mozardt

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....

Here is the #rstats #package #lavaan #syntax

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

Cover from #John #Lennon #Imagine

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

GitHub - lluo0/MIIVefa Contribute to lluo0/MIIVefa development by creating an account on GitHub.

Here is the tutorial github.com/lluo0/MIIVefa

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

Here is the article www.tandfonline.com/doi/full/10....

Center for Causal Discovery Led by Drs. Gregory Cooper, Ivet Bahar, Jeremy Berg, and Clark Glymour, the Center for Causal Discovery represents a partnership among data scientists from the University of Pittsburgh (Pitt), Carnegi...

#Center for #Causal #Discovery has lots of #YouTube content on causal #inferences and on using the #Tetrad app. By the way, if you receive the error "Java exception has occurred" when running Tetrad. It means you need to install the latest JDK from Oracle. www.youtube.com/@centerforca...

#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/...

Unless the t model is fully saturated where all possible paths among all constructs are estimated (i.e. #CFA measurement model)

Opps typo 1988

Here are the #rstats #package #lavaan #syntax examples from my prompt in #gemini

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.

So many ways for assessing outliers: What really works and does it matter? Recent research in leading business journals has varied widely in how statistical outliers are identified and handled; many techniques were reported. …

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...

YouTube video by ISDSA Academy An Introduction to Generalized Structured Component Analysis Structural Equation Modelling

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

It is about time, I would say, but still love the fine tuning of #rstats #package #semPlot by @sachaepskamp.bsky.social Works fine in #Jamovi too.

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....

#rstats #packages for #dominance / #relative #weight analysis for #regression model
1) #dominanceanalysis
2) #rwa
3) #relaimpo

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...

YouTube video by James Gaskin SmartPLS 4: Common Method Bias with Random Dependent Variable

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...

YouTube video by mozardt Solo part - GNR Sweet Child O’ Mine cover #mozardmohtar #mozardt

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

Linda Bloomberg Academic Writing Resource | PDF | Sociology | Epistemology This document lists various types of signals used in writing, including continuation signals, sequence signals, illustration signals, change-of-direction signals, time signals, emphasis signals, spati...

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....

GitHub - ancleo/ClusterCirc: ClusterCirc finds item clusters with optimal circumplex spacing in your data ClusterCirc finds item clusters with optimal circumplex spacing in your data - ancleo/ClusterCirc

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....