StanConnect 2021: Call for Session Proposals

Back in February it was decided that this year’s StanCon would be a series of virtual mini-symposia with different organizers instead of a single all-day event. Today the Stan Governing Body (SGB) announced that submissions are now open for anyone to propose organizing a session. Here’s the announcement from the SGB on the Stan forums: 

Following up on our previous announcement, the SGB is excited to announce a formal call for proposals for StanConnect 2021.

StanConnect is a virtual miniseries that will consist of several 3-hour meetings/mini-symposia. You can think of each meeting as a kind of organized conference “session.”

  • Anyone can feel free to organize a StanConnect meeting as a “Session Chair”. Simply download the proposal form as a docx, fill it out, and submit to SGB via email ([email protected]) by April 26, 2021 (New York) . The meeting must be scheduled for sometime this year after June 1.
  • The talks must involve Stan and be focused around a subject/topic theme. E.g. “Spatial models in Ecology via Stan”.
  • You will see that though we provide a few “templates” for how to structure a StanConnect meeting, we are trying to avoid being overly prescriptive. Rather, we are giving Session Chairs freedom to invite speakers related to their theme and structure the 3-hr meeting as they see fit.
  • If you have any questions, please feel free to post here.

I wasn’t involved in the decision to change the format but I really like the idea of a virtual miniseries. I thought the full day StanCon 2020 was great, but one nearly 24-hour global virtual conference feels like enough. And hopefully having a bunch of separately organized events will give more people a chance to get involved with Stan, either as an organizer, speaker, or attendee. 

StanCon 2020 is on Thursday!

For all that registered for the conference, THANK YOU! We, the organizers, are truly moved by how global and inclusive the community has become.

We are currently at 230 registrants from 33 countries. And 25 scholarships were provided to people in 12 countries.

Please join us. Registration is $50. We have scholarships still available (more info on the registration page).

Updates

  • Videos for contributed talks and developer talks are online! Register now and you’ll be sent a password.
  • Our plenary speakers have all been confirmed (these will happen live at StanCon):
    • Seth Flaxman; Imperial College, London; “Hierarchical Models for Covid – identifying effects of lockdown and an R package”
    • Moriba Jah; Oden Institute for Computational Engineering & Sciences; “Multi-Source Information Modeling, Curation, and Fusion Enabling Transdisciplinary Decision-Making: A Case for Space!”
    • David Shor; “STAN and US Politics”
  • Thank you to our sponsors, Metrum Research Group and Jumping Rivers!
  • We’ve increased the number of scholarships and they are still available!

If you’re on the fence about whether to attend, we’ve done our best to bring out what makes StanCon special: the Stan Community. For a few hours, you get to spend time with Stan users and developers from around the world, sitting at tables discussing things that you’d discuss at StanCon.

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StanCon 2020 program is now online!

This year’s Stan Conference is on August 13, 2020 (next Thursday)! The program has been finalized and is online. So far, we’re at 89 registrants spanning across 17 countries!

Registration is $50, which includes swag. There are scholarships available for those that need financial support. If you’re a Stan developer, there’s a discount (see the forums).

Our vision for this year’s conference:

  • All virtual.
    We’re trying our best to enable the interactions at StanCon that make the event special. We’re using a service, Remo, that has tables where people can gather around and chat.
  • Global and inclusive.
    There are 3 sessions that last 2-3 hours that are spaced 8 hours apart. Each session has its own plenary speaker and six discussions (total: 3 plenaries, 18 contributed talks, and 4 developer talks). One of the contributed talks will be recorded in 6 languages (English, Catalan, Spanish, Hindi, French, Finnish)!
  • The format.
    All contributed talks will be distributed and available prior to the conference. For each contributed talk, there will be a 10 minute live Q&A with the presenter and a discussant. During the conference, we’re debuting the plenary talks and developer talks.

Thank you to Metrum Research Group for being our first sponsor!
If you’d like to sponsor StanCon, please email [email protected]. Sponsorship goes towards scholarships and the cost of running the conference.

StanCon 2020 registration is live!

Dear Stan Community, 

The StanCon Organizing Committee is glad to communicate the registration for the virtual StanCon 2020 is now live. Please visit the registration page (see: https://stancon.mc-stan.org/) to purchase your tickets. 

