[PDF][PDF] Estimation techniques for regression model with zero-inflated poisson data
S Hossain, HA Howlader - International Journal of Statistics and …, 2015 - researchgate.net
Researchers in many fields including biomedical often make statistical inferences involving
the analysis of count data that exhibit a substantially large proportion of zeros. Subjects in …
the analysis of count data that exhibit a substantially large proportion of zeros. Subjects in …
Maximum Likelihood Estimation for Generalized Inflated Power Series Distributions
RL Paige - Annals of Data Science, 2024 - Springer
In this paper we first define the class of Generalized Inflated Power Series Distributions
(GIPSDs) which contain the inflated discrete distributions most often seen in practice as …
(GIPSDs) which contain the inflated discrete distributions most often seen in practice as …
Conditional decomposition diagnostics for regression analysis of zero-inflated and left-censored data
Y Yang, DG Simpson - Statistical methods in medical …, 2012 - journals.sagepub.com
Health and safety studies that entail both incidence and magnitude of effects produce semi-
continuous outcomes, in which the response is either zero or a continuous positive value …
continuous outcomes, in which the response is either zero or a continuous positive value …
Zero-Modified Poisson-Lindley distribution with applications in zero-inflated and zero-deflated count data
D Xavier, M Santos-Neto, M Bourguignon… - arXiv preprint arXiv …, 2017 - arxiv.org
The main object of this article is to present an extension of the zero-inflated Poisson-Lindley
distribution, called of zero-modified Poisson-Lindley. The additional parameter $\pi $ of the …
distribution, called of zero-modified Poisson-Lindley. The additional parameter $\pi $ of the …
The relationship between asthma and obesity in urban early adolescents
Asthma and obesity, which have reached epidemic proportions, impact urban youth to a
great extent. Findings are inconsistent regarding their relationship; no studies have …
great extent. Findings are inconsistent regarding their relationship; no studies have …
A data-driven persistence test for robust (probabilistic) quality control of measured environmental time series: constant value episodes
N Kaffashzadeh - Atmospheric Measurement Techniques …, 2023 - amt.copernicus.org
Robust quality control is a prerequisite and an essential component in any data application.
That is especially important for time series of environmental observations such as air quality …
That is especially important for time series of environmental observations such as air quality …
A goodness-of-fit test for parametric models based on dependently truncated data
T Emura, Y Konno - Computational Statistics & Data Analysis, 2012 - Elsevier
Suppose that one can observe bivariate random variables (L, X) only when L≤ X holds.
Such data are called left-truncated data and found in many fields, such as experimental …
Such data are called left-truncated data and found in many fields, such as experimental …
[PDF][PDF] An Extension of the Poisson Distribution: Features and Application for Medical Data Modeling. Processes 2023, 11, 1195
M El-Dawoody, MS Eliwa, M El-Morshedy - 2023 - researchgate.net
This paper introduces and studies a new discrete distribution with one parameter that
expands the Poisson model, discrete weighted Poisson Lerch transcendental (DWPLT) …
expands the Poisson model, discrete weighted Poisson Lerch transcendental (DWPLT) …
Bayesian approach for the zero-modified Poisson–Lindley regression model
The primary goal of this paper is to introduce the zero-modified Poisson–Lindley regression
model as an alternative to model overdispersed count data exhibiting inflation or deflation of …
model as an alternative to model overdispersed count data exhibiting inflation or deflation of …
Effects of climate, habitat and land use on the cover and diversity of the savanna herbaceous layer in Burkina Faso, West Africa
D Jakubka, A Lessmeister, K Hahn, S Traore… - Folia Geobotanica, 2017 - Springer
Herbaceous plants account for more than three-fourths of the total biomass in savanna
ecosystems. However, which environmental factors mainly drive the biodiversity of …
ecosystems. However, which environmental factors mainly drive the biodiversity of …