Discover and read the best of Twitter Threads about #R

Most recents (24)

After listening to drumbeat of #War I was decided to share my vision on ongoing crisis of #Ukraine
Long thread
#Russia #Ukraine #WW3 #history Image
First that western audience is missing - that's a truth why #Ukraine? Russia was not invading in Ukraine in #2014 and do not annex a #Crimea

People of Crimea decided on the referendum to walk away from Ukraine and join #Russia on 16 of March 2014 Image
To understand why people of #Crimea and after them people of #Donbas and leave behind #Ukraine where is #coup happened
We filmed a very tough documentary on that topic, if you didn't see that - there is a free copy from us

Read 14 tweets
H2O new release! 🚀🚀🚀

This week, H2O had a major release of their ML open-source library for #R and #Python, introducing two new algorithms, improvements, and bug fixing. ❤️👇🏼 🧵

#MachineLearning #ML #DeepLearning #rstats #DataScience #DataScientists
New algorithm (1/2):
✨ Distributed Uplift Random Forest (Uplift DRF) - The Uplift DRF is a tree-based algorithm that uses a Random Forecast classifier to estimate a treatment's incremental impact. See demo on the notebook ⬇️
github.com/h2oai/h2o-3/bl…
#randomforest #ML #UpLift
New algorithm (2/2):
✨ Infogram & Admissible Machine Learning - is a new tool for machine learning interpretability. More details are available on the algorithm doc ⬇️
h2o.ai/blog/h2o-relea…
#machinelearning #ML
Read 5 tweets
Did you know that An Introduction to Statistical Learning (ISLR) book has an online course? 🎥 🌈❤️
@edXOnline is offering an online course by @Stanford University, following the book curriculum: 🧵 👇🏼

#rstats #Statistics #ML #datascience
The course instructors are two of the book authors - Prof. Trevor Hastie and Prof. @robtibshirani. While the book is based on #R some awesome people translate it to #python, #julialang, and other #Rstats flavors (see links on the comments below 👇🏼).
The course covers the following topics (aligned with the book curriculum):
Read 9 tweets
(1)In dieser Grafik kann man gut erkennen, dass sich #Omikron unter den gleichen Umgebungs- und Immunitätsbedingungen in 🏴󠁧󠁢󠁥󠁮󠁧󠁿 mit einem 7x höherem #R-Wert ausbreitet.
(2) Dies bedeutet, dass Delta von einer Person auf eine weitere übertragen wird, während Omikron auf 7 weitere übertragen wird.

Man kann sagen, dass 🏴󠁧󠁢󠁥󠁮󠁧󠁿Delta recht gut im Griff hatte, jetzt kommt Omikron daher und stellt das marodierte NHS vor eine komplett neue Herausforderung
(3)In Flagge von Deutschland bremsen wir #Omikron durch die bestehenden Restriktionen um etwa ein Drittel (im Vergleich zu UK) aus. Da wir etwas später dran sind, haben wir auch mehr Zeit für die Entfaltung der Booster-Immunität.
Read 5 tweets
Day 1 (1 DAY) is right around the Corner, less than 1 Month away ! …

Can we keep the Christmas Lights up til January this year? ..
It’s going to be nice being able to have A Christmas again, it’s been awhile . ..

#REAL SINCE DAY 1 ..

#WWERaw Image
.@DanScavino, want to watch A Movie tomorrow? …

How many have already been arrested? …-

Let’s watch ‘The GREEN Mile’ .

#R 2 #R ImageImage
[A] ImageImage
Read 6 tweets
1/10
Applications of computer programming languages

#programming #SSOT #Python #Java #javascript

THREAD
👇👇👇👇
2/10
#Python
Web and Internet Development,Scientific and Numeric applications, Desktop GUIs, Business applications. It is widely used in AI and Machine Learning space.
3/10
#Java
Mostly used for developing Android apps, web apps, and Big data
Read 12 tweets
🧵Ho letto con interesse il Suo articolo e mi colpiscono due passaggi.
1. L'affermazione che il #PatentBox (#PB) stia funzionando motivata dall'importo crescente e dal num. crescente dei beneficiari dell'agevolazione.
2. L'affermazione che l'agevolaz. abbia premiato i "migliori"
i.e. le aziende più "performanti" (migliori margini rispetto allo sfruttamento degli intangibili).
Poco più di un anno fa la #CortedeiConti ha (più che giustamente dal mio punto di vista) evidenziato 👇 come sia riduttivo misurare l'efficacia della misura basandosi meramente Image
sulle quantificazioni di cui al punto 1 ma sia invece necessario a) indagare su come l'agevolazione si sia distribuita tra diversi attori economici e b) analizzarne gli effetti in termini di crescita del numero di brevetti e addizionalità. Se quest'analisi, basata su micro-dati,
Read 6 tweets
Remember that time .@WWE brought "Guest Stars"/Hosts onto #WWERaw ? ..

