Access the full text.
Sign up today, get DeepDyve free for 14 days.
Loading next page...
/lp/springer-journals/the-logit-exponentiated-power-exponential-regression-with-applications-h4AxeTWDjC
References (27)
-
F. Prataviera, J. Vasconcelos, G. Cordeiro, E. Hashimoto, E. Ortega (2019)
The exponentiated power exponential regression model with different regression structures: application in nursing dataJournal of Applied Statistics, 46
-
R. Paz, N. Balakrishnan, J. Bazán (2019)
L-Logistic regression models: Prior sensitivity analysis, robustness to outliers and applicationsBrazilian Journal of Probability and Statistics
-
D. Olson (2005)
Introduction to Business Data Mining -
(2014)
USDA-Natural Resources Conservation Service -
Y. Si (2020)
Pivot Property in Weighted Least Regression Based on Single Repeated ObservationsAnnals of Data Science, 7
-
A. Grassia (1977)
ON A FAMILY OF DISTRIBUTIONS WITH ARGUMENT BETWEEN 0 AND 1 OBTAINED BY TRANSFORMATION OF THE GAMMA AND DERIVED COMPOUND DISTRIBUTIONSAustralian & New Zealand Journal of Statistics, 19
-
G. Cordeiro, R. Brito (2012)
The beta power distributionBrazilian Journal of Probability and Statistics, 26
-
D. Stasinopoulos, R. Rigby (2007)
Generalized Additive Models for Location Scale and Shape (GAMLSS) in RJournal of Statistical Software, 23
-
J. Tien (2017)
Internet of Things, Real-Time Decision Making, and Artificial IntelligenceAnnals of Data Science, 4
-
Artur Lemonte, J. Bazán (2016)
New class of Johnson SB distributions and its associated regression model for rates and proportionsBiometrical Journal, 58
-
(2018)
The unit-Weibull distribution and associated inference -
S. Garrigues, A. Boone, B. Decharme, A. Olioso, C. Albergel, J. Calvet, S. Moulin, S. Buis, E. Martin (2018)
Impacts of the Soil Water Transfer Parameterization on the Simulation of Evapotranspiration over a 14-Year Mediterranean Crop SuccessionJournal of Hydrometeorology, 19
-
Yong Shi, Ying-jie Tian, Gang Kou, Yi Peng, Jianping Li (2011)
Optimization Based Data Mining: Theory and Applications -
(2018)
Dinâmica da água no solo -
Maíse Moura, B. Silva, P. Mota, E. Borghi, Á. Resende, S. Acuña-Guzman, G. Araujo, L. Silva, G. Oliveira, N. Curi (2021)
Soil management and diverse crop rotation can mitigate early-stage no-till compaction and improve least limiting water range in a FerralsolAgricultural Water Management, 243
-
P. Mota, B. Silva, E. Borghi, J. Viana, Á. Resende, Maíse Moura (2020)
Soil physical quality in response to intensification of grain production systemsRevista Brasileira de Engenharia Agrícola e Ambiental
-
P. Dunn, G. Smyth (1996)
Randomized Quantile ResidualsJournal of Computational and Graphical Statistics, 5
-
Pablo Mitnik, Su-Gi Baek (2011)
The Kumaraswamy distribution: median-dispersion re-parameterizations for regression modeling and simulation-based estimationStatistical Papers, 54
-
C. Bayes, J. Bazán, C. García (2012)
A New Robust Regression Model for ProportionsBayesian Analysis, 7
-
F. Prataviera, E. Ortega, G. Cordeiro, V. Cancho (2020)
The exponentiated power exponential semiparametric regression modelCommunications in Statistics - Simulation and Computation, 51
-
Dianyu Chen, K. Hsu, X. Duan, Youke Wang, Xinguang Wei, S. Muhammad (2020)
Bayesian analysis of jujube canopy transpiration models: Does embedding the key environmental factor in Jarvis canopy resistance sub-model always associate with improving transpiration modeling?Agricultural Water Management, 234
-
A. Silva, C. Figueiredo, A. Carvalho, Daiane Soares, Divina Santos, Vivian Silva (2016)
Effects of cover crops on the physical protection of organic matter and soil aggregationAustralian Journal of Crop Science, 10
-
P. Jodrá (2020)
A bounded distribution derived from the shifted Gompertz lawJournal of King Saud University - Science
-
E. Altun (2019)
The log-weighted exponential regression model: alternative to the beta regression modelCommunications in Statistics - Theory and Methods, 50
-
J. Six, H. Bossuyt, S. DeGryze, K. Denef (2004)
A history of research on the link between (micro)aggregates, soil biota, and soil organic matter dynamicsSoil & Tillage Research, 79
-
Thiago Schossler, R. Marchão, Isis Santos, D. Santos, J. Nóbrega, G. Santos (2018)
Soil Physical Quality in Agricultural Systems on the Cerrado of Piauí State, Brazil.Anais da Academia Brasileira de Ciencias, 90 4
-
Publisher's Note Springer Nature remains neutral with regard to jurisdictional claims in published maps and institutional affiliations
- Publisher
- Springer Journals
- Copyright
- Copyright © The Author(s), under exclusive licence to Springer-Verlag GmbH Germany, part of Springer Nature 2021
- ISSN
- 2198-5804
- eISSN
- 2198-5812
- DOI
- 10.1007/s40745-021-00347-8
- Publisher site
- See Article on Publisher Site
Abstract
We introduce a new distribution, called the logit exponentiated power exponential, defined on the unit interval. Explicit expansions are derived for its moments. Also, we propose a regression based on this distribution with two systematic components, which can provide better fits than the beta and simplex regressions. Its parameters are estimated by maximum likelihood. Some simulations investigate the accuracy of the estimates. The usefulness of the new models is proved by means of three real data sets.
Journal
Annals of Data Science – Springer Journals
Published: Jun 1, 2023
Keywords: Beta regression; Exponentiated power exponential distribution; Likelihood inference; Residual analysis