The conference will be a 24-hours event with three main sessions spanning across different time zones (British Summer Time, Eastern Time and Pacific Time) and the purchase of the ticket will include: 

  • Attendance to all three sessions (there will be no parallel sessions). 
  • Swag delivered to your specified address. 
  • Virtual network and poster sessions.

Scholarships will be made available for members of the community needing financial support to cover the cost of the tickets. For details on scholarship applications please visit the registration website.

Once registered, you will receive details and links on how to access the conference platform we will be using for the virtual event. There will be no need to download a conference app, however we do encourage to use either Chrome or Mozilla as these browsers have better support for the conference platform. 

A detailed list of the speakers and sessions will be posted on July 30th on the registration site. The live discussions will cover applied topics using Stan, new packages and extensions, visualizations in the context of Bayesian analysis and updates on the from key contributors. 

Finally, if you wish to support Stan, consider donating to the project to continue supporting our development team and technical services. Your donation is tax-deductible and you can donate here

Thank you and we look forward to seeing you at StanCon!

 

Thank you everyone,

Kelli, Simon, Daniel and Sue.

Stan Conference Organizing Committee

StanCon 2020: August 11-14. Registration now open!

The 5th Stan Conference will be at Oregon State University on August 11-14, 2020. Register here: https://stancon2020.eventbrite.com

The four-day event will be two days of tutorials and two days of talks, open discussions, and statistical modeling. Up-to-date information can be found at https://mc-stan.org/events/stancon2020.

Registration Fees

Registration fees cover the entire 4-day conference. This includes coffee and lunch and a conference dinner on Wednesday night.

Early Registration (rates go up May 1, 2020)

  • Student: $150
  • Academic: $300
  • Industry: $450

Register here: https://stancon2020.eventbrite.com

Invited Speakers

We are pleased to have Dr. Elizabeth M. Wolkovich. Second speaker to be announced.

Tutorials

Basics of Bayesian inference and Stan. August 11-12 all day.

Instructor Jonah Gabry.

Description:

We will review some of the foundational concepts in Bayesian statistics that are essential background for anyone interested in using Bayesian methods in practice. Then we will introduce the Stan language and the recommended workflow for applied Bayesian data analysis by working through an example analysis together. Since we only have 2 days for this tutorial it will be beneficial for participants to have at least some previous experience with statistical modeling, but prior experience fitting Bayesian models is not a requirement. We will be interfacing with Stan from R, but users of Python and other languages/platforms can still benefit from the tutorial as all of the code we write in the Stan language (and all of the modeling techniques and concepts covered) can be used with any of the Stan interfaces.

Additional Tutorials

More tutorials to be announced.

Call for proposals

We are seeking proposals for:

  1. tutorials: either half-day or full-day
  2. thematic sessions: half-day sessions of talks in a single theme
  3. contributed talks
  4. posters

Please see https://mc-stan.org/events/stancon2020 for more details.

Organizers:

  • Susana Marquez. The Rockefeller Foundation.
  • Eric J. Ward. Northwest Fisheries Science Center (NOAA).
  • Debashis Mondal. Statistics Department. Oregon State University.
  • Yi Zhang. Metrum Research Group.
  • Daniel Lee. Generable.

StanCon 2019: 20–23 August, Cambridge, UK

It’s official. This year’s StanCon is in Cambridge. For details, see

What can you expect?

There will be two days of tutorials at all levels and two days of invited and submitted talks.

The previous three StanCons (NYC 2017, Asilomar 2018, Helsinki 2018) were wonderful experiences for both their content and their collegial nature. StanCon is ridiculously interdisciplinary, cutting across science, engineering, finance, education, government, and sports (check out the previous lineups). It also brings a balanced mix of academic and industrial attendees and speakers.

Propose a tutorial or submit a paper

There’s still time to propose a tutorial or submit an abstract for a talk or poster. This year’s process for submitting abstracts is streamlined from previous StanCons.

Early registration

Early registration (at 33% savings) ends May 15, 2019.

About Cambridge

In terms of scenery, I’ll say no more than that Cambridge University is where they filmed Hogwarts.

It’s also steeped in real history. The university has had professors like Isaac Newton and has yielded software like BUGS. It also has a famous river with infamously precarious boats. It’s England, so there are great pubs.

