guyjantic, to Futurology
@guyjantic@c.im avatar

Is it valid to say 40% of American police officers perpetrate domestic violence?

After half an hour digging through empirical I think I can confidently say "no." Why? Because we have no real idea how much DV is perpetrated by cops. Because nobody can really study it with solid methods. Because (IMO, anyway) a lot of scholars are kind of scared of .

One guy testified for Congress in 1991, and he gets cited a lot, but his were not perfect. Then the rate of good research on this went down for the next 30 years.

Lots of opinions, "perceptions of...", etc., but `` numbers? I'm currently not finding any I trust a whole lot. One lit review (2016) found estimates of rates from 5% to 40%. Another article just said "Probably about the same as the general public," after clearly misreading a couple of previous estimates.

Anyway, nobody knows how much domestic violence police commit, and it sort of feels like the police want it to stay that way.

christin, to mastodon German

liebe und ,

es ist Samstag, der 27. Januar 2024. Die Sternzeit beträgt: -298927.76865776.
Wir befinden uns hier auf https://lsbt.me

Wir haben aktuell 138 User. Diese haben bisher 18681 Tröts geschrieben. Das sind 135.37 Tröts pro Rüssel.

Es folgt die Weisheit des Tages:


Mancher wird auch für seine Wahrheiten und Siege zu alt; ein zahnloser
Mund hat nicht mehr das Recht zu jeder Wahrheit.
-- Friedrich Wilhelm Nietzsche (Also sprach Zarathustra)

stevensanderson, to statistics
@stevensanderson@mstdn.social avatar

🚀 Dive into the world of statistical magic with TidyDensity's bootstrap_stat_plot()! 📊✨ Uncover the nuances of your data using R with this powerful function. 🤓

Example 1 explores central tendency, visualizing bootstrapped means, mins, maxes, and standard deviations. Example 2 customizes the plot for a cleaner look. 💡

Post: https://www.spsanderson.com/steveondata/posts/2024-01-22/

#RProgramming #DataAnalysis #TidyDensity #Statistics #DataScience #R #RStats

Give it a try, and let the data tell its story! 💬👩‍💻👨‍💻 #HappyCoding

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bnhrdotxyz, to Philippines

Maraming salamat muli sa Philippine Statistics Authority para sa oportunidad na magbahagi tungkol sa Python at ang gamit nito sa larangan ng pagmamapa!

Last week, we successfully completed a Python and QGIS training attended by participants from different offices, services, and divisions of the PSA.

bnhrdotxyz,

Topics discussed during the course include:

  • Introduction to Python
  • Best practices for package and environment management (e.g. pip, env, conda)
  • Python syntax, flow-control, and data structures
  • Geospatial python libraries such as shapely, fiona, geopandas, rasterio, and leafmap
  • Utilizing Python in QGIS
  • QGIS Model Designer

#GISChat #QGIS #Philippines #Pinoy #FOSS4G #GIS #Mapping #OpenSource #Statistics #Python #GeoPython #TootSEA

bnhrdotxyz,

The five-day course—characterized by BNHR's hands-on approach, exercise-driven methodology, and a strong focus on tangible outcomes—culminated with the participants showcasing Python and QGIS projects that included processing automations and models, custom QGIS scripts and widgets for easier layer styling, as well as interactive maps using Python.

technewslit, to random
@technewslit@journa.host avatar

To my colleagues in the media who need a little help -- and you know who you are -- here's free online help ... https://www.sciline.org/learn/stats-essentials-journalists/

ttpphd, to statistics
@ttpphd@mastodon.social avatar

When is the right time to update my version of R?

#R #Statistics @AcademicChatter #AcademicChatter

preslavrachev, to ai
@preslavrachev@mastodon.social avatar

So, people with more knowledge on these things. I have two questions that won’t let go off my head:

  1. Is electricity generally gettting cheaper/more expensive and at what rate per year? When I say generally, I am not talking about short-term government subsidies.

  2. is the number of computing operations/s getting higher for the same amount of electricity spent, and at what rate per year?

Stats fellows, where can I get back-of-the-napkin-number?

#electricity #AI #climatechange #statistics

samsteiner, to solar German
@samsteiner@swiss.social avatar
stfn, to machinelearning
@stfn@fosstodon.org avatar

So far the hardest part in learning #machinelearning is that the teaching materials assume you know math. Gaah.

numeredevs,
@numeredevs@fosstodon.org avatar

@stfn Yeah, #machinelearning is only #maths. Back in university that was called #statistics and #CurveFitting

stevensanderson, to statistics
@stevensanderson@mstdn.social avatar

Data detectives, assemble! ️‍♀️ TidyDensity just got a powerful upgrade with the 📐 triangular distribution.

What's the hype?

Flexible
Real-world relevance
Simple to understand

TidyDensity's Trifecta:

  1. Generate tidy data
  2. Estimate parameters
  3. Visualize & summarize.

Post: https://www.spsanderson.com/steveondata/posts/2024-01-10/

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foaylward, to bioinformatics
@foaylward@genomic.social avatar

Gotta check these out!

