Publications

CODA: convergence diagnosis and output analysis for MCMC

[1st paragraph] At first sight, Bayesian inference with Markov Chain Monte Carlo (MCMC) appears to be straightforward. The user defines a full probability model, perhaps using o...

Clinical Targets for Continuous Glucose Monitoring Data Interpretation: Recommendations From the International Consensus on Time in Range

Improvements in sensor accuracy, greater convenience and ease of use, and expanding reimbursement have led to growing adoption of continuous glucose monitoring (CGM). However, s...

Surviving Sepsis Campaign guidelines for management of severe sepsis and septic shock

OBJECTIVE: In 2003, critical care and infectious disease experts representing 11 international organizations developed management guidelines for severe sepsis and septic shock t...

Convergence Results for Neural Networks via Electrodynamics

We study whether a depth two neural network can learn another depth two network using gradient descent. Assuming a linear output node, we show that the question of whether gradi...

Trust in Organizations: Frontiers of Theory and Research

Whither Trust? - Tom R Tyler and Roderick M Kramer Trust in Organizations - W E Douglas Creed and Raymond E Miles A Conceptual Framework Linking Organizational Forms, Managerial...

Next century challenges

Article Free Access Share on Next century challenges: scalable coordination in sensor networks Authors: Deborah Estrin USC/Information Sciences Institute, 4676 Admiralty Way, Ma...

An overview of data warehousing and OLAP technology

Data warehousing and on-line analytical processing (OLAP) are essential elements of decision support, which has increasingly become a focus of the database industry. Many commer...

Utility of a new procedure for diagnosing mental disorders in primary care. The PRIME-MD 1000 study

<h3>Objective.</h3> —To assess the validity and utility of PRIME-MD (Primary Care Evaluation of Mental Disorders), a new rapid procedure for diagnosing mental disorders by prima...

Molecular, Structural, and Functional Characterization of Alzheimer's Disease: Evidence for a Relationship between Default Activity, Amyloid, and Memory

Alzheimer's disease (AD) and antecedent factors associated with AD were explored using amyloid imaging and unbiased measures of longitudinal atrophy in combination with reanalys...

SARS Control and Psychological Effects of Quarantine, Toronto, Canada

As a transmissible infectious disease, severe acute respiratory syndrome (SARS) was successfully contained globally by instituting widespread quarantine measures. Although these...

Diet Drives Convergence in Gut Microbiome Functions Across Mammalian Phylogeny and Within Humans

The normal range of physiological and metabolic phenotypes has been shaped by coevolution with microbial symbionts.

Numerical integration for polyatomic systems