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12 articles for “Probit model”
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Research ArticleOpen accessPhrase in the titleParameter-Expanded Data Augmentation for Analyzing Nominal Data With Missing Values Using Multinomial Probit ModelsSuwash Silwal, Xiao ZhangNominal data occur in many scientific fields, such as health-related studies, transportation, and econometrics. Due to the ubiquitousness of missing data, it is inevitable to analyze nominal data with missing values. As is well known, statistical methods for analyzing nominal variables are quite limited. The Multinomial Probit (MNP) model has been an essential tool for analyzing nominal categorical data, but … …Journal of Mathematics and Statistics, Vol. 22, Issue 1 · 23 May 2026 · 1,804 accessesView PDFCite
Research ArticleOpen accessPhrase in the titleBayesian Analysis of Longitudinal Ordinal Data Using Non-Identifiable Multivariate Probit ModelsXiao ZhangMultivariate probit models have been explored foranalyzing longitudinal ordinal data. However, the inherent identification issuein multivariate probit models requires the covariance matrix of the underlyinglatent multivariate normal variables to be a correlation matrix and thushinders the development of efficient Bayesian sampling methods. It is knownthat non-identifiable models may produce Markov Chain Monte Carlo (MCMC)samplers with better convergence and mixing than … …Journal of Mathematics and Statistics, Vol. 18, Issue 1 · 14 Nov 2022 · 6,044 accessesView PDFCite
Research ArticleOpen accessPhrase in the titleDetermining Relationships Among the Adoption Parameters of Computers and Internet in Agriculture: An Application of Probit ModelAnastasios MichailidisThe main reason for carrying out this study was to determine possible relationships among several adoption parameters of computer use, internet usage and internet access in agriculture. The key options for determining relationships (apart from non-parametric correlation techniques) are canonical correlation analysis, probit models and logit models. Canonical correlation analysis is generally seen as a weaker statistical technique than probit … …Journal of Social Sciences, Vol. 2, Issue 4 · 31 Dec 2006 · 7,524 accessesView PDFCite
Research ArticleOpen accessPhrase in the titleDisclosure Factors of Executive Managers Remuneration: A Probit ModelThemistokles Lazarides, Elektra PitoskaProblem statement: The study contributes to the literature that argues that the convergence trend of corporate governance systems is either nominal or hasn’t the impact that the advocates of this theory hypothesize. Approach: The objective of the study was to test this hypothesis the key issue of remuneration had been chosen to illustrate that the differences of corporate governance systems … …American Journal of Economics and Business Administration, Vol. 2, Issue 4 · 28 Nov 2010 · 7,623 accessesView PDFCite
Research ArticleOpen accessEvery word in the titleComparison of Probit and Logistic Regression Models in the Analysis of Dichotomous OutcomesAmrutha Jose, Mariyamma Philip, Lavanya Tumkur Prasanna, M. ManjulaProbit and logistic regression models are members of the family of generalized linear models, used for estimating the functional relationship between the dichotomous dependent and independent variables. The current study is designed to find the performance of logistic and probit regression models in different conditions under multivariate normality. The objective of the study is to compare the performance of probit … …Current Research in Biostatistics, Vol. 10, Issue 1 · 26 Mar 2020 · 17,036 accessesView PDFCite
Research ArticleOpen accessIn the keywordsThe Effect of Socioeconomic and Demographic Factors on Contraceptive Use and Induced Abortion in TurkeyOzlem Alpu, Gunseli KurtThe aim of the study was to estimate the parameters of the heteroscedastic bivariate Probit model established for the induced abortion and the contraceptive use by using socioeconomic and demographic factors and their effects by eliminating the observed heteroscedasticity. Using a heteroscedastic bivariate Probit model and Turkish Demographic and Health Survey (1998) data on married women aged 15 through 49 … …American Journal of Applied Sciences, Vol. 1, Issue 4 · 31 Dec 2004 · 6,719 accessesView PDFCite
Research ArticleOpen accessIn the abstractWillingness to Pay for Wood Work Enterprises to Recover Deforested Softwood Trees in Eastern EthiopiaDaniel Habtamu Hailemichael, Lemma Zemedu, Jemma HajiThis study was carried out to find out the economic value of forests by woodwork enterprises for the reforestation of Softwood Pine trees in Eastern Ethiopia, namely Dire Dawa administrative council, Harari regional state, and Deder district of East Hararghe Zone. Forests in Eastern Ethiopia were the major sources of softwood pine logs. Nowadays, some commercially important pine species are … …American Journal of Agricultural and Biological Sciences, Vol. 18, Issue 1 · 16 May 2023 · 6,111 accessesView PDFCite
Research ArticleOpen accessIn the abstractComprehending the Environmental and Household Determinants of Jaundice Prevalence in Western NepalUttam Paudel, Krishna Prasad PantPersuasive but scanty evidences from literature claim that climate change is linked with neonatal and adult Jaundice prevalence, especially in underdeveloped countries. This paper explored major environmental and household characteristics attributable to Jaundice prevalence in western Nepal. Cross-sectional dataset obtained from household survey are employed to obtain the results from probit regression model, adequately leveled with an econometric theory. The … …American Journal of Applied Sciences, Vol. 17, Issue 1 · 19 Feb 2020 · 7,893 accessesView PDFCite
Research ArticleOpen accessIn the abstractIN VIVO ANTIPLASMODIAL ACTIVITY AND ACUTE TOXICITY OF STANDARDIZED EXTRACT OF EURYCOMA LONGIFOLIA JACK. ROOT TRADITIONALLY USED TO TREAT MALARIAEti Nurwening Sholikhah, Mahardika Agus Wijayanti, MustofaA series of studies has been conducted to prove the Eurycoma longifolia Jack. root as an antimalarial. However, the in vivo antiplasmodial activity of E. longifolia Jack. root standardized extract and its lethal dose 50% (LD50) values is unknown. In vivo antiplasmodial activity was conducted on Plasmodium berghei infected Swiss mice as malaria model with 4-day suppression methods. Sixty mice … …American Journal of Pharmacology and Toxicology, Vol. 9, Issue 1 · 27 Dec 2013 · 7,732 accessesView PDFCite
Research ArticleOpen accessIn the abstractDeterminants of Success within an Integrated Business Curriculum Context: An Econometric AssessmentIsmail H. Genc, Selahattin BekmezThis paper studies an ongoing curriculum innovation at the College of Business and Economics at the University of Idaho, with junior level economics and business classes under one common team taught course, the Integrated Business Curriculum (IBC), instead of independent classes. In our study, there were six modules (classes) within IBC. The students were required to form teams, along with … …Journal of Social Sciences, Vol. 4, Issue 3 · 30 Sep 2008 · 7,671 accessesView PDFCite