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A Statistician's View

From Model Accuracy to Data Reliability: A Practical Framework for ML Teams 

July 1, 2026 Leave a Comment

A graphical concept of machine learning.

Praveen Gupta Sanka discusses the Data Reliability Score, a framework developed with Vidya Sagar Minukuri. She says, “The idea is simple: As machine learning teams use quantitative metrics to decide whether a model is ready for deployment, they should also use quantitative metrics to decide whether the data is reliable enough to support that decision.”

A Statistician Is Not a Wrench! (An Allegory)

June 1, 2026 Leave a Comment

A drawing of a wrench

Nancy Geller, former ASA president, uses an allegory to tackle a frustration many statisticians know all too well: being called in after the data is collected.

From Participation to Impact: Advancing Statistical Capacity in Africa

June 1, 2026 Leave a Comment

map of Africa

Since its launch in 2014, the African International Conference on Statistics has grown into a continent-wide conference.

The Empty Seat: A Commentary on the Absence of Black African Statisticians at the African International Conferences on Statistics (2014–2025)

June 1, 2026 Leave a Comment

rows of empty seats

Saralees Nadarajah and Samuel Manda examine a troubling pattern at the African International Conferences on Statistics from 2014 to 2025.

Preparing a Confident Workforce: Starting Courses with a Meet-and-Greet

March 2, 2026 Leave a Comment

Jaya M. Satagopan, professor of biostatistics at the Rutgers School of Public Health, shares a simple intentional strategy to ensure students are emotionally ready to engage in her biostatistics course.

A Case Study in Publication Practices: Full House Modeling 

November 3, 2025 Leave a Comment

Daniel J. Eck responds to David Banks’ earlier A Statistician’s View piece.

A Call for Thought

September 2, 2025 7 Comments

Covers of JASA

In this month’s Statistician’s View, David Banks of Duke University challenges the statistical community to take a hard look at our publication practices.

Statistician’s View: The Power of Collaboration in Statistics

May 1, 2025 Leave a Comment

I think Nick Beyler’s best sentence comes at the very end of his February 2025 STATtr@k column, says Barry Nussbaum. “Want to collaborate on something?” That’s the key to all our statistical work. To have impact, we use our talents as part of a team.

Statistician’s View: A Follow-Up to Gang Xie’s Practicing Statistician’s Plea

February 3, 2025 Leave a Comment

Jonathan Shuster offers a commendation and response to Professor Gang Xie for his editorial, “A Practicing Statistician’s Plea.”

A Practicing Statistician’s Plea

December 2, 2024 3 Comments

Gang (John) Xie from Charles Sturt University, Australia, shares a compelling call to action for statisticians and researchers to address a critical issue in scientific research: the disconnect between statistical theory and its real-world application.

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