If you’ve got ’em, wear ’em

Speaking of Harry Potter, it appears from the home page link above that the banquet’s going to be full Georgian Gothic in the King’s College Dining Hall. If you happen to own an academic gown (or a cosplay version thereof), this seems like the venue (just kidding—you might be the only one!).

StanCon 2018 Live Stream — bad news…. not enough bandwidth

Breaking news: no live stream. We’re recording, so we’ll put the videos online after the fact.

We don’t have enough bandwidth to live stream today.

 

 


 

StanCon 2018 starts today! We’re going to try our best to live stream the event on YouTube.

We have the same video setup as last year, but may be limited by internet bandwidth here at Asilomar.

If we’re up, we will these YouTube events on the Stan YouTube Channel (all times Pacific):

 

StanCon is next week, Jan 10-12, 2018

It looks pretty cool!

Wednesday, Jan 10

Invited Talk: Predictive information criteria in hierarchical Bayesian models for clustered data. Sophia Rabe-Hesketh and Daniel Furr (U California, Berkely) 10:40-11:30am

Does the New York City Police Department rely on quotas? Jonathan Auerbach (Columbia U) 11:30-11:50am

Bayesian estimation of mechanical elastic constants. Ben Bales, Brent Goodlet, Tresa Pollock, Linda Petzold (UC Santa Barbara) 11:50am-12:10pm

Joint longitudinal and time-to-event models via Stan. Sam Brilleman, Michael Crowther, Margarita Moreno-Betancur, Jacqueline Buros Novik, Rory Wolfe (Monash U, Columbia U) 12:10-12:30pm
Lunch 12:30-2:00pm

ScalaStan. Joe Wingbermuehle (Cibo Technologies) 2:00-2:20pm
A tutorial on Hidden Markov Models using Stan. Luis Damiano, Brian Peterson, Michael Weylandt 2:20-2:40pm

Student Ornstein-Uhlenbeck models served three ways (with applications for population dynamics data). Aaron Goodman (Stanford U) 2:40-3:00pm

SlicStan: a blockless Stan-like language. Maria I. Gorinova, Andrew D. Gordon, Charles Sutton (U of Edinburgh) 3:00-3:20pm
Break 3:20-4:00pm

Invited Talk: Talia Weiss (MIT) 4:00-4:50pm

Thursday, Jan 11

Invited Talk: Sean Taylor and Ben Letham (Facebook) 10:40-11:30am

NPCompare: a package for nonparametric density estimation and two populations comparison built on top of PyStan. Marco Inacio (U of São Paulo/UFSCar) 11:30-11:50am

Introducing idealstan, an R package for ideal point modeling with Stan. Robert Kubinec (U of Virginia) 11:50am-12:10pm

A brief history of Stan. Daniel Lee (Generable) 12:10-12:30pm
Lunch 12:30-1:30pm

Computing steady states with Stan’s nonlinear algebraic solver. Charles C. Margossian (Metrum, Columbia U) 1:30-1:50pm

Flexible modeling of Alzheimer’s disease progression with I-Splines. Arya A. Pourzanjani, Benjamin B. Bales, Linda R. Petzold, Michael Harrington (UC Santa Barbara) 1:50-2:10pm

Intrinsic Auto-Regressive (ICAR) Models for Spatial Data, Mitzi Morris (Columbia U) 2:10-2:30pm

Modeling/Data Session + Classes 2:30-4:10pm

Open session for consultations on modeling and data problems with Stan developers and modelers. 2:30-4:10pm

Session 3 of Intro to Stan 2:30-4:10pm

2:30-3:30pm Have I converged successfully? How to verify fit and diagnose fit problems, Bob Carpenter

What is new to Stan 3:30-4:10pm

Invited Talk: Manuel Rivas (Stanford U) 4:00-4:50pm

Friday, Jan 12

Invited Talk: Susan Holmes (Stanford U) 10:40-11:30am

Aggregate random coefficients logit — a generative approach. Jim Savage, Shoshana Vasserman 11:30-11:50am

The threshold test: Testing for racial bias in vehicle searches by police. Camelia Simoiu, Sam Corbett-Davies, Sharad Goel, Emma Pierson (Stanford U) 11:50am-12:10pm

