Hello! I will be attending the upcoming Candidate Meet & Great, hosted by the Rogue Valley Association of Realtors. This event is fully open to the public! Event time and location can be found below.
#roguevalley
#jacksoncounty
#RVAR
#voteoregon
#roguevalley
#jacksoncounty
#RVAR
#voteoregon
October 9, 2026 at 7:33 PM
Hello! I will be attending the upcoming Candidate Meet & Great, hosted by the Rogue Valley Association of Realtors. This event is fully open to the public! Event time and location can be found below.
#roguevalley
#jacksoncounty
#RVAR
#voteoregon
#roguevalley
#jacksoncounty
#RVAR
#voteoregon
the pillar print method for that "rvar" thing is 👨🏻🍳💋
October 7, 2026 at 8:43 PM
the pillar print method for that "rvar" thing is 👨🏻🍳💋
Not only are liveries a form of micro-wayfinding within station contexts, it has never been more important than now to formally adopt and standardise our accessibility and door surround graphics standards, not just to meet the RVAR Legislation, but to far exceed its expectations.
June 8, 2026 at 12:09 PM
Not only are liveries a form of micro-wayfinding within station contexts, it has never been more important than now to formally adopt and standardise our accessibility and door surround graphics standards, not just to meet the RVAR Legislation, but to far exceed its expectations.
【A-1 Climax 2024】Powerless
YouTube video by DreamTraveller Hut
www.youtube.com
October 24, 2024 at 4:25 PM
Rva Fbaqresnyy qre uvfgbevfpura Irefpuyhrffryhatfzrgubqr, qvr qre ebrzvfpur Sryquree Tnvhf Vhyvhf Pnrfne ibe zrue nyf 2000 Wnuera orahgmgr haq qvr hagre qrz Anzra Pnrfne-Irefpuyhrffryhat orxnaag vfg haq rvar srfgr Pnrfne-Irefpuvrohat hz qervmrua Ohpufgnora ung.
February 11, 2025 at 5:09 PM
Rva Fbaqresnyy qre uvfgbevfpura Irefpuyhrffryhatfzrgubqr, qvr qre ebrzvfpur Sryquree Tnvhf Vhyvhf Pnrfne ibe zrue nyf 2000 Wnuera orahgmgr haq qvr hagre qrz Anzra Pnrfne-Irefpuyhrffryhat orxnaag vfg haq rvar srfgr Pnrfne-Irefpuvrohat hz qervmrua Ohpufgnora ung.
December 11, 2024 at 3:46 PM
Rf vfg jvexyvpu nyyrf rvar Irefpujbrehat.
Velma Dinkley GIF
Alt: Velma aus Scooby-Doo sitzt Zeitung lesend auf einem roten Sofa und sagt: Doesn't anyone care about mystery solving anymore?
media.tenor.com
June 3, 2024 at 2:45 PM
Rf vfg jvexyvpu nyyrf rvar Irefpujbrehat.
www.youtube.com/watch?v=RVAR...
Ukraine Matters please like and subscribe to support the channel.
Ukraine Matters please like and subscribe to support the channel.
Secret Deal Hands Putin VICTORY – World Stunned
YouTube video by Ukraine Matters
www.youtube.com
February 14, 2025 at 1:01 AM
www.youtube.com/watch?v=RVAR...
Ukraine Matters please like and subscribe to support the channel.
Ukraine Matters please like and subscribe to support the channel.
I cannot believe this is a thing. bsky.app/profile/rvar...
December 11, 2024 at 3:53 PM
I cannot believe this is a thing. bsky.app/profile/rvar...
migrated a note about rvars www.tjmahr.com/notes/2025-0...
Serializing rvars with qs2’s qdata
I was surprised by how large a tibble with posterior::rvar() columns became when saved with qs2::qs_save(). The issue seems to be attributes/pointers on the rvar objects. Removing the pointers by conv...
www.tjmahr.com
April 28, 2026 at 3:42 PM
migrated a note about rvars www.tjmahr.com/notes/2025-0...
