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Data Science ARES

Data Science ARES

Clinical Prediction Models – Signal or Noise? A Case of Heart Failure

April 29, 2024

Speakers:

Larissa Stanberry

Medical field is abuzz with artificial intelligence, that is disrupting health care by transforming its many aspects from image analysis and drug d

A Fair Price to Pay: Exploiting Causal Graphs for Fairness in Insurance

April 22, 2024

Speakers:

Marie-Pier Côté

In many jurisdictions, insurance companies must not discriminate on some given policyholder characteristics.

More than Methods: Preparing Students for Data-Driven Work Outside the Classroom

April 8, 2024

Speakers:

Maria Tackett

As data have become more prevalent in many fields, it is imperative that undergraduate students are equipped with the skills necessary for data-dri

The State of Play of Reproducibility in Statistics: An Update

March 25, 2024

Speakers:

Ivor Cribben

Reproducibility, the ability to reproduce the results of published papers or studies using their computer code and data, is a cornerstone of reliab

How Automated Testing Works, and When to Use It

February 5, 2024

Speakers:

Caroline Lemieux

As software becomes increasingly pervasive throughout all different aspects of our society, the consequences of software bugs (inconsistencies betw

Searching for New Phenomena with Likelihood Ratio Tests: An Overview of Non-Standard Scenarios

January 29, 2024

Speakers:

Sara Algeri

The likelihood ratio test is a standard statistical tool widely used to perform tests of hypotheses.

Statistical Practice and Research at NASA

January 22, 2024

Speakers:

Peter A. Parker

The discipline of statistics has gained recognition within NASA by spurring innovation and efficiency, and it has demonstrated significant impact a

Uncertainty Quantification for Remote Sensing Data

January 15, 2024

Speakers:

Amy Braverman

Remote sensing data sets produced by NASA and other space agencies are a vast resource for the study of climate change and the physical processes w

An Overview of Undergraduate Bayesian Education

December 11, 2023

Speakers:

Mine Dogucu

Bayesian statistics is becoming more common in scientific practice and workforce.

Leveraging Problem Structure to Improve Feature Recommendations in Biomedical Research

November 27, 2023

Speakers:

Ana Kenney

Random forests (RF) have been shown to achieve high prediction accuracy and more precisely capture the underlying data-generating mechanisms in man

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