Assessing the safety of Rosiglitazone for the treatment of type II diabetes. Konstantinos Vamvourellis, K. Kalogeropoulos, L. Phillips (London School of Economics and Political Science) 12:10-12:30pm
Lunch 12:30-1:30pm

Causal inference with the g-formula in Stan. Leah Comment (Harvard U) 1:30-1:50pm
Bayesian estimation of ETAS models with Rstan. Fausto Fabian Crespo Fernandez (Universidad San Francisco de Quito) 1:50-2:10pm

Invited Talk: Andrew Gelman 2:10-3:00 (Columbia U) (virtual)

Classes/Tutorials

We have tutorials that start at the crack of 8am for those desiring further edification beyond the program—these do not run in parallel to the main session but do run parallel to each other:

Introduction to Stan: Know how to program? Know basic statistics? Curious about Bayesian analysis and Stan? This is the course for you. Hands on, focused and an excellent way to get started working in Stan. Two hours every day, 6 hours total. Jonah Sol Gabry.

Executive decision making the Bayesian way: This is for non-technical managers and technical folks who need to communicate with managers to learn the core of decision making under uncertainty. One hour every day. Jonathan Auerbach, Breck Baldwin, Eric Novik.

Advanced Hierarchical Models in Stan: The hard stuff. Very interactive, very intense. Topics vary by day. Ben Goodrich.

Model assessment, model selection and inference after model selection. Aki Vehtari.

How to develop for Stan at the C++ level: Overview of Stan C++ architecture and build/development process for contributors. Charles Christopher Margossian.

[edited by Aki: added Model selection tutorial]

StanCon2018 Early Registration ends Nov 10

StanCon is happening at the beautiful Asilomar conference facility at the beach in Monterey California for three days starting January 10, 2018. We have space for 200 souls and this will sell out.

If you don’t already know, Stan is the rising star of probabilistic modeling with Bayesian analysis. If you do statistics, machine learning or data science then you need to know about Stan.

StanCon offers a full schedule of invited talks, submitted papers, and tutorials unavailable in any other format. Balancing the intellectual intensity of cutting edge statistical modeling are fun activities like indoor R/C airplane building/flying/designing and non-snobby blind wine tasting for after dinner activities. We will have the first ever “wear your poster” reception–see the call for posters below. And no parallel sessions–you get the entire StanCon2018, not a slice.

Go to http://mc-stan.org/events/stancon2018 and register.

Invited Talks

  • Andrew Gelman
    Department of Statistics and Political Science, Columbia University
  • Susan Holmes
    Department of Statistics, Stanford University
  • Frank Harrell, Jr.
    School of Medicine and Department of Biostatistics, Vanderbilt University
  • Sophia Rabe-Hesketh
    Educational Statistics and Biostatistics, University of California, Berkeley
  • Sean Taylor and Ben Letham
    Facebook Core Data Science
  • Manuel Rivas
    Department of Biomedical Data Science, Stanford University
  • Talia Weiss
    Department of Physics, Massachusetts Institute of Technology

These rock stars have agreed to leave their entourages, groupies and bad habits at home and will start their shows talks on time and leave you wanting more.

Submitted talks:

We have 18 accepted talks ranging from public policy viewed through Bayesian analysis to painful theory papers. And we have Facebook, and space people from NASA. Talks are self-contained knitr or Jupyter notebooks that will be made publicly available after the conference.

Tutorials

We have tutorials that start at the crack of 8am for those desiring further edification beyond the awesome program. Total time ranges from 6 hours to 1 hour depending on topic—these will be parallel but don’t conflict with the main conference.

  • Introduction to Stan
    Know how to program? Know basic statistics? Curious about Bayesian analysis and Stan? This is the course for you. Hands on, focused and an excellent way to get started working in Stan. 2 hours every morning 8am to 10am.
  • Executive decision making the Bayesian way
    This is for nontechnical managers to learn the core of decision making under uncertainty and how to interpret the talks that they will be attending the rest of the day. 1 hour/day every day.
  • Advanced Modeling in Stan
    The hard stuff led by the best of the best. Very interactive, very intense. Varying topics, every day 1-2 hours.

Poster call for participation

We will take poster submissions on a rolling basis until December 5th. One page exclusive of references is the desired format but anything that gives us enough information to make a decision is fine. We will accept/reject within 48 hours. Send to [email protected].

