Author | Everitt, B. S. author |
---|---|
Title | Finite Mixture Distributions [electronic resource] / by B. S. Everitt, D. J. Hand |
Imprint | Dordrecht : Springer Netherlands, 1981 |
Connect to | http://dx.doi.org/10.1007/978-94-009-5897-5 |
Descript | XII, 143 p. online resource |
1 General introduction -- 1.1 Introduction -- 1.2 Some applications of finite mixture distributions -- 1.3 Definition -- 1.4 Estimation methods -- 1.5 Summary -- 2 Mixtures of normal distributions -- 2.1 Introduction -- 2.2 Some descriptive properties of mixtures of normal distributions -- 2.3 Estimating the parameters in normal mixture distributions -- 2.4 Summary -- 3 Mixtures of exponential and other continuous distributions -- 3.1 Exponential mixtures -- 3.2 Estimating exponential mixture parameters -- 3.3 Properties of exponential mixtures -- 3.4 Other continuous distributions -- 3.5 Mixtures of different component types -- 3.6 Summary -- 4 Mixtures of discrete distributions -- 4.1 Introduction -- 4.2 Mixtures of binomial distributions -- 4.3 Mixtures of Poisson distributions -- 4.4 Mixtures of Poisson and binomial distributions -- 4.5 Mixtures of other discrete distributions -- 4.6 Summary -- 5 Miscellaneous topics -- 5.1 Introduction -- 5.2 Determining the number of components in a mixture -- 5.3 Probability density function estimation -- 5.4 Miscellaneous problems -- 5.5 Summary -- References