
zhlédnutí 653Před 4 lety
How to test mediation using a correlation matrix as input (AMOS)
Using a Correlation Matrix as input with AMOS (Structural Equation Modeling)
zhlédnutí 2,7KPřed 4 lety
Using a Correlation Matrix as input with AMOS (Structural Equation Modeling)
How to test Serial Mediation in AMOS (Structural Equation Modeling)
zhlédnutí 3KPřed 4 lety
How to test Serial Mediation in AMOS (Structural Equation Modeling)
How to Test Multiple Mediators using AMOS (Structural Equation Modeling)
zhlédnutí 6KPřed 4 lety
How to Test Multiple Mediators using AMOS (Structural Equation Modeling)