Rath, Satarupa (2012) *Estimation of Parameters of Some Distribution Functions and its Application to Optimization Problem.* MSc thesis.

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## Abstract

The thesis addresses the study of some basic results used in statistics and estimation of parameters. Here we have presented estimation of parameters for some well known

discrete distribution functions. Chapter 1, contains an introduction to estimation theory and motivation. Chapter 2, contains some basic results, definitions, methods of estimation and Chance constraint approach in linear programming problem. In chapter 3, we have estimated the parameters of well known discrete distribution functions by different methods like method of moments, method of maximum likelihood estimation and Bayes estimation. Further in Chapter 4, a Chance Constraint method is discussed which is an application of beta distribution function.

Item Type: | Thesis ( MSc) |
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Uncontrolled Keywords: | Estimation Theory, Discrete distribution, Stochastic linear programming, Chance constraint method |

Subjects: | Mathematics and Statistics > Statistics |

Divisions: | Sciences > Department of Mathematics |

ID Code: | 3667 |

Deposited By: | SATARUPA RATH |

Deposited On: | 15 May 2012 16:27 |

Last Modified: | 15 May 2012 16:27 |

Supervisor(s): | Tripathy, M R |

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