Alexander Franks
Alexander Franks
Department of Statistics and Applied Probability, University of California Santa Barbara
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Reversible, specific, active aggregates of endogenous proteins assemble upon heat stress
EWJ Wallace, JL Kear-Scott, EV Pilipenko, MH Schwartz, PR Laskowski, ...
Cell 162 (6), 1286-1298, 2015
Accounting for experimental noise reveals that mRNA levels, amplified by post-transcriptional processes, largely determine steady-state protein levels in yeast
G Csárdi, A Franks, DS Choi, EM Airoldi, DA Drummond
PLoS genetics 11 (5), e1005206, 2015
Characterizing the spatial structure of defensive skill in professional basketball
A Franks, A Miller, L Bornn, K Goldsberry
The Annals of Applied Statistics 9 (1), 94-121, 2015
Post-transcriptional regulation across human tissues
A Franks, E Airoldi, N Slavov
PLoS computational biology 13 (5), e1005535, 2017
Counterpoints: Advanced defensive metrics for nba basketball
A Franks, A Miller, L Bornn, K Goldsberry
9th Annual MIT Sloan Sports Analytics Conference, Boston, MA, 2015
The companion dog as a model for human aging and mortality
JM Hoffman, KE Creevy, A Franks, DG O'Neill, DEL Promislow
Aging Cell 17 (3), e12737, 2018
A mixture-of-modelers approach to forecasting NCAA tournament outcomes
LH Yuan, A Liu, A Yeh, A Kaufman, A Reece, P Bull, A Franks, S Wang, ...
Journal of Quantitative Analysis in Sports 11 (1), 13-27, 2015
Meta-analytics: tools for understanding the statistical properties of sports metrics
AM Franks, A D’Amour, D Cervone, L Bornn
Journal of Quantitative Analysis in Sports 12 (4), 151-165, 2016
Flexible sensitivity analysis for observational studies without observable implications
AM Franks, A D’Amour, A Feller
Journal of the American Statistical Association, 1-33, 2019
Estimating a structured covariance matrix from multilab measurements in high-throughput biology
AM Franks, G Csárdi, DA Drummond, EM Airoldi
Journal of the American Statistical Association 110 (509), 27-44, 2015
DART-ID increases single-cell proteome coverage
AT Chen, A Franks, N Slavov
PLoS computational biology 15 (7), e1007082, 2019
Shared Subspace Models for Multi-Group Covariance Estimation.
AM Franks, P Hoff
Journal of Machine Learning Research 20 (171), 1-37, 2019
Non-standard conditionally specified models for non-ignorable missing data
AM Franks, EM Airoldi, DB Rubin
arXiv preprint arXiv:1603.06045, 2016
Studying basketball through the lens of player tracking data
L Bornn, D Cervone, A Franks, A Miller
Handbook of statistical methods and analyses in sports, 261-286, 2017
A Solution to the Challenge of Optimization on''Golf-Course''-Like Fitness Landscapes
HPM Melo, A Franks, AA Moreira, D Diermeier, JS Andrade Jr, ...
PloS one 8 (11), e78401, 2013
Modeling player and team performance in basketball
Z Terner, A Franks
arXiv preprint arXiv:2007.10550, 2020
Refining cellular pathway models using an ensemble of heterogeneous data sources
AM Franks, F Markowetz, EM Airoldi
The Annals of Applied Statistics 12 (3), 1361-1384, 2018
Testing the adaptive value of sporulation in budding yeast using experimental evolution
KM Thomasson, A Franks, H Teotónio, SR Proulx
bioRxiv, 2020
Quantifying Sources of Variation in High-throughput Biology
AM Franks
An Efficient Image Search Algorithm For Object Feature Identification in Biological Vision
A Franks
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