scholarly journals Assessment of the Higher‐Order Structure of Formulated Monoclonal Antibody Therapeutics by 2D Methyl Correlated NMR and Principal Component Analysis

2020 ◽  
Vol 100 (1) ◽  
Author(s):  
Luke W. Arbogast ◽  
Frank Delaglio ◽  
Robert G. Brinson ◽  
John P. Marino
Keyword(s):  
Principal Component Analysis ◽  
Monoclonal Antibody ◽  
Principal Component ◽  
Component Analysis ◽  
Higher Order ◽  
Order Structure ◽  
Antibody Therapeutics

scholarly journals Dimensionality Reduction of Dynamic Mesh Animations Using HO-SVD

2013 ◽  
Vol 3 (4) ◽  
pp. 277-289 ◽  
Author(s):  
Michał Romaszewski ◽  
Piotr Gawron ◽  
Sebastian Opozda
Keyword(s):  
Principal Component Analysis ◽  
Singular Value Decomposition ◽  
Dimensionality Reduction ◽  
Principal Component ◽  
Component Analysis ◽  
Higher Order ◽  
Singular Value ◽  
3D Mesh ◽  
Reduction Of Dimensionality ◽  
Value Decomposition

Abstract This work presents an analysis of Higher Order Singular Value Decomposition (HOSVD) applied to reduction of dimensionality of 3D mesh animations. Compression error is measured using three metrics (MSE, Hausdorff, MSDM). Results are compared with a method based on Principal Component Analysis (PCA) and presented on a set of animations with typical mesh deformations.

scholarly journals Enabling adoption of 2D-NMR for the higher order structure assessment of monoclonal antibody therapeutics

mAbs ◽  
2018 ◽  
Vol 11 (1) ◽  
pp. 94-105 ◽  
Author(s):  
Robert G. Brinson ◽  
John P. Marino ◽  
Frank Delaglio ◽  
Luke W. Arbogast ◽  
Ryan M. Evans ◽  
...  
Keyword(s):  
Monoclonal Antibody ◽  
2D Nmr ◽  
Higher Order ◽  
Order Structure ◽  
Antibody Therapeutics ◽  
Structure Assessment

scholarly journals Construct validity of multidimensional personality questionnaire (MPQ)

Psihologija ◽  
2007 ◽  
Vol 40 (2) ◽  
pp. 211-228
Author(s):  
Dusanka Mitrovic ◽  
Snezana Smederevac
Keyword(s):  
Principal Component Analysis ◽  
Factor Structure ◽  
Principal Component ◽  
Component Analysis ◽  
Higher Order ◽  
Negative Emotionality ◽  
Personality Questionnaire ◽  
Reinforcement Sensitivity Theory ◽  
Assumed Similarity ◽  
Multidimensional Personality Questionnaire

The paper presents two studies aimed at the examination of the factor structure of The Multidimensional Personality Questionnaire (MPQ) and joint factor structure of the scales of MPQ and SPSRQ (The Sensitivity to Punishment and Sensitivity to Reward Questionnaire). In the first research conducted on the sample of 1127 participants of both sexes, age 18 to 67, the results of the principal component analysis of the MPQ scales point to the existence of three higher-order dimensions, named General Adaptedness, Psychopathic Tendencies and Negative Emotionality. These dimensions correspond to the dimensions of the Eysenck?s PEN model to the greater extent than they achieve the assumed similarity with the dimensions of the Reinforcement Sensitivity Theory. In the second study conducted on the sample of 199 respondents of both sexes, age 18 to 59, the results of the joint principal component analysis of the MPQ and SPSRQ scales point to the existence of three higher order dimensions, which correspond to the Tellegen?s Positive Emotionality, Negative Emotionality, and Constraint. .

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