Parameter reduction for variability analysis by slice inverse regression method

IET Circuits, Devices and Systems

Volumn 2, Issue 1, 2008, Pages 16-22

  Mitev, A ^a   Marefat, M ^a   Ma, D ^a   Wang, J M ^a  

^a UNIVERSITY OF ARIZONA   (United States)

Author keywords

[No Author keywords available]

Indexed keywords

INTEGRATED CIRCUIT LAYOUT; MATHEMATICAL TRANSFORMATIONS; MATRIX ALGEBRA; PARAMETER ESTIMATION; PROCESS DESIGN; REGRESSION ANALYSIS; SEMICONDUCTOR DEVICE MANUFACTURE;

PARAMETER REDUCTION; TRANSFORMATION MATRIX; VARIABILITY ANALYSIS;

SEMICONDUCTOR DEVICES;

EID: 40349102095     PISSN: 1751858X     EISSN: None     Source Type: Journal    
DOI: 10.1049/iet-cds:20070185     Document Type: Article

References (13)

1. Li, X., Le, J., and Pileggi, L.: et al. ' Projection-based performance modeling for inter/intra-die variations ', Int. Conf. Computer-aided Design (ICCAD), 2005
2. Friedman, J., and Stuetzle, W.: ' Projection pursuit regression ', J. Am. Stat. Assoc., 1981, 76, (376), p. 817-823 0162-1459
3. Singhee, A., and Rutenbar, R.: ' Beyond low-order statistical response surfaces: latent variable regression for efficient, highly nonlinear fitting ', Design Automation Conf. (DAC), 2007
4. Feng, Z., and Li, P.: ' Performance-oriented statistical parameter reduction of parameterized systems via reduced rank regression ', Int. Conf. Computer-aided Design (ICCAD), 2006
5. Li, K.C.: ' Sliced inverse regression for dimension reduction (with discussions) ', J. Am. Stat. Assoc., 1991, 86, p. 316-342 0162-1459
6. Duan, N., and Li, K.C.: ' Slicing regression: a link-free regression method ', Ann. Stat., 1991, 19, p. 505-530
7. Li, K.C.: ' Dimension reduction and data visulaization ', Lecture Notes, http://www.stat.ucla.edu/kcli/
8. Cook, R.D.: ' On the interpretation of regression plots ', J. Am. Stat. Assoc., 1994, 89, p. 177-189 0162-1459
9. Cook, R.D., and Weisberg, S.: ' Discussion of sliced inverse regression ', J. Am. Stat. Assoc., 1991, 86, p. 328-332 0162-1459
10. Chang, H., Zolotov, V., and Narayan, S.: et al. ' Parameterized block-based statisitical timing analysis with non-Gaussian parameters, nonlinear delay functions ', Design Automation Conf. (DAC), 2005
11. Zhan, Y., Strojwas, A., and Li, X.: et al. ' Correlation-aware statistical timing analysis with non-Gaussian delay distributions ', Design Automation Conf. (DAC), 2005
12. Zhang, L., Chen, W., and Hu, Y.: et al. ' Correlation-preserved non-Gaussian statistical timing analysis with quadratic timing model ', Design Automation Conf. (DAC), 2005
13. Khandelwal, V., and Srivastava, A.: ' A general framework for accurate statistical timing analysis considering correlations ', Design Automation Conf. (DAC), 2005