Fixed Effect vs. Random Effects Models - Common Mistakes in Meta-Analysis and How To Avoid Them

  Рет қаралды 61,093

Meta-Analysis

Meta-Analysis

Күн бұрын

Common mistakes and how to avoid them - fixed-effect vs. random-effects models. Examples and specific concerns for each.
➣ Take a #metaanalysis course:
meta-analysis-workshops.com/
➣ Meta-analysis software - download your free trial now:
meta-analysis.com/
➣ Order Common Mistakes in Meta-Analysis and How to Avoid Them:
meta-analysis-books.com/

Пікірлер: 46
@axisgraf
@axisgraf 3 жыл бұрын
This presentation is pure gold! Thank you for sharing it with the rest of us unfortunate to have not attended this session
@MetaAnalysisCMA
@MetaAnalysisCMA 3 жыл бұрын
Glad you enjoyed it!
@ahmedehsanurrahman4185
@ahmedehsanurrahman4185 4 жыл бұрын
This is the best explanation of RE models and FE model in meta-analysis that I have ever heard.
@calebdanny1485
@calebdanny1485 2 жыл бұрын
you probably dont give a shit but does anyone know a way to get back into an Instagram account..? I stupidly lost my login password. I appreciate any tips you can offer me.
@archertheo6898
@archertheo6898 2 жыл бұрын
@Caleb Danny instablaster :)
@PharmSci_Insider
@PharmSci_Insider 7 күн бұрын
Thank you so much! It helped me to gain more insights as I am newbie in this domain.
@LegoEddy
@LegoEddy 6 жыл бұрын
Finally understood it! Thanks a lot for sharing this, and for the reference to your paper for the mathematical differences.
@timot6901
@timot6901 6 жыл бұрын
Thank you very much! I found the paper you referred to before watching this video. After watching it I understand most of it.
@fnssupply
@fnssupply 6 жыл бұрын
Thank you for taking the time to make this helpful video!
@tchinzowu
@tchinzowu 3 жыл бұрын
Beautiful explanation. I'm going to sort the paper I am working on right away.
@thankyou6555
@thankyou6555 2 жыл бұрын
What an absolutely outstanding presentation! Wonderful! Thank you for sharing this.
@veralicebruin4478
@veralicebruin4478 6 жыл бұрын
Enjoyable and clarifying!! Thank you!!
@amywilderson85
@amywilderson85 3 жыл бұрын
Now I can see what exactly are fixed-effect and random-effects models. Thank you!!
@MetaAnalysisCMA
@MetaAnalysisCMA 3 жыл бұрын
You're welcome!
@daahmandaahman7977
@daahmandaahman7977 2 жыл бұрын
Brilliantly clear presentation. I will be sure to use the word 'universe' in my study!
@saadalhumaid3959
@saadalhumaid3959 5 жыл бұрын
Fantastic tute as usual. Thanks alot Michael
@indigolight22
@indigolight22 6 жыл бұрын
Your insight is profound. Thank you.
@ceciliasamame8216
@ceciliasamame8216 3 жыл бұрын
Thank you, Dr. Borenstein. Excellent video!!
@babakkhoshnood1811
@babakkhoshnood1811 5 жыл бұрын
Thank you so much. Very clear and concise. Look forward to reading the book / using the software. Best Regards, Babak Khoshnood
@elizabethblears2919
@elizabethblears2919 5 жыл бұрын
Thank you so much! Very helpful!
@myihienew
@myihienew 4 жыл бұрын
Thank you for your lecture. very easy to understand
@yinghe_dbw
@yinghe_dbw 2 жыл бұрын
这个视频不断的让我想到了某国的大部分教授们,总是在不断地强调结果是不是显著,怎么巧妙的处理就可以让结果看着更好看……这种模式下学了很多甚至变得“很厉害”成为了“大佬”一头雾水的开始分享怎么做一篇“优秀”文章的经验,sucks。Anyway,这真的是一篇perfect lecture,highest respect for this vedio and the professor!
@MrSpotgold
@MrSpotgold 4 жыл бұрын
I applaud this explanation! Thank you dr. Borenstein. Random effects models rule. The fixed effect model is simple, clear, and wrong.
@babaymben9850
@babaymben9850 5 жыл бұрын
We owe a lot to Dr.Borenstein. Thanks doctor, i wish all the best to you.
@tiajin248
@tiajin248 Жыл бұрын
Thankss a lot for sharing this amazing lecture, I learned a lot from this lecture.
@mauriciomolinahn
@mauriciomolinahn 3 жыл бұрын
Great Lecture Dr. Borensterin!!!
@MetaAnalysisCMA
@MetaAnalysisCMA 3 жыл бұрын
Glad you enjoyed it!
@PantherBakua
@PantherBakua 7 жыл бұрын
great video. thank you very much
@lisas.3530
@lisas.3530 4 жыл бұрын
Thank you so much!!!!!!!!!!
@dc33333
@dc33333 Жыл бұрын
good speaker. so clear.
@alfredoalarconyanez4896
@alfredoalarconyanez4896 2 жыл бұрын
Thank you, your video is very informative
@KingCrocoduck
@KingCrocoduck Жыл бұрын
Let me add three more to the list: eyeballing funnel plots to determine whether they're asymmetric, treating Egger's test as though it detected publication bias, using trim/fill or PET PEESE on highly heterogeneous studies
@yousafkhankhalil8726
@yousafkhankhalil8726 2 жыл бұрын
Thank you for your lecture
@kayak0000
@kayak0000 Жыл бұрын
As an MD and clinical researcher for 5 years, i observed that some MDs/physicians really have no/little idea on how to run statistical tests for research (which is understandable since statistics is really not part of the MD curriculum) so they are wholly/partially dependent on their statisticians. There are times also when the statisticians have the right idea / executed the tests correctly but the clinician interpreted the methods and/or results differently. 😅😅😅
@mohammadkashem3375
@mohammadkashem3375 Жыл бұрын
Hi Sir, if Hausman test indicates that fixed model is more appropriate than random effect model, and if in that case, in data time period (T) > cross section units (N), which FEM is to be chosen: time (T) FEM or Cross section (N) FEM?
@zqtang3481
@zqtang3481 5 жыл бұрын
Should fixed effect model instead of random effects model be used at 23:21? Is that right?
@drnaziashuaib7238
@drnaziashuaib7238 2 жыл бұрын
thanks sir
@BigBossHuntelaar
@BigBossHuntelaar 5 жыл бұрын
You should mension the method of Peto and the Fixed EffectS model sooner in the video! As a disclaimer. Now I've watched the entire video (and learned a lot!) and only found out at the end that the study I am interested in actually uses the fixed effectS model and Peto OR's.
@Doodoodoomanamana
@Doodoodoomanamana 8 ай бұрын
he mentioned he'd been talking about giving an appropriate weight to each study in another module, does anyone know which module it is?
@venugopal-ir7hq
@venugopal-ir7hq 4 жыл бұрын
Sir, can you please share the relevant reference for the above
@tesfahun_taddege
@tesfahun_taddege 6 жыл бұрын
Good
@bodrulalomk1257
@bodrulalomk1257 6 жыл бұрын
nice
@archisarker2920
@archisarker2920 Жыл бұрын
@georgepalaio3745
@georgepalaio3745 3 жыл бұрын
So it’s wrong to chose a fixed effect model based on heterogeneity less than 50
@LijiaLinPHD
@LijiaLinPHD 10 ай бұрын
It seems that the narrator is reading a written script, because I can hear he's turning the pages. This makes the flow a little fast. I really need 100% focus.
@AndruideAtario
@AndruideAtario Жыл бұрын
Fake and Fabricated! Bad presentation, and wrong and way off any reasonable analysis. Sad, I was excited
Heterogeneity - Meta-Analysis Workshop Online Video Series Course
1:27:57
Fixed and random effects with Tom Reader
8:09
University of Nottingham
Рет қаралды 187 М.
Эффект Карбонаро и нестандартная коробка
01:00
История одного вокалиста
Рет қаралды 10 МЛН
Schoolboy - Часть 2
00:12
⚡️КАН АНДРЕЙ⚡️
Рет қаралды 4,3 МЛН
Son ❤️ #shorts by Leisi Show
00:41
Leisi Show
Рет қаралды 7 МЛН
Course Sample: How to Work Through a Meta-Analysis
51:05
Meta-Analysis
Рет қаралды 15 М.
How to decide whether an effect is fixed or random in mixed models
11:33
Fixed Effects and Random Effects Models
5:00
Terry Shaneyfelt
Рет қаралды 134 М.
Linear mixed effects models
18:37
Matthew E. Clapham
Рет қаралды 221 М.
Fixed Effects (The Effect, Videos on Causality, Ep 45)
12:11
Econometrics, Causality, and Coding with Dr. HK
Рет қаралды 2,6 М.
4 Course Meta-Analyses VU: Calculating and pooling effect sizes
25:15
Meta-Analysis with CMA - Case Study: Statins and Cardiovascular Events
42:13
p-values: What they are and how to interpret them
11:21
StatQuest with Josh Starmer
Рет қаралды 1,1 МЛН
Эффект Карбонаро и нестандартная коробка
01:00
История одного вокалиста
Рет қаралды 10 МЛН