Growth Curve Episode 1: What Is Growth Curve Modeling?
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- Опубліковано 8 бер 2017
- Growth curve models go by a variety of names (e.g., multilevel models, mixed effects models, latent curve models) but share a common focus on individual change over time. In this video, Patrick introduces the basic features of a growth curve model...
For those who may wish to learn more about growth modeling, we have posted materials from a short introductory workshop at www.curranbauer.org/sra2016/. These materials include the data on antisocial behavior that Patrick described in the video as well as scripts for fitting linear growth models to this data in SAS, SPSS, Stata, and Mplus. We also offer summer workshops that provide coverage of different approaches to growth curve modeling and advanced topics (e.g., time-varying covariates, multivariate models, clustering within groups, growth mixture models, etc.). Details on our upcoming workshops are available at www.curranbauer.org/training/
This video includes the best explanation of fixed versus random effects I have encountered!
I am so grateful for this series. Thank you.
Thank you very much for this series. Very helpful!
Thank you for taking the time to make this very helpful video.
Thank you for this video, it helps a lot in understanding!
So helpful and clear, thank you so much!!!
Very helpful indeed, very easy to understand.
Wow! That has to be one of the best videos on any statistical analysis I have seen on UA-cam so far! Thanks a ton! :)
Thank you very much for you explanation!
This is exactly what I needed, thank you so much for posting :)
Super awesome training session. Thanks a million
Thank you so much ! One of the best statistic-related content available for sure !
Thank you very much! Excellent explanation :)
Thank you for this wonderful wonderful lecture video
The clearest and well-developed instruction of this topic ever!
An excellent guide to GCM. Thanks much.
Wow. This is the best, most accessible description I've seen. Super helpful for someone who doesn't typically use this data analytic approach!
fantastically erudite and clear explanation of what latent growth curve (and Multilevel modelling) conceptually do
HI Patrick no that was it I planning on taking your LGC model data and putting up a very quick demo of how to do it in Onyx when I get a minute
Very clearly explained, much better than some instructors I have had.
excellent explanation !
Very helpful -- thanks much.
Thanks, this was excellent and made it very clear!
Incredible! Thanks!!
Thank you so much, that's very clear!
Brilliant! Lucid presentation. I wish I had watched this earlier.
I would love it if you could follow up with a video of how to do this in MPlus. This video was very helpful.
An excellent, clear and accessible explanation of growth curve modelling. Really helpful. Really well presented. Thank you
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@Nikolai Archie Instablaster :)
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Looks like it's gonna take quite some time so I will reply here later when my account password hopefully is recovered.
@Elliott Braylon It worked and I actually got access to my account again. I am so happy:D
Thank you so much, you saved my account!
@Nikolai Archie you are welcome xD
Thank you for your work.it helps.
Thank you very much!
Thank you so much, great explanation. I was wondering the N recommendation to perform these analysis and also qtty of minimun time points. Thanks again.
Thank you so much!
Thank you!
I took many courses on this subject, but THIS is clear, understandable and accesible ! Thank you so much!
Thanks for your very kind comment -- Dan and I are happy that you found these of some use. Good luck with your work -- patrick
Helpfull thank you
Very helpful. Thank you so much
This was super helpful and complements my coursework on SEM, thank you so much Patrick!!
Hi Michelle -- thanks for your kind words. I'm glad you found these of some use. Take care -- patrick
Excellent! Thanks so so much. Really lucid. Some teachers can really understand the mind of the beginner, and hit just the right spot.
Robert -- Thanks for the very nice comment. I really struggled in learning stats for the first time myself, so am highly sympathetic with how challenging learning something new can be. I'm glad you might have found this of some use. Stay safe -- patrick
thank you Sir
thank you for your videos, huhuhu!
impressive
Thanks so much for this explanation!
Would you be willing to show how to model this using Lavaan in R?
Hi Karlena -- Thanks for your comment. We actually have a full set of demonstrations posted about how to estimate structural equation models using lavaan, as well as one full chapter on growth curve modeling. Please see
curranbauer.org/inform/#software
I hope this helps -- patrick
Is it possible to apply Multilevel models when data set consists of 3 IVs of categorical nature and 1 or more continuous DVs ?..........
My data set consists of 3 categorical IVs (1st IV consists of 2 categories, Second IV also consists of 2 Categories and 3rd IV consists of 3 categories).
Hi Shivani -- yes...the MLM would incorporate these in the same way as would be done in a typical regression model. Typically you would include these as dummy or contrast codes for the IV -- any regression book describes how this is done, and it is precisely the same in the MLM. Good luck with your work -- patrick
How can we model the growth curve using AMOS while having 5-6 predictors?
Hi Farzad -- it's actually quite straightforward to estimate these kinds of growth models in Amos. If you simply search for "growth modeling in Amos" on UA-cam, there are several excellent tutorials. Good luck with your work -- patrick
Very helpful. Thank you so much