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Kernel density estimates used in stochastic precipitation generator

. It was found that the kernel density estimates capture the probability density better thanThe kernel density estimates were tested to be suitable to describe the probability distributio...

DA - Hydrologie a limnologie

  • 2014
  • D
Result

Functional sampling density design for particle filters

filter with the sampling density given by the functional approach provides estimates that are closer to exact filtering probability density function in terms of point estimates. the primary weights given ...

BC - Teorie a systémy řízení

  • 2008
  • Jx
Result

Fourparametric Lognormal Distribution and Its Usage in Modelling of Wage Distributions

Basic themes of document: Lognormal distribution; probability density function; estimation methods for parameters...

BB - Aplikovaná statistika, operační výzkum

  • 2008
  • D
Result

Conservativeness of estimates given by probability density functions: Formulation and aspects

In state estimation, the output of a filter can consist of a vector estimate with an associated quality matrix or it can be given by a probability density function. Although of the vector estimates. Howeve...

BC - Teorie a systémy řízení

  • 2014
  • Jx
  • Link
Result

Numerical Solution of Filtering Problem with Multimodal Densities

is treated. The aim is to improve the point-mass method for multimodal probability density functions of state. The main innovation items concern grid update, namely covering a nonnegligible probability density fun...

BC - Teorie a systémy řízení

  • 2006
  • C
Result

Simple and Effective Probability Density Estimation and Classification

A mapping is introduced which maps the true distribution to a function of distances. The approximation of this function in the form of a suitable power of the distance is presented. The exponent in this approximation is used for probability ...

BA - Obecná matematika

  • 2006
  • D
Result

Particle Based Probability Density Fusion with Differential Shannon Entropy Criterion

This paper focuses on a decentralised nonlinear estimation problem in a multiple sensor network. The stress is laid on the optimal fusion of probability densities conditioned by different data. The probability ...

BC - Teorie a systémy řízení

  • 2011
  • D
  • Link
Result

Multigrid design in point-mass approach to nonlinear state estimation

Numerical solution of the Bayesian recursive relations in state estimation by the point-mass approach is treated. The stress is laid on the new grid design for multimodal probability density functions of state. A bank of gr...

BC - Teorie a systémy řízení

  • 2005
  • D
Result

Analysis of the Development in Wage Distributions of Men and Women in the Czech Republic in Recent Years

Main topics of the document: wage distributions; lognormal distribution; methods of parameter estimate; probability density function......

BB - Aplikovaná statistika, operační výzkum

  • 2011
  • Jx
Result

Multigrid design in point-mass approach to nonlinear state estimation

Numerical solution of the Bayesian recursive relations in state estimation by the point-mass approach is treated. The stress is laid on the new grid design for multimodal probability density functions of state. A bank of gr...

BC - Teorie a systémy řízení

  • 2005
  • C
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