Factorial effects, random blocks, and longitudinal data: Two simple analysis methods

Journal of Quality Technology

Volumn 40, Issue 1, 2008, Pages 97-108

  Engel, J ^a,b  

^a Centre for Quantitative Methods ^*  (Netherlands)

^b Centre for Quantitative Methods

Author keywords

Blocked designs; Derived variables analysis; Longitudinal data; Mixed model; Statistical modeling

Indexed keywords

INDUSTRIAL MANAGEMENT; LINEAR SYSTEMS; PARAMETER ESTIMATION; PROBLEM SOLVING;

BLOCKED DESIGNS; DERIVED VARIABLES ANALYSIS; LONGITUDINAL DATA; MIXED MODELS; STATISTICAL MODELING;

OPERATIONS RESEARCH;

EID: 39449084707     PISSN: 00224065     EISSN: None     Source Type: Journal    
DOI: 10.1080/00224065.2008.11917715     Document Type: Article

References (13)

1. k-p × s Prototype Experiments". Technometrics 39, pp. 52-62.
2. BJERKE, F.; AASTVEIT, A. H.; STROUP, W. W.; KIRKHUS, B.; and NAES, T. (2004). "Design and Analysis of Storing Experiments: A Cease Study". Quality Engineering 16, pp. 591-611.
3. BRUMBACK, B. A. and RICE, J. A. (1998). "Smoothing Spline Models for the Analysis of Nested and Crossed Samples of Curves". Journal of the American Statistical Association 93, pp. 961-994.
4. IGGLE, P.J.; LIANG, K.Y.; and ZEGER, S. L. (1994). Analysis of Longitudinal Data. Clarendon, Oxford.
5. FAN, J. and ZHANG, J. T. (2000). "Two-Step Estimation of Functional Linear Models with Applications to Longitudinal Data". Journal of the Royal Statistical Society, Series B 62, pp. 303-322.
6. FARAWAY, J. J. (1997). "Regression Aanalysis for a Functional Response". Technometrics 39, pp. 254-261.
7. GRAYBILL, F. A. (1976). Theory and Application of the Linear Model. North Scituate, Duxbury, MA.
8. GROVE, D. M.; WOODS, D. C.; and LEWIS, S. M. (2004). "Multifactor B-Spline Mixed Models in Designed Experiments for the Engine Mapping Problem". Journal of Quality Technology 36, pp. 380-391.
9. HASTIE, T. and TIBSHIRANI, R. (1990). Generalized Additive Models. Chapman & Hall, New York, NY.
10. OLENBERGHS, G. and VERBERE, G. (2001). "A Review on Linear Mixed Models for Longitudinal Data, Possibly Subject to Dropout". Statistical modeling 1, pp. 235-269.
11. ONTGOMERY, D. C. (2001). Design and Analysis of Experiments, 5th edition. John Wiley & Sons, New York, NY.
12. SCHEPFÉ, H. (1959). The Analysis of Variance. John Wiley & Sons, New York, NY.
13. WALKER, E. and WRIGHT, S. P. (2002). "Comparing Curves Using Additive Models". Journal of Quality Technology 34, pp. 118-129.