Season 18 Episode 19
May 10, 2010
1 Hour : 30 Minutes : 22 Seconds Image
Season 18 Episode 20
May 17, 2010
2 Hours : #ZERO Minutes : #ZERO Seconds

It sure seems to me like MANY who are ALLEGEDLY accused of being Corrupt, were brought onto the show for A very specific reason..
At the time, the Guest Hosts DID NOT know that the truth was being told Image
SUBLIMINALLY too the world ..
Looking back at EVERYTHING with NEW EYES, the World should be able to see what it is I Am/ have been SHOWING all of you ...

Everyone & anyone who was suspected of being Corrupt, the show was put on in A way of spitting in corruptions faces
Read 27 tweets
Let the #r #reach of thy birdie app do its magic

I once ghosted an ex that sought to reconnect

She had turned away from me 1st

But that justifies not my actions

Let $this OP & impending thread stand as my account of MY actions
_My Account

Her name shall remain Scarlette

Yet her scars were not her own

For they were afflicted from another

For she was no harlot
Nor deserved the blood letter she bore

Her father commanded naval vessels
& trusted in a true captain
& he entrusted to me ...
2 tools which may be used ...utilized... to defend my ( $meow || present ) household, as we soon anticipate a 3rd human arrival to join our current trio of furry kitty babies

Let us ret // return to the main thread of this tale ...
Read 19 tweets
Time to Cash in the CASE . .

Case Closed.

The F8 of the world Depends on it.
August 12
World = Saved

It's been right in front of EVERYONE this entire time . .
Read 7 tweets
An interesting summary of an interview with Yukihiro Matsumoto, the creator of #Ruby programming language about ‘What’s a Perfect Programming Language ‘

🧵 A Thread for 🧵

#CodeNewbies #100DaysOfCode
(Yukihiro Matsumoto):

Language designers want to design the perfect language. They want to be able to say, "My language is perfect. It can do everything."

But it's just plain impossible to design a perfect language, Why ?
Because, there are two ways to look at a language.

One way is by looking at what can be done with that language.

The other is by looking at how we feel using that language—how we feel while programming.
Read 10 tweets
#R eflection Time ..
Could you imagine if everyone knew exactly who has been guiding them? I'm truly thankful for the haters, dividers, ones mocking me, ones trying to be me.. Why? It brought everyone closer together in A way. Everything evil thought they would be able to do,
Read 7 tweets
#3

#R odgers 2 #R odgers
#2

#J #R
#1

#R odgers 2 COBB #18 ...

Corn & COBB, On the same page..

Now, WE ARE READY ..

.@CodyRhodes
Read 5 tweets
Beetle Juice it is ..

Pressing play in 10 minutes. I gotta change this diaper real Quick, It's Fully Loaded.
9(45),99(18)
8383/(1111)/33
12 000 Remember, Zero =1 ...
(3) Zero's = what? Image
Read 7 tweets
I recently implemented some pairs trading strategies for a paper, and decided to share an implementation of the Gatev, Goetzmann & Rouwenhorst (2006) strategy on a short article on RPubs.
rpubs.com/arubesam/Repli…
#rstats #RPubs #DataScience #finance #pairstrading #reproducibility
In the RPubs post above, I provide the #R code to backtest the strategy, as well as some results replicating Gatev, Goetzmann & Rouwenhorst (2006) and Do and Faff (2010), and extending the sample to the end of 2020. In this thread, I show some of these results.
Pairs trading is a type of systematic trading strategy based on finding pairs of stocks or assets that have historically "moved together", and betting that divergences will eventually get corrected. It is a simple form of statistical arbitrage.
Read 23 tweets
Welcome Home ....🤭
AAAAAAAAAAAAAAAAAAHHHHH
#LZ ...

House Is Clean & I'm glad your closet is too ...
Read 4 tweets
D'après le Registre des émissions polluantes, 14 établissements seulement représentent 35% des émissions directes de CO2 en France (et 8% pour le leader!)

