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1.
Multinomial logit (also termed multi-logit) models permit the analysis of the statistical relation between a categorical response variable and a set of explicative variables (called covariates or regressors). Although multinomial logit is widely used in both the social and economic sciences, the interpretation of regression coefficients may be tricky, as the effect of covariates on the probability distribution of the response variable is nonconstant and difficult to quantify. The ternary plots illustrated in this article aim at facilitating the interpretation of regression coefficients and permit the effect of covariates (either singularly or jointly considered) on the probability distribution of the dependent variable to be quantified. Ternary plots can be drawn both for ordered and for unordered categorical dependent variables, when the number of possible outcomes equals three (trinomial response variable); these plots allow not only to represent the covariate effects over the whole parameter space of the dependent variable but also to compare the covariate effects of any given individual profile. The method is illustrated and discussed through analysis of a dataset concerning the transition of master’s graduates of the University of Trento (Italy) from university to employment. 相似文献
2.
Bayesian analysis of discrete time warranty data 总被引:1,自引:0,他引:1
David Stephens Martin Crowder 《Journal of the Royal Statistical Society. Series C, Applied statistics》2004,53(1):195-217
Summary. The analysis of warranty claim data, and their use for prediction, has been a topic of active research in recent years. Field data comprising numbers of units returned under guarantee are examined, covering both situations in which the ages of the failed units are known and in which they are not. The latter case poses particular computational problems for likelihood-based methods because of the large number of feasible failure patterns that must be included as contributions to the likelihood function. For prediction of future warranty exposure, which is of central concern to the manufacturer, the Bayesian approach is adopted. For this, Markov chain Monte Carlo methodology is developed. 相似文献
3.
Sangun Park 《Statistical Papers》2005,46(2):293-301
This article gives a simple result for the expression of the Fisher information in order statistics. This result enables us
to calculate easily the Fisher information in any set of order statistics whose details have been known to be messy and complicated.
We consider here its application in the optimal spacing problem where the exact Fisher information in order statistics has
been approximated with the asymptotic information or the reciprocal of the variance of a suitable estimator.
This work was supported by Korea Research Foundation Grant(KRF-2000-015-DP0056) 相似文献
4.
族谱、村史与民族史——以丰台沟村为个案的村庄志文本分析 总被引:1,自引:1,他引:0
祁进玉 《青海民族学院学报(社会科学版)》2008,34(3):27-31
祁连山南北麓地区自古就是一条民族走廊。在古代,许多业已消逝的民族相互接触、彼此交流与汇聚并融合。本文以人类学田野调查所获辅以口述史的资料,推演出村庄志文本分析的典范。 相似文献
5.
差异性、相似性和受教育背景对高层管理团队影响的国外研究综述 总被引:12,自引:0,他引:12
高层管理团队成员组成的差异性、相似性及其成员的受教育背景以不同的方式影响着它的绩效。国外关于这些特征对高层管理团队绩效的影响已经作了大量的研究,而国内目前尚没有相关研究。本文综述国外关于高层管理团队成员组成的差异性、相似性及其成员的受教育背景对其绩效的影响的相关研究和结论。 相似文献
6.
Longitudinal categorical data are commonly applied in a variety of fields and are frequently analyzed by generalized estimating equation (GEE) method. Prior to making further inference based on the GEE model, the assessment of model fit is crucial. Graphical techniques have long been in widespread use for assessing the model adequacy. We develop alternative graphical approaches utilizing plots of marginal model-checking condition and local mean deviance to assess the GEE model with logit link for longitudinal binary responses. The applications of the proposed procedures are illustrated through two longitudinal binary datasets. 相似文献
7.
《Journal of Statistical Computation and Simulation》2012,82(7):555-580
The restricted minimum φ-divergence estimator, [Pardo, J.A., Pardo, L. and Zografos, K., 2002, Minimum φ-divergence estimators