Statistical inference in a two-compartment model for hematopoiesis

Biometrics

Volumn 57, Issue 2, 2001, Pages 546-553

  Catlin, Sandra N ^a   Abkowitz, Janis L ^b   Guttorp, Peter ^c  

^a UNIVERSITY OF NEVADA   (United States)

^b UNIVERSITY OF WASHINGTON SCHOOL OF MEDICINE   (United States)

^c UNIVERSITY OF WASHINGTON   (United States)

Author keywords

Birth death process; Estimating equation; Hidden Markov model; Population process; Stem cell

Indexed keywords

BLOOD; BONE; CYTOLOGY; HIDDEN MARKOV MODELS; PARAMETER ESTIMATION; POPULATION STATISTICS;

BIRTH-DEATH PROCESS; BONE MARROW; ESTIMATING EQUATIONS; HAEMATOPOIESIS; HIDDEN-MARKOV MODELS; POPULATION PROCESS; PROGENITOR CELL; STATISTICAL INFERENCE; STEM-CELL; TWO-COMPARTMENT MODELS;

STEM CELLS;

ANIMAL CELL; ARTICLE; CAT; CELL RENEWAL; COMPARTMENT MODEL; CONTROLLED STUDY; HEMATOPOIESIS; HEMATOPOIETIC STEM CELL; NONHUMAN; PREDICTION; PROBABILITY; VARIANCE;

EID: 0035024676     PISSN: 0006341X     EISSN: None     Source Type: Journal    
DOI: 10.1111/j.0006-341X.2001.00546.x     Document Type: Article

References (16)

1. Abkowitz, J. L., Linenberger, M., Newton, M. A., Shelton, G. H., Ott, R. L., and Guttorp, P. (1990). Evidence for maintenance of hematopoiesis in a large animal by the sequential activation of stem cell clones. Proceedings of the National Academy of Science 87, 9062-9066.
2. Abkowitz, J. L., Persik, M. T., Shelton, G. H., Ott, R. L., Kiklevich, J. V., Catlin, S. N., and Guttorp, P. (1995). The behavior of hematopoietic stem cells in a large animal. Proceedings of the National Academy of Science 92, 2031-2035.
3. Abkowitz, J. L., Catlin, S. N., and Guttorp, P. (1996). Evidence that hematopoiesis may be a stochastic process in vivo. Nature Medicine 2(2), 190-197.
4. Bailey, N. (1964). The Elements of Stochastic Processes with Applications to the Natural Sciences. New York: Wiley.
5. Catlin, S. N. (1997). Statistical inference for partially observed Markov population processes. Ph.D. dissertation, University of Washington, Seattle.
6. Catlin, S. N., Abkowitz, J. L., McCallie, M. T., and Guttorp, P. (2001). Hematopoiesis as a competitive exclusion process. Technical Report 386, Department of Statistics, University of Washington, Seattle.
7. Golde, D. W. (1991). The stem cell. Scientific American 265(6), 86-93.
8. Harris, T. E. (1963). The Theory of Branching Processes. Englewood Cliffs, New Jersey: Prentice-Hall.
9. Künsch, H., Geman, S., and Kehagias, A. (1995). Hidden Markov random fields. Annals of Applied Probability 5, 577-602.
10. Newton, M. A., Guttorp, P., Catlin, S., Assunção, R., and Abkowitz, J. L. (1995). Stochastic modeling of early hematopoiesis. Journal of the Statistical Association of America 90, 1146-1155.
11. Ogawa, M. (1993). Differentiation and proliferation of hematopoietic stem cells. Blood 81, 2844-2853.
12. Puri, P. S. (1968). Interconnected birth and death processes. Journal of Applied Probability 5, 334-349.
13. Renshaw, E. (1976). Spatial population processes. Ph.D. dissertation, University of Edinburgh, Edinburgh, U.K.
14. Renshaw, E. (1991). Modelling Biological Populations in Space and Time. Cambridge: Cambridge University Press.
15. Till, J. E., McCulloch, E. A., and Siminovitch, L. A. (1964). A stochastic model of stem cell proliferation, based on the growth of spleen colony-forming cells. Proceedings of the National Academy of Science, U.S.A. 51, 29-36.
16. van der Vaart, A. W. and Wellner, J. A. (1996). Weak Convergence and Empirical Processes. New York: Springer-Verlag.