References
- Ayer, M., Brunk, H.D., Ewing, G.M., Reid, W.T., and Silverman, E. (1955), ‘An Empirical Distribution Function for Sampling with Incomplete Information’, The Annals of Mathematical Statistics, 26, 641–647.
- Bhatt, S., Weiss, D.J., Cameron, E., Bisanzio, D., Mappin, B., Dalrymple, U., Battle, K.E., Moyes, C.L., Henry, A., Eckhoff, P.A., Wenger, E.A., Briët, O., Penny, M.A., Smith, T.A., Bennett, A., Yukich, J., Eisele, T.P., Griffin, J.T., Fergus, C.A., Lynch, M., Lindgren, F., Cohen, J.M., Murray, C.L.J., Smith, D.L., Hay, S.I., Cibulskis, R.E., and Gething, P.W. (2015), ‘The Effect of Malaria Control on Plasmodium Falciparum in Africa Between 2000 and 2015’, Nature, 526, 207–211.
- Dempster, A.P., Laird, N.M., and Rubin, D.B. (1977), ‘Maximum Likelihood From Incomplete Data Via the EM Algorithm’, Journal of the Royal Statistical Society: Series B, 39, 1–38.
- Kitua, A.Y., Smith, T., Alonso, P.L., Masanja, H., Urassa, H., Menendez, C., Kimario, J., and Tanner, M. (1996), ‘Plasmodium Falciparum Malaria in the First Year of Life in An Area of Intense and Perennial Transmission’, Tropical Medicine & International Health, 1, 475–484.
- Lee, K., Bhattacharya, B.B., Qin, J., and Small, D.S. (2016), ‘Nonparametric Inference for Distributional Treatment Effects in Instrumental Variable Models’, arXiv:1605.03868.
- Lee, K., and Small, D.S. (2019), ‘Estimating the Malaria Attributable Fever Fraction Accounting for Parasites Being Killed by Fever and Measurement Error’, Journal of the American Statistical Association, 114, 79–92.
- Owen, A.B (2001), Empirical Likelihood, London: Chapman and Hall.
- Qin, J (2017), Biased Sampling, Over-identified Parameter Problems and Beyond, Singapore: Springer.
- Qin, J., Garcia, T.P., Ma, Y., Tang, M.-X., Marder, K., and Wang, Y. (2014), ‘Combining Isotonic Regression and EM Algorithm to Predict Genetic Risk Under Monotonicity Constraint’, The Annals of Applied Statistics, 8, 1182–1208.
- Qin, J., and Leung, D.H.Y. (2005), ‘A Semiparametric Two-Component “Compound” Mixture Model and Its Application to Estimating Malaria Attributable Fractions’, Biometrics, 61, 456–464.
- Smith, T., Schellenberg, J.A., and Hayes, R. (1994), ‘Attributable Fraction Estimates and Case Definitions for Malaria in Endemic Areas’, Statistics in Medicine, 13, 2345–2358.
- Vounatsou, P., Smith, T., and Smith, A.F.M. (1998), ‘Bayesian Analysis of Two-Component Mixture Distributions Applied to Estimating Malaria Attributable Fractions’, Journal of the Royal Statistical Society: Series C, 47, 575–587.
- Wu, C.F.J. (1983), ‘On the Convergence Properties of the EM Algorithm’, The Annals of Statistics, 11, 95–103.