M. R. Nelson, S. L. Kardia, R. E. Ferrell, and C. F. Sing, A combinatorial partitioning method to identify multilocus genotypic partitions that predict quantitative trait variation, Genome Res, vol.11, pp.458-470, 2001.

M. D. Ritchie, L. W. Hahn, N. Roodi, L. R. Bailey, and W. D. Dupont, Multifactordimensionality reduction reveals high-order interactions among estrogen-metabolism genes in sporadic breast cancer, Am J Hum Genet, vol.69, pp.138-147, 2001.

B. A. Mckinney, D. M. Reif, M. D. Ritchie, and J. H. Moore, Machine learning for detecting gene-gene interactions: a review, Appl Bioinformatics, vol.5, pp.77-88, 2006.

H. J. Cordell, Detecting gene-gene interactions that underlie human diseases, Nat Rev Genet, vol.10, pp.392-404, 2009.

L. Breiman, J. Friedman, C. J. Stone, and R. A. Olshen, Classification and Regression Trees Chapman and Hall, 1984.

L. Breiman, Random Forests, Machine Learning, vol.45, pp.5-32, 2001.

J. F. Trape, C. Rogier, L. Konate, N. Diagne, and H. Bouganali, The Dielmo project: a longitudinal study of natural malaria infection and the mechanisms of protective immunity in a community living in a holoendemic area of Senegal, Am J Trop Med Hyg, vol.51, pp.123-137, 1994.

C. Rogier, A. Tall, N. Diagne, D. Fontenille, and A. Spiegel, Plasmodium falciparum clinical malaria: lessons from longitudinal studies in Senegal, Parassitologia, vol.41, pp.255-259, 1999.

V. Calcagno and C. D. Mazancourt, glmulti: An R Package for Easy Automated Model Selection with (Generalized) Linear Models, Journal of Statistical Software, vol.34, pp.1-29, 2010.

A. Sakuntabhai, R. Ndiaye, I. Casademont, C. Peerapittayamongkol, and C. Rogier, Genetic determination and linkage mapping of Plasmodium falciparum malaria related traits in Senegal, PLoS One, vol.3, p.2000, 2008.

C. S. Sokhna, F. Faye, A. Spiegel, H. Dieng, and J. F. Trape, Rapid reappearance of Plasmodium falciparum after drug treatment among Senegalese adults exposed to moderate seasonal transmission, Am J Trop Med Hyg, vol.65, pp.167-170, 2001.

M. J. Mackinnon, T. W. Mwangi, R. W. Snow, K. Marsh, and T. N. Williams, Heritability of malaria in Africa, PLoS Med, vol.2, p.340, 2005.

M. C. Bruce, C. A. Donnelly, M. P. Alpers, M. R. Galinski, and J. W. Barnwell, Cross-species interactions between malaria parasites in humans, Science, vol.287, pp.845-848, 2000.

F. E. Mckenzie and W. H. Bossert, Multispecies Plasmodium infections of humans, J Parasitol, vol.85, pp.12-18, 1999.

O. Domarle, F. Migot-nabias, J. L. Mvoukani, C. Y. Lu, and R. Nabias, Factors influencing resistance to reinfection with Plasmodium falciparum, Am J Trop Med Hyg, vol.61, pp.926-931, 1999.

L. Molineaux and . Gramiccia, The Garki project : research on the epidemiology and control of malaria in the Sudan savanna of West Africa, 1980.

L. Molineaux, J. Storey, J. E. Cohen, and A. Thomas, A longitudinal study of human malaria in the West African Savanna in the absence of control measures: relationships between different Plasmodium species, in particular P. falciparum and P. malariae, Am J Trop Med Hyg, vol.29, pp.725-737, 1980.

O. Domarle, F. Migot-nabias, H. Pilkington, N. Elissa, and F. S. Toure, Family analysis of malaria infection in Dienga, Gabon, Am J Trop Med Hyg, vol.66, pp.124-129, 2002.

L. Flori, B. Kumulungui, C. Aucan, C. Esnault, and A. S. Traore, Linkage and association between Plasmodium falciparum blood infection levels and chromosome 5q31-q33, Genes Immun, vol.4, pp.265-268, 2003.
URL : https://hal.archives-ouvertes.fr/hal-01595924

A. Garcia, S. Marquet, B. Bucheton, D. Hillaire, and M. Cot, Linkage analysis of blood Plasmodium falciparum levels: interest of the 5q31-q33 chromosome region, Am J Trop Med Hyg, vol.58, pp.705-709, 1998.
URL : https://hal.archives-ouvertes.fr/hal-01595990

P. Rihet, Y. Traore, L. Abel, C. Aucan, and T. Traore-leroux, Malaria in humans: Plasmodium falciparum blood infection levels are linked to chromosome 5q31-q33, Am J Hum Genet, vol.63, pp.498-505, 1998.
URL : https://hal.archives-ouvertes.fr/hal-01595931

I. Muller, B. Genton, L. Rare, B. Kiniboro, and W. Kastens, Three different Plasmodium species show similar patterns of clinical tolerance of malaria infection, Malar J, vol.8, p.158, 2009.

J. Black, M. Hommel, G. Snounou, and M. Pinder, Mixed infections with Plasmodium falciparum and P malariae and fever in malaria, Lancet, vol.343, p.1095, 1994.

W. E. Collins and G. M. Jeffery, A retrospective examination of sporozoite-and trophozoite-induced infections with Plasmodium falciparum in patients previously infected with heterologous species of Plasmodium: effect on development of parasitologic and clinical immunity, Am J Trop Med Hyg, vol.61, pp.36-43, 1999.

J. T. Bousema, C. J. Drakeley, P. F. Mens, T. Arens, and R. Houben, Increased Plasmodium falciparum gametocyte production in mixed infections with P. malariae, Am J Trop Med Hyg, vol.78, pp.442-448, 2008.

F. E. Mckenzie, G. M. Jeffery, and W. E. Collins, Plasmodium malariae infection boosts Plasmodium falciparum gametocyte production, Am J Trop Med Hyg, vol.67, pp.411-414, 2002.

S. L. Zeger and K. Y. Liang, Longitudinal data analysis for discrete and continuous outcomes, Biometrics, vol.42, pp.121-130, 1986.

C. E. Mcculloch, Generalized, linear, and mixed models, 2008.

C. Rogier, D. Commenges, and J. F. Trape, Evidence for an age-dependent pyrogenic threshold of Plasmodium falciparum parasitemia in highly endemic populations, Am J Trop Med Hyg, vol.54, pp.613-619, 1996.

Y. R. Lawaly, A. Sakuntabhai, L. Marrama, L. Konate, and W. Phimpraphi, Heritability of the human infectious reservoir of malaria parasites, PLoS One, vol.5, p.11358, 2010.
URL : https://hal.archives-ouvertes.fr/pasteur-00557029

F. Yamamoto, P. D. Mcneill, and S. Hakomori, Genomic organization of human histo-blood group ABO genes, Glycobiology, vol.5, pp.51-58, 1995.

D. R. Cox and E. J. Snell, The analysis of binary data Chapman and Hall, 1969.

D. W. Hosmer and S. Lemeshow, Applied logistic regression, Wiley Series in Probability and Mathematical Statistics, 2000.

G. R. Abecasis, S. S. Cherny, W. O. Cookson, and L. R. Cardon, Merlin-rapid analysis of dense genetic maps using sparse gene flow trees, Nat Genet, vol.30, pp.97-101, 2002.

D. S. Falconer and T. Mackay, , 1996.