The only somewhat odd requirement is that your poster must be “wearable” to the 5pm reception where you will be a walking presentation. Great way to network, signboard supplies will be available so you need only have sheets of paper which can be attached to signboard material which coincidentally will be the source airframe material for the R/C airplane activities following dinner.

Fun Stuff

Learning is fun but we anticipate that blowing off a little steam will be called for.

  • R/C Airplanes
    After dinner on day 1 we will provide designs and building materials to create your own R/C airplane. The core design can be scratch built in 90 minutes or less at which point, and weather dependent, we will learn to fly our planes indoors or outdoors. See http://brooklynaerodrome.com for an idea of the style of airplane. You can also create your own designs and we will have night illumination gear.
  • Snob-free Blind Wine Tasting
    By day 2 you will have gotten to know your fellow attendees so some social adventure is called for. This activity has proved wildly successful at DARPA conferences and they invented the internet so it can’t be all bad. Participants taste wines without knowing what they are.
    That’s it! StanCon2018 is going to be a pressure cooker of learning and fun. Don’t miss it.

Early registration

Early bird registration ends 10 November 2017.

Go to http://mc-stan.org/events/stancon2018 and register.

 

StanCon Organizing Committee

StanCon: now accepting registrations and submissions

stancon2017_logo

As we announced here a few weeks ago, the first Stan conference will be Saturday, January 21, 2017 at Columbia University in New York. We are now accepting both conference registrations and submissions. Full details are available at StanCon page on the Stan website. If you have any questions please let us know and we hope to see you in NYC this January!

Here are the links for registration and submissions:

Registration

Anyone using or interested in Stan is welcome to register for the conference. To register for StanCon please visit the StanCon registration page.

Submissions

StanCon’s version of conference proceedings will be a collection of contributed talks based on interactive, self-contained notebooks (e.g., knitr, R Markdown, Jupyter, etc.). Submissions will be peer reviewed by the StanCon organizers and all accepted notebooks will be published in an official StanCon repository. If your submission is accepted we may also ask you to present during one of the StanCon sessions.

For details on submissions please visit the StanCon submissions page.


P.S. Stay tuned for an announcement about several Stan and Bayesian inference courses we will be offering in the days leading up to the conference.

StanCon is coming! Sat, 1/21/2017

[Update: There’s a more recent post with the schedule.]

 

Save the date! The first Stan conference is going to be in NYC in January. Registration will open at the end of September.

 

When:

Saturday, January 21, 2017

9 am – 5 pm

 

Where:

Davis Auditorium, Columbia University

530 West 120th Street

4th floor (campus level), room 412

New York, NY 10027

 

Registration:

Registration will open at the end of September.

 

Early registration (on or before December 20, 2016):

– Student: $50

– Academic: $100

– Industry: $200

This will include coffee, lunch, and some swag.

 

Late Registration (December 21, 2016 and on):

– Student: $75

– Academic: $150

– Industry: $300

This will include coffee and lunch. Probably won’t get swag.

 

Contributed talks:

We’re looking for contributed talks. We will start accepting submissions at the end of September.

The contributed talks at StanCon will be based on interactive, self-contained notebooks, such as knitr or Jupyter, that will also take the place of proceedings.  For example, you might demonstrate a novel modeling technique or a simplified version of a novel application. Each submission should include the notebook and separate files containing the Stan program, data, initializations if used, and a permissive license for everything such as CC BY 4.0.

 

Tentative Schedule:

8:00- 9:00 Registration / Coffee / Breakfast

9:00 – 9:20 Opening remarks

9:20 – 10:30 Session 1

10:30 – 11:00 Coffee break

11:00 – 12:30 Session 2

12:30 – 2:00 Lunch

2:00 – 3:15 Session 3

3:15 – 3:45 Coffee break

3:45 – 5:00 Session 4

 

Sponsorship:

We are looking for some sponsorship to either defer costs or provide travel assistance. Please email [email protected] for more information.

 

Organizers:

Michael Betancourt (Columbia University)

Tamara Broderick (MIT)

Jonah Gabry (Columbia University)

Andrew Gelman (Columbia University)

Ben Goodrich (Columbia University)

Daniel Lee (Columbia University)

Eric Novik (Stan Group Inc)

Lizzie Wolkovich (Harvard University)