5  Predictions – Model to Meaning

#statstab #478 Equivalence Tests {marginaleffects}

Thoughts: Often you want to test "no difference" in more complex models than many packages or software permit.
With a few lines of code you can do that for most models.

#Equivalence #noeffect #rstats #TOST #EQ

marginaleffects.com/chapters/pre...

In a new JCP article and podcast episode, Drs. Badre and Geier present a practical #anticholinergic #equivalence table to help clinicians assess and minimize psychotropic anticholinergic burden.

🎧 Podcast: jcpjournal.libsyn.com/anticholiner...
📰 Article: journals.lww.com/psychopharma...

Unity, Cyclicity, Equivalence, the three Axioms of the Secret Doctrine.

#Unity #Cyclicity #Equivalence #Secret_Doctrine

#Unity, #Cyclicity, #Equivalence, the three Axioms of the Secret Doctrine.

Original post on mybroadband.co.za

The woman fighting to stop Starlink in South Africa The chairperson of the Parliamentary Portfolio Committee on Communications and Digital Technologies has repeatedly criticised the proposal to int...

#Broadband #Government #Broad-Based #Black #Economic […]

[Original post on mybroadband.co.za]

Practical Power Analysis in R

#statstab #417 {pwrss} Practical Power Analysis in R

Thoughts: Some useful vignettes for conducting power analyses for various designs, constraints, and data types.

#poweranalysis #samplesize #r #power #guide #tutorial #sesoi #equivalence #tost #rstats

cran.r-project.org/web/packages...

NCHR Public Comment on Improving the Generic Drug User Fee Act (MDUFA IV) - National Center for Health Research National Center for Health Research's/Our written comment on GDUFA IV urges the FDA to use generic drug user fees to pay for staff and resources that improve generic drug safety and equivalence, not j...

NCHR says Generic Drug User Fee Act (#GDUFA IV) needs to improve the #safety and #equivalence of #generic drugs by ensuring the quality of generic drugs on the market, not just speedy reviews.

www.center4research.org/nchr-written...

#glastonbury #false #equivalence

False equivalence is exactly the crux of this latest bout of moral outrage. Please read this; it's a good analysis, succintly presented.

Testing structural equation model fit in psychological studies: A replication study using equivalence testing - Quality & Quantity This study applies equivalence testing methods on a representative sample of published empirical structural equation modeling studies in the psychological sciences and assesses the extent to which rep...

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...

Original post on mybroadband.co.za

Ramaphosa backs Starlink BEE reforms in South Africa President Cyril Ramaphosa says communications minister Solly Malatsi's proposal to offer alternatives to BEE ownership requirements in the t...

#Broadband #BEE #Cyril #Ramaphosa #Dominic #Cull #equity […]

[Original post on mybroadband.co.za]

Original post on mybroadband.co.za

When Starlink could launch in South Africa Ellipsis owner Dominic Cull says it will take up to 18 months for South Africa to finalise amendments that allow players like Starlink to launch in South ...

#Broadband #Dominic #Cull #Ellipsis #equity […]

[Original post on mybroadband.co.za]

Original post on mybroadband.co.za

R500-million Starlink deal for South Africa Starlink proposes to provide over 5000 rural schools with fully funded Starlink kits and service in addition to facilitating the installation/maintenance...

#Broadband #Broad-Based #Black #Economic #Empowerment […]

[Original post on mybroadband.co.za]

Model to Meaning Learn how to interpret statistical and machine learning models using the marginaleffects package for R and Python. Compute marginal effects, marginal means, contrasts, odds ratios, hypothesis tests, e...

The #rstats #package #marginaleffects do more that just #equivalence #testing have a look marginaleffects.com

GitHub - psicostat/criticalESvalue Contribute to psicostat/criticalESvalue development by creating an account on GitHub.

Besides doing #equivalence #testing for the nonsignificant predictors in #multiple #linear #regression #mlr, assess #critical #effects #size #value too using #rstats #package #criticalESvalue github.com/psicostat/cr..., here’s the article journals.sagepub.com/doi/10.1177/...

GitHub - cribbie/negligible: This package contains many functions for conducting negligible effect statistical testing (also called equivalence testing). This package contains many functions for conducting negligible effect statistical testing (also called equivalence testing). - cribbie/negligible

In #multiple #linear #regression #MLR, proving a nonsignificant predictor is insufficient, please follow up with #equivalence #testing using #rstats #package #negligible github.com/cribbie/negl... here the article psycnet.apa.org/fulltext/202...

Notatki ekspresyjne vol. 57 i 58| Notes of expression vol. 57 & 58
.
Zasilanie | charging
.
#mobilephotos #artphotography #blackandwhite_art #blackandwhitephotos #blackandwhitephotographer #abstractart #abstracts #deeper #artphotographer #expressionphotography #equivalence

Fascinating discussion about #AI models and how to treat political opinions versus scientific consensus. This conversation provides evidence that #Grok3 may go too far in establishing #equivalence. Result: #misleading & wrong answer. See convo, e.g., for why reference to "by 2000" is misleading.

Starting our #fractions journey, exploring #equivalence in a Fraction Wall @glasgowcounts.bsky.social @edisglasgow.bsky.social @maths.scot

#quotes #books #excerpts #citations #falseequivalence #democratic #republican #party #excuse #politics #usa #equivalence #JustAsBad #democracy #demagoguery

4/5
Murray and von Neumann introduced a theory of #equivalence for projections. Two projections are equivalent if a partial isometry maps one’s range to the other. This equivalence is foundational for the classification of von Neumann algebras.

#statstab #238 Bridging null hypothesis testing and estimation

Thoughts: An overview of the ways you can claim "no effect" under a bayesian framework.

#bayesian #bayesfactors #nullresults #noeffect #equivalencetests #equivalence #jasp #r

osf.io/preprints/ps...

#statstab #237 Substantive Importance and the Veil
of Statistical Significance

Thoughts: Good commentary on how most of the stats reform amounts to replacing "sign-and-significance" with "sign-and-magnitude" ignoring uncertainty and importance.

#equivalence

www.carlislerainey.com/papers/meani...

Frontiers | Using Bayes to get the most out of non-significant results No scientific conclusion follows automatically from a statistically non-significant result, yet people routinely use non-significant results to guide conclus...

#statstab #236 Using Bayes to get the most out of non-significant results

Thoughts: A bayesian way to investigate "no effect": Bayes Factors. Cool guide on how to think about priors (post hoc even).

#priors #bayesfactors #nullresults #equivalence #nhbt

www.frontiersin.org/journals/psy...