Probability and Statistics for Data Sciences: Math + R + Data
Sign Up to like & getrecommendations! Published in 2019 at "Journal of Quality Technology"
DOI: 10.1080/00224065.2019.1677198
Abstract: The text introduces junior–senior undergraduates or first-year graduate students in data science to the basic probability, statistical concepts, and theory well. The text is designed to tell studen... read more here.
Keywords: statistics data; probability; data sciences; sciences math ... See more keywords
Synthetic minority oversampling of vital statistics data with generative adversarial networks
Sign Up to like & getrecommendations! Published in 2020 at "Journal of the American Medical Informatics Association : JAMIA"
DOI: 10.1093/jamia/ocaa127
Abstract: Abstract Objective Minority oversampling is a standard approach used for adjusting the ratio between the classes on imbalanced data. However, established methods often provide modest improvements in classification performance when applied to data with extremely… read more here.
Keywords: statistics data; generative adversarial; minority oversampling; synthetic minority ... See more keywords
Friends and allies: LGBT+ inclusion in statistics and data science
Sign Up to like & getrecommendations! Published in 2019 at "Significance"
DOI: 10.1111/j.1740-9713.2019.01280.x
Abstract: At a conference last year, Suzanne Thornton, Brittany Green and Emma Benn organised a panel session to share advice and recommendations for making the statistics and data science community more inclusive and supportive of gender… read more here.
Keywords: lgbt inclusion; statistics data; friends allies; data science ... See more keywords