![conditional and marginal means differing by .02 on the probability/proportion scale
# A tibble: 6 × 2
.conditional .marginal
<rvar[1d]> <rvar[1d]>
1 0.57 ± 0.017 0.57 ± 0.018
2 0.71 ± 0.014 0.69 ± 0.016
3 0.79 ± 0.013 0.78 ± 0.014
4 0.61 ± 0.018 0.60 ± 0.020
5 0.74 ± 0.015 0.72 ± 0.017
6 0.82 ± 0.012 0.80 ± 0.015](https://cdn.bsky.app/img/feed_thumbnail/plain/did:plc:tpgnsvgqsu5b752uud3wmtja/bafkreienmrusxbkekftw3uuwzkq3ai2kmmluq7fr2ikvxizef3pyeinmca)
just making up a roxygen tag called "reviewedBy" to document that i read and possibly edited the function
January 22, 2026 at 8:14 PM
just making up a roxygen tag called "reviewedBy" to document that i read and possibly edited the function
yeah, I end up simulating 1000 new participants on each posterior draw using the random effect covariance matrix to get a population mean on each draw. It used to be scary but posterior::rvar made it super straightforward
no you just:
1. fit a big ol' complicated model that represents as much of the data generating process as you can, then
2. marginalize all that shit into the trash and report means
1. fit a big ol' complicated model that represents as much of the data generating process as you can, then
2. marginalize all that shit into the trash and report means
October 10, 2025 at 2:08 AM
yeah, I end up simulating 1000 new participants on each posterior draw using the random effect covariance matrix to get a population mean on each draw. It used to be scary but posterior::rvar made it super straightforward
marginalizing over random effects with posterior::rvar()s
July 24, 2025 at 8:54 PM
marginalizing over random effects with posterior::rvar()s
bayestestR::describe_posterior() works on rvar columns
July 14, 2025 at 8:52 PM
bayestestR::describe_posterior() works on rvar columns
yeah, i just tested it on a dataframe of rvars
May 12, 2025 at 7:35 PM
yeah, i just tested it on a dataframe of rvars
# W1 is average absolute distance btw order statistics
rvar_wasserstein_w1 <- function(a, b) {
rvar_sort_cols <- function(x) {
posterior::rvar(apply(posterior::draws_of(x), 2, sort))
}
# [... check dim and ndraws of a,b ...]
mean(abs(rvar_sort_cols(a) - rvar_sort_cols(b)))
}
rvar_wasserstein_w1 <- function(a, b) {
rvar_sort_cols <- function(x) {
posterior::rvar(apply(posterior::draws_of(x), 2, sort))
}
# [... check dim and ndraws of a,b ...]
mean(abs(rvar_sort_cols(a) - rvar_sort_cols(b)))
}
April 17, 2025 at 7:57 PM
# W1 is average absolute distance btw order statistics
rvar_wasserstein_w1 <- function(a, b) {
rvar_sort_cols <- function(x) {
posterior::rvar(apply(posterior::draws_of(x), 2, sort))
}
# [... check dim and ndraws of a,b ...]
mean(abs(rvar_sort_cols(a) - rvar_sort_cols(b)))
}
rvar_wasserstein_w1 <- function(a, b) {
rvar_sort_cols <- function(x) {
posterior::rvar(apply(posterior::draws_of(x), 2, sort))
}
# [... check dim and ndraws of a,b ...]
mean(abs(rvar_sort_cols(a) - rvar_sort_cols(b)))
}
-simulate like n=1000 new participants/items/whatever from covariance matrix of random effects to get predictions for a new observation. take the mean of these. this is an estimate of a population average.
- do this for every posterior draw.
- this sounds hard. no, use rvar.
- do this for every posterior draw.
- this sounds hard. no, use rvar.
September 26, 2024 at 7:37 PM
-simulate like n=1000 new participants/items/whatever from covariance matrix of random effects to get predictions for a new observation. take the mean of these. this is an estimate of a population average.
- do this for every posterior draw.
- this sounds hard. no, use rvar.
- do this for every posterior draw.
- this sounds hard. no, use rvar.
@mjskay.com rvar question. does the new matrixOps group here mean that you don't need `%**%`? blog.r-project.org/2024/05/17/g...
Generalizing Support for Functional OOP in R - The R Blog
blog.r-project.org
June 12, 2024 at 8:00 PM
@mjskay.com rvar question. does the new matrixOps group here mean that you don't need `%**%`? blog.r-project.org/2024/05/17/g...