A set of frameworks for latent variable multivariate regression method is developed. The first two of these frameworks describe the objective functions satisfied by the latent variables chosen in canonical coordinates regression (CCR), reduced rank regression (RRR) and SIMPLS. These frameworks show
✦ LIBER ✦
Latent variable multivariate regression modeling
✍ Scribed by Alison J. Burnham; John F. MacGregor; Román Viveros
- Publisher
- Elsevier Science
- Year
- 1999
- Tongue
- English
- Weight
- 189 KB
- Volume
- 48
- Category
- Article
- ISSN
- 0169-7439
No coin nor oath required. For personal study only.
📜 SIMILAR VOLUMES
Frameworks for latent variable multivari
✍
Alison J. Burnham; Roman Viveros; John F. MacGregor
📂
Article
📅
1996
🏛
John Wiley and Sons
🌐
English
⚖ 909 KB
Process modeling by Bayesian latent vari
✍
Mohamed N. Nounou; Bhavik R. Bakshi; Prem K. Goel; Xiaotong Shen
📂
Article
📅
2002
🏛
American Institute of Chemical Engineers
🌐
English
⚖ 417 KB
Interpretation of latent-variable regres
✍
Olav M. Kvalheim; Terje V. Karstang
📂
Article
📅
1989
🏛
Elsevier Science
🌐
English
⚖ 1016 KB
Interpretation of latent-variable regres
✍
Olav M. Kvalheim; Terje V. Karstang
📂
Article
📅
1989
🏛
Elsevier Science
🌐
English
⚖ 1016 KB
In this work, we show that the projections of the predictors on the normalized regression vectors represent a target rotation with the responses (concentration vectors) as targets. By means of this operation the predictive ability of a latent-variable (LV) regression model and the importance of each
Reverse regression for latent-variable m
✍
David K. Levine
📂
Article
📅
1986
🏛
Elsevier Science
🌐
English
⚖ 127 KB
Interpretation of regression coefficient
✍
Alison J. Burnham; John F. MacGregor; Roman Viveros
📂
Article
📅
2001
🏛
John Wiley and Sons
🌐
English
⚖ 256 KB
👁 2 views