Robust, scalable, and informative clustering for diverse biological networks

https://genomebiology.biomedcentral.com/articles/10.1186/s13059-023-03062-0

#bioinformatics #genomics #genetics #statistics

slreed, to statistics

#Nerdy #Statistics About My #Motorcycle Riding Habits in #2023 #MotorcycleMonday

Miles Added: 5,208
Riding Days: 157 (43% of the year)
Change from 2022: 3 more days
Average: 33 miles per day
Most Riding Days in a Month: June and October tied at 22 days
Least Riding Days in a Month: December at 0 days
Most Popular Day I Ride: 3 way tie between Monday, Tuesday, and Friday all at 27 days
Least Popular Day I Ride: Saturday (yes, really!) 9 days
Longest Streak: May and October tied at 10 days

PaulWermer, to statistics
@PaulWermer@sfba.social avatar

How to misdirect with indicators: "Median travel speeds are only slightly above the 15-mph target (17 mph averaged across the corridor).” I don't know about you, but I'm a lot more concernd about the high end speeds, not that only half the cars exceed 17 mph. Median (half above, half below) and mean (average) do not tell you distribution of speeds, or how fast the extremes are.

And as a pedestrian who likes slow streets, I am very aware of the high speed tail. I'm a little worried that #sfmta appears to not understand how to use statistics to assess risks.

https://www.sfexaminer.com/news/transit/sfmta-focusing-elsewhere-as-slow-lake-advocates-sound-alarm/article_d7c566f6-ab41-11ee-a3d5-e77ed585cec3.html

#visionzero #slowstreets #baddrivers #statistics

leanpub, to datascience
@leanpub@mastodon.social avatar

Introduction to Modern Statistics https://leanpub.com/imstat by is the featured book on the Leanpub homepage! https://leanpub.com #DataScience #Statistics #Textbooks

mycotropic, to statistics
@mycotropic@beige.party avatar

A student just commented on an hour long discussion we had in my lab on adjustment of statistical models;

"My experience in these meetings is asking for a cup of water and somehow learning how to build a desalinization plant."

Which I will take as a complement coming from a doctoral student in mathematics!

#Epidemiology #Statistics #Biostatistics

DataGeekB, to datascience

Do you care about using data for good?

Join APDU on January 17th for a discussion of the Do No Harm Guide: Collecting, Analyzing, and Reporting Gender and Sexual Orientation Data with Jonathan Schwabish, Urban Institute

Register: https://georgetown.zoom.us/meeting/register/tJwld-2upz4tHdGSqS867RNWbCjFnAT4OSOs#/registration

#Data #DataScience #Equity #EquityAndInclusion #GenderIdentity #LGBTQ #LGBTQIA #lgbtqinclusion #SexualOrientation #Statistics #Research #Sociology #Demography #Economics #PublicHealth #Epidemiology @demography @sociology @economics @education

forteller, to mastodon
@forteller@tutoteket.no avatar

Wanna know which of your toots are doing numbers? Check it out on https://mastometrics.com

#mastodon #fediverse #statistics

jhilden, to environment
@jhilden@vis.social avatar

Curious trip to the past, leafing through the Environmental Statistics 1987, published by the Central Statistical Office of Finland.

Pages of charts about game species (!), lots of information about sulphur dioxide pollution and radioactive fallout and no collected data on carbon dioxide emissions. Also cute bird illustrations.
#environment #history #statistics
https://www.doria.fi/handle/10024/186291

KidsData, to statistics

Do you care about making sure children are counted accurately in the next census? That their needs are represented in other surveys?

The Census Bureau is seeking nominations to the Census Scientific Advisory Committee (CSAC).

Submit nominations
to census.scientific.advisory.committee@census.gov
with subject line “2024 CSAC Nominations”
by Feb 2, 2024

Details: https://www.federalregister.gov/documents/2024/01/02/2023-28812/census-scientific-advisory-committee-request-for-nominations

@demography @sociology

leanpub, to statistics
@leanpub@mastodon.social avatar

Quick & Easy Statistics http://leanpub.com/courses/leanpub/qestats is the featured course on the Leanpub homepage! https://leanpub.com

metin, to movies
@metin@graphics.social avatar

Watched the documentary Geographies of Solitude. A tranquil, hypnotic portrait of a researcher living in solitude on an island.

https://letterboxd.com/metinseven/film/geographies-of-solitude/

#film #documentary #environment #nature #microplastics #science #portrait #pollution #research #data #statistics #animals #horses

Tribear, to statistics
@Tribear@mastodon.coffee avatar

The biggest misuse and misunderstanding of #statistics ever, has got to be the #BMI I blame the life insurance companies!

BenjaminHCCarr, to physics
@BenjaminHCCarr@hachyderm.io avatar

Surge in number of ‘extremely productive’ concerns
Most extremely productive authors outside were in , with nearly 700 supercharged researchers. , & saw speediest growth, increasing 14.6x between 2016-2022, followed by , & . In alone, 1,266 non-physics authors published the equivalent of one paper every 5 days, including weekends, compared with 387 in 2016. https://www.nature.com/articles/d41586-023-03865-y

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