Accounting for decay of linkage disequilibrium in haplotype inference and missing-data imputation.
M. Stephens, P. Scheet
semanticscholar +1 more source
A closed‐loop, data‐driven approach facilitates the exploration of high‐performance Si─Ge─Sn alloys as promising fast‐charging battery anodes. Autonomous electrochemical experimentation using a scanning droplet cell is combined with real‐time optimization to efficiently navigate composition space.
Alexey Sanin +7 more
wiley +1 more source
Bridging the Gap: Missing Data Imputation Methods and Their Effect on Dementia Classification Performance. [PDF]
Aracri F +3 more
europepmc +1 more source
Transmogrified Imputation Algorithm for Clustering Data in Missing Data Imputation
openaire +1 more source
Did the Indian Green Revolution Change the Farm Size–Productivity Relationship?
ABSTRACT We examine the relationship between farm size and productivity during India's Green Revolution, a period of rapid technological transformation. Using a unique panel of over 5000 Indian farm households that spans the Green Revolution (1971–1999), we show that the classic (linear) inverse farm size–productivity relationship gradually evolved ...
Rabail Chandio, Leah E. M. Bevis
wiley +1 more source
Unsupervised data imputation with multiple importance sampling variational autoencoders. [PDF]
Kuang S, Huang Y, Song J.
europepmc +1 more source
Sustainable Productivity Growth in Agriculture: The Role of Shifts in R&D Investments and Technology
ABSTRACT The objective of the paper is to evaluate the long‐term prospects of sustainable productivity growth linked to plausible assumptions on public agricultural R&D investments as the key productivity driver. Second, it investigates the role of changing R&D focus from yield maximization to input saving technologies (fertilizers and pesticides). The
Zuzana Smeets Křístková +4 more
wiley +1 more source
Measuring Nutrition Security Using the Consumer Food Data System Datasets
ABSTRACT Nutrition security is an emerging concept lacking a consensus definition, conceptualization, or standardized measure. This perspectives manuscript synthesizes findings from two previously published analyses to assess the feasibility of using available measures of key dimensions of nutrition security from two Consumer Food Data System (CFDS ...
Vibha Bhargava +2 more
wiley +1 more source
Cafe: Improved Federated Data Imputation by Leveraging Missing Data Heterogeneity. [PDF]
Min S, Asif H, Wang X, Vaidya J.
europepmc +1 more source
The Cost of a Nutritious Diet in Cafeterias: Evidence From US Military Dining Facilities
ABSTRACT Providing nutritious meals in institutional settings with financial constraints, such as military dining facilities, is challenging. The US Department of War (DoW) and US Department of Agriculture (USDA) collaborated to modernize the Basic Daily Food Allowance (BDFA) using an optimization model that incorporates service members' consumption ...
Linlin Fan +8 more
wiley +1 more source

