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Prediction of Multimodal Poisson Variable using Discretization of Gaussian Data
by the Poisson distribution based on the discretized Gaussian explanatory data under using the recursive mixture-based clustering algorithms under Bayesian methodology. The proposed approach allows to estimate the Gaussian...
Statistics and probability
- 2021 •
- D •
- Link
Rok uplatnění
D - Stať ve sborníku
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Recursive mixture estimation with univariate multimodal Poisson variable
Analysis of count variables described by the Poisson distribution is required in many application fields. Examples of the count variables observed per a time unit or pedestrians. This work focuses on the model-based clustering of
Statistics and probability
- 2022 •
- O
Rok uplatnění
O - Ostatní výsledky
Modeling of mixed data for Poisson prediction
The paper deals with the task of modeling mixed continuous Gaussian and discrete Poisson data observed on a multimodal system. The proposed solution is based on recursive algorithms of Bayesian mixture estimation. The main contribut...
Computer sciences, information science, bioinformathics (hardware development to be 2.2, social aspect to be 5.8)
- 2020 •
- D •
- Link
Rok uplatnění
D - Stať ve sborníku
Výsledek na webu
Modeling of mixed data for Poisson prediction
The paper deals with the task of modeling mixed continuous Gaussian and discrete Poisson data observed on a multimodal system. The proposed solution is based on recursive algorithms of Bayesian mixture estimation. The main contribut...
Statistics and probability
- 2020 •
- D •
- Link
Rok uplatnění
D - Stať ve sborníku
Výsledek na webu
Structural Poisson Mixtures for Classification of Documents
Considering the statistical text classification problem we approximate class-conditional probability distributions by structurally modified Poisson mixtures. By introducing the structural model we can use different subsets ...
IN - Informatika
- 2008 •
- D
Rok uplatnění
D - Stať ve sborníku
A Poisson mixture model of discrete choice
In this paper, we introduce a new Poisson mixture model for count panel data where the underlying Poisson process intensity is determined endogenously a random coefficient scheme with a flexible semiparametric distribut...
AH - Ekonomie
- 2012 •
- Jx •
- Link
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Jx - Nezařazeno - Článek v odborném periodiku (Jimp, Jsc a Jost)
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Count Predictive Model with Mixed Categorical and Count Explanatory Variables
solution is based on (i) recursive Bayesian estimation of a mixture model of Poisson-distributed explanatory counts, using the categorical explanatory variable as a measurable pointer of the mixture, (ii) construc...
Statistics and probability
- 2023 •
- D
Rok uplatnění
D - Stať ve sborníku
Score-Driven Count Time Series
Main topics of the document: count time series; Score-Driven Model; Poisson distribution; negative binomial distribution; generalized Poisson distribution; double Poisson distribution......
Statistics and probability
- 2019 •
- D •
- Link
Rok uplatnění
D - Stať ve sborníku
Výsledek na webu
Poisson Distribution
Poisson distribution is a discrete probability distribution that describes is infrequent. Poisson distribution is often used in the analysis of stochastic processes of time intervals, units of length, spac...
BA - Obecná matematika
- 2012 •
- R •
- Link
Rok uplatnění
R - Software
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Number of jobs during working life based on SHARE data
Main topics of the document: job episodes panel; SHARE; finite mixture of GLM; Poisson regression...
Statistics and probability
- 2024 •
- D •
- Link
Rok uplatnění
D - Stať ve sborníku
Výsledek na webu
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