TY - GEN
T1 - Inference for the evolution in series of studies
AU - Areia, Aníbal
AU - Mexia, João T.
AU - Oliveira, Manuela
N1 - Publisher Copyright:
© 2018 Association for Computing Machinery.
PY - 2018/7/15
Y1 - 2018/7/15
N2 - Studies will be matrix triplets (X,Dp,Dn), where the matrix X has a row per object and a column per variable, while Dp and Dn are weight matrices for objects and variables, respectively. Given a series of studies (Xi,Dp,Dn),i=1,…,k, we condense the matrix triplets into the , and use spectral analysis of matrix [] with () to study the series evolution. When we have a series of studies for each treatment of a basis design we carry out an ANOVA-like inference to study the action of the factors in the base design on the evolution of the series associated to the differents treatments.
AB - Studies will be matrix triplets (X,Dp,Dn), where the matrix X has a row per object and a column per variable, while Dp and Dn are weight matrices for objects and variables, respectively. Given a series of studies (Xi,Dp,Dn),i=1,…,k, we condense the matrix triplets into the , and use spectral analysis of matrix [] with () to study the series evolution. When we have a series of studies for each treatment of a basis design we carry out an ANOVA-like inference to study the action of the factors in the base design on the evolution of the series associated to the differents treatments.
KW - ANOVA
KW - Inference
KW - STATIS
UR - http://www.scopus.com/inward/record.url?scp=85058164951&partnerID=8YFLogxK
U2 - 10.1145/3274250.3274259
DO - 10.1145/3274250.3274259
M3 - Conference contribution
AN - SCOPUS:85058164951
T3 - ICoMS: International Conference on Mathematics and Statistics
SP - 55
EP - 58
BT - 2018 International Conference on Mathematics and Statistics, ICoMS 2018
PB - ACM - Association for Computing Machinery
CY - New York
T2 - 2018 International Conference on Mathematics and Statistics, ICoMS 2018
Y2 - 15 July 2018 through 17 July 2018
ER -