Données traitées avec #R, carte et dataviz #QGIS Image
@BonPote @GaellMainguy @Ecologie_Gouv @valmasdel @FionaMille1 Je vais publier la méthodo R sous peu...
@BonPote @GaellMainguy @Ecologie_Gouv @valmasdel @FionaMille1 Lien vers la présentation de la base de donnée utilisée:
georisques.gouv.fr/risques/regist…
Read 10 tweets
Das Robert Koch-Institut (#RKI) und die
"wissenschaftliche #Evidenz" in der Corona-#Pandemie
Ein Jahrhundert vor der Corona-#Pandemie leistete Dr. #Wu Lien-teh Pionierarbeit: Er erkannte, dass sich die #Lungenpest über die #Luft ausbreiten konnte, und mahnte, Menschen sollten zum Schutz #Masken tragen en.wikipedia.org/wiki/Wu_Lien-t… Image
#Mesny, ein bekannter französischer Arzt, verunglimpfte Wu und weigerte sich, eine #Maske zu tragen. Er starb an den Folgen der #Lungenpest. 60.000 Wu-#Masken halfen die #Epidemie unter Kontrolle zu bekommen. Die heutige #N95-Maske ist ein Nachkomme der Wu-Maske
Read 34 tweets
Infektionsgefahr in #Schulen über belastete #Aerosole
Professor #Kähler schließt sich der #AITAsk Bewertung an:
"#Lüften alleine reicht nicht. Die Schulen wurden ja lange zugemacht, weil es eben nicht reicht". #twlz #kmk #rki
sueddeutsche.de/muenchen/landk…
Schulen sind mittlerweile wieder geöffnet, weitere Jahrgänge sollen folgen, dabei steigen bundesweit die Infektionszahlen. Gleichzeitig breitet sich die Mutante #B117 weiter aus. #Schulen sollen "eher" keine Pandemie-Treiber und dank #AHA+L sicher sein, sagt das #RKI. Stimmt das?
Eine erste Warnung, was ein #Superspreader im #Klassenzimmer bewirken kann und warum #Schulen sehr schnell zu einem Pandemie-Treiber werden können, zeigte das Ergebnis der #AITask-#Modellierung bereits im August 2020: Superspreader Klassenzimmer #twlz #kmk
Read 135 tweets
Logik zum #Öffnungsplan der #Bundesregierung
Wo, wie und wie schnell infiziert man sich mit dem #Coronavirus? Solange die Regierung Entscheidungen - magels Datenlage - ohne Evidenz trifft, solange ist es Willkür, wann welche Bereiche geöffnet und andere geschlossen bleiben #Spahn
Die Mutante #B117 erreicht in diesen Tagen -in den ersten Bundesländern- ihre #Dominanz. #R steigt zeitgleich und die #Regierung erhöht per #Öffnungsplan die #Mobilität: B117, Öffnungsplan u. gesteigerte Mobilität sind drei Faktoren die logisch #R exponentiell beeinflussen können
Zeitgleich werden #Kitas u. #Schulen geöffnet, also die Versammlungsorte, vor deren Öffnung uns Experten und Ärzte aus #Israel u. Kanada warnen. Begründet wird die #Öffnung mit "Meinungen" von Wissenschaftlern, deren #Studien -manipulierte Daten- aus #Schweden zitieren #twlz #KMK
Read 243 tweets
We’re now passing over to @DrGWheeler to walk us through software for adaptive designs!
Sorry, attempt 2 (@JMSWason not too experienced with adding gifs!)
In 2020 Michael Grayling @UniofNewcastle & @DrGWheeler @ucl published a review of software for #AdaptiveDesigns in clinical trials.

Lack of available software is a known barrier to using better trial designs in practice. Q: “How bad is this problem?” 1/9
journals.sagepub.com/doi/full/10.11…
Our research questions were:

1. How many articles proposing new adaptive designs included code with the paper, or a link to code available elsewhere?

2. Which adaptive design approaches and features are well supported by current software, and (importantly), which are not? 2/9
Read 10 tweets
After an amazing response last week, I’m super excited to LAUNCH TODAY my FREE #SciComm #YouTube tutorial series for #Scientists & #researchers across disciplines on how to create your own #animated #videos for #Science #Communication. Pls SUBSCRIBE & RT! 5 videos to start! 1/7 Image
Video 1 - SciComm: #Animation training for Scientists - A brief introduction to this #tutorial series 2/7

Video 2 - SciComm: Animation basics in #aftereffects – Part 1 - setting up, basic shapes, strokes and colours 3/7

Image
Read 9 tweets
A note on reproducible GIS by economists: it's mostly absent. Here are some tips.
Reproducibility means that the inputs and methods can be repeated by a (somewhat) knowledgeable person. For GIS, that *might* (should) mean code, but it *definitely* means at least SOME instructions. Even if they are manual....
Maps are data. While your typical Stata/Matlab/R/Julia graph is data projected into Cartesian coordinates, maps are data projected into geographic coordinates. So at a minimum, we need to know what the inputs to the map are, same as we need to know inputs to graphs.
Read 13 tweets
***Publication 101: Writing academic publication and it’s importance in scholarship applications***

I have received lot of messages from scholarship aspirants in the past days about publishing their academic article and thought I should share some tips. Let me start by saying
the feeling of not knowing how to start or even confident as you set out is normal, so you are not alone. As you may/may not know, the competition for scholarship spots is getting intense by the day and hence, the need to up your game to beat that competition (publications

2/n
will definitely make your application strong and also boost your writing/research profile). Now, let’s talk about how to submit a great article.

1. Start with a Draft: You need to put things down in writing. While it’s important to care about formatting here, you should

3/n
Read 19 tweets

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