Birthday present for my beloved wife Original song - Seri Kandi Hati by #mozardmohtar #mozardt youtube.com/shorts/9ExvY...

Latest @afhayes.bsky.social #PROCESS #macro now does #errors-in-variables #regression, i.e., #single-indicator #latent #variable #SILV with #measurement #errors. The new functions #relx #relm and #relcov enables researcher to insert coefficient reliabilty values link.springer.com/article/10.3...

Just when i am about to learn more on #bayesian #SEM then this appears bayesian #structural #after #measurement #SAM to SEM. Noice link.springer.com/article/10.3...

With #ProfAinurulRosli at #Hogwarts #Hult #International #Business #School for research collaboration on #ImpactInvesting

Celebrating my better half birthday at #EL&N #Birm #AzniZarinaTaha

#RIP #Ozzy. #NoMoreTears is my forever favorite Ozzy’s album, and #ZakkWylde is one of my favorite guitar idols. 🤘🏻

Pictures with two #TanSri #Abdul #Wahid #Omar and #AlAmin (President of #Aston #University #Alumni #Association #Malaysia

At #Aston #Business #School #Unlocking #Future #Proof #Leaders A #Professional #Development #Programme Dinner #TanSri #Abdul #Wahid #Omar #Aston #University #Alumni #Association #Malaysia

Quick guide to #SEM using #jamovi and #JASP for both #reflective and #formative #emergent #constructs www.sciencedirect.com/science/arti...

Learning #bayesian #SEM #rstats #package #blavaan then found this tutorial sites mc-stan.org/learn-stan/c... ecmerkle.github.io/blavaan/

Types of variable relations link.springer.com/article/10.3...

At #TEDxAstonUniversity2025 #RethinkingTomorrow #AlmaMater #DrAzniZarinaTaha

When two #scales #measurements have the same #Cronbach’s #alpha values, it does not mean that they have the same average #Inter-Item #Correlation

#rstats #package #ShortForm is efficient to create #brief #shortform version of a #scale / #measurement that uses #Likert-type #anchors but there are alternatives rdrr.io/github/Antho..., here is the article journals.sagepub.com/doi/full/10....

Completed Strategic Global Manager Programme #SGMP #Panasonic #Malaysia training module #BattleInMeYou&Us today. #HRDC

A meet with a legend in the Malaysia music industry #Azman #Warren

#rstats #package #MIIVefa proposes instrumental variable #IV estimator for #EFA. Below are the steps. www.tandfonline.com/doi/full/10....

#Ωnyx is a free #SEM app which can estimate #Latent #Change #Score #LCS model. User can even export its path diagrams to #rstats #package #lavaan. Here’s the tutorial www.sciencedirect.com/science/arti... onyx-sem.com

Learning statistics using #jamovi, read for free davidfoxcroft.github.io/lsj-book/ Here, if you want to download books.openbookpublishers.com/10.11647/obp...

I always have Soto and John (2017) Big Five Inventory-2-Extra Short Form #BFI-2-XS to measure personality traits in my questionnaire. This inventory measures personality states instead, Five-Factor Model - Personality States Inventory #FFM-PSI econtent.hogrefe.com/doi/10.1027/...

I wonder whether #SEM practitioners fully adopted Anderson and Gerbing (1998) two-step approach for SEM. I use #gemini, prompt it to be expert in #CBSEM, explain the article. Are we missing some of the #SCDTs steps in papers? M null < M constrained < M theoretical < M unconstrained < M saturated.

Survey data is always laden with #outliers. Sullivan et al. (2021) sum all available influential outlier data treatments prior to model estimation. In #CBSEM, the usual technique is to adopt Satorra-Bentler correction and/or robust estimation. Here’s the article www.sciencedirect.com/science/arti...

Hwang and Takane introduced #Generalized #Structured #Component #Analysis #GSCA as a novel alternative to #CBSEM here the links to its resources 1) m.youtube.com/watch?v=wzlu... 2) www.gscapro.com 3) www.routledge.com/Generalized-...

Had my 2nd #HRDC training for Credit Guarantee Corporation (M) Bhd x Univesiti Malaya Centre for Continuing Education yesterday #CGCxUMCCed

Let’s say you just starting to use #rstats #SEM #package #lavaan and gotten a nice results. Next is to do a nice SEM figure, here is a #shinyapps option solo-fsw.shinyapps.io/lavaangui/ and the article www.tandfonline.com/doi/full/10....

Our book on #questionnaire designing and #structural #equation #modeling #SEM is officially out today from #Universiti #Malaya #UMPress. We focus on freely available apps and resources #jamovi #ADANCO #Zotero #rstats #shinyapps www.umpress.com.my/index.php?ro...

How to read and interpret #PLSPredict results. Here is the decision tree and the article www.sciencedirect.com/science/arti...

Let's say you totally forgot to include a marker variable in your survey and you have completed data collection, but you still need to test for #common #method #variance #bias #CMV #CMB using #marker #variable #technique; one solution is to use #random #value. www.youtube.com/watch?v=cjLl...

Full #GNR #SweetChildMine solo part #IU10 jamming session youtu.be/x7Qe7G04aE8

I find that #Linda #Bloomberg’s guide to academic writing really useful when I am stuck at drafting my papers www.scribd.com/document/393...

Thinking about #mixed-methods study design? Anyone? journals.sagepub.com/doi/full/10....

If you are adopting #personality #trait #items from a #circumplex model (arranged around a circle) this #rstats #package #ClusterCirc helps with the traits arrangements github.com/ancleo/Clust... here’s the article journals.sagepub.com/doi/full/10....

Jamming with my college friends #IU10 last night for 3 hours! 2nd part solo of a global 90s rock band number 1 song.

When adopting #scale #construct #measurement #items, some are #bipolar where the center of the scale point should be zero, for #unipolar, one end should be 1 or 0, hence the use of scale #anchor disagree strongly—agree strongly. psycnet.apa.org/fulltext/202...

Below are steps to use #rstats #package #semtree to conduct #SEM model specification search using SEM #forests www.tandfonline.com/doi/full/10....

My childhood friend #Sham #Kamikaze mentioned me in one of his interviews, yup that’s me! He currently has a permanent gig with #Jackie #Cheung in his concerts all around the world for several years already. m.facebook.com/watch/?v=187...

Beside #rstats #package #dynamic, use #ezCutoffs to determine #SEM #model #fit #cutoffs values github.com/bschmalbach/...

lunch with @drpaulrowley.bsky.social at IOES

What are #reliability, #convergent validity and #discriminant #validity in #psychometric #CTT #classical #test #theory journals.sagepub.com/doi/full/10....

I always enjoy being a student, just had a workshop with #Malaysian renowned expert in #Structural #Equation #Modeling #ProfRamayah just to remind me the knowledge I forget or misinterpret.

Came across #rstats #packages #networksem and #netSEM where #structural #equation #modeling #SEM to analyze #network data. Interesting method hybrid. bigsem.org/docs/network...

Violations of #Local #independence assumptions in #network #analysis may cause #model #misspecification. #rstats #package #eganet #UVA function detects it, i.e., it removes redundant items in adopted scale especially personality inventories. Here’s the article r-ega.net/articles/res...

Tonight we jammed! My band #Lava covers #Indonesian #Dewa19 #Dua #Sejoli youtu.be/BLRJ_ssls60

Nowadays, I use #Simmering et al. (2015) #blue #attitude scale as my #marker #variable for assessing #common #method #bias #variance #CMB #CMV using marker variable #technique, for individual level #survey. It used to be #Crowne and #Marlowe (1960) #social #desirability #scale

For any new #doctoral of mine, I always advise them to do #bibliometric review using #rstats #package #bibliometrix www.bibliometrix.org/home/ just to familiarize themselves with the #domains of study of their phenomenon of interest. Here's an article link.springer.com/article/10.1...

Met with #District #Officer #Lenggong #Perak #Mohamad #Fitri #Hassan at his office in Lenggong to present our #Pewaris Project led by #Prof #Siti #Aishah #Alias #Institute of #Ocean and #Earth #Sciences #IOES #Universiti #Malaya #UM

Inferential #structual #equation model #fit #equivalence testing for smallest difference using #CFI and #RMSEA using #rstats here’s the article link.springer.com/article/10.1...

One #stats #app for both #covariance-based and #variance-based #structural #equation #modeling #SEM #SmartPLS ver 4 link.springer.com/article/10.1... here’s where to download smartpls.com/downloads/

My doctoral student David Wang Dapeng whom I shared with #Prof #Yusniza successfully defended his thesis #PhDone #marketing #Universiti #Malaya #UM

Another #rstats #package #Rnest #next #eigenvalue #sufficiency #test to determine number of factors in #exploratory #factor #analysis #EFA github.com/quantmeth/Rn..., here’s the article www.tandfonline.com/doi/full/10....