A nonparametric approach to the analysis of longitudinal data via a set of level crossing problems with application to the analysis of microarray time course experiments

Biostatistics

Volumn 6, Issue 2, 2005, Pages 271-278

  Reilly, Cavan ^a  

^a UNIVERSITY OF MINNESOTA   (United States)

Author keywords

Level crossing problems; Longitudinal analysis; Microarrays; Nonparametric tests; Survival analysis

Indexed keywords

MESSENGER RNA;

ARTICLE; COMPUTER SIMULATION; DNA MICROARRAY; GENETIC TRANSCRIPTION; GENETICS; HUMAN; LONGITUDINAL STUDY; METHODOLOGY; NONPARAMETRIC TEST; STATISTICAL ANALYSIS;

COMPUTER SIMULATION; DATA INTERPRETATION, STATISTICAL; HUMANS; LONGITUDINAL STUDIES; OLIGONUCLEOTIDE ARRAY SEQUENCE ANALYSIS; RNA, MESSENGER; STATISTICS, NONPARAMETRIC; TRANSCRIPTION, GENETIC;

EID: 22144442834     PISSN: 14654644     EISSN: None     Source Type: Journal    
DOI: 10.1093/biostatistics/kxi008     Document Type: Article

References (8)

1. ADLER, R. AND SAMORODNITSKY, G. (1997). Level crossings of absolutely continuous stationary symmetric α-stable processes. Annals of Applied Probability 7, 460-493.
2. BJÖRNHAM, Å. AND LINDGREN, G. (1976). Frequency estimation from crossing of an observed mean level. Biometrika 63, 507-512.
3. FLEISS, J. (1986). The Design and Analysis of Clinical Experiments. New York: Wiley.
4. ILLSLEY, R. (2001). Excursions of a stationary Gaussian process outside a large two-dimensional region. Advances in Applied Probability 33, 141-159.
5. KEDEM, B. (1978). Sufficiency and the number of level crossings by a stationary process. Biometrika 65, 207-210.
6. LEADBETTER, M. AND SPANIOLO, G. (2002). On statistics at level crossings by a stationary process. Statistica Neerlandica 56, 152-164.
7. LINDGREN, G. (1974). Spetral moment estimation by means of level crossings. Biometrika 61, 401-418.
8. RAGHAVAN, A., OGILVIE, R., REILLY, C., ABELSON, M., RAGHAVAN, S., VASDEWANI, J., KRATHWONL, M. AND BOHJANEN, P. (2002). Genome-wide analysis of mRNA decay in resting and activated primary human T lymphocytes. Nucleic Acids Research 30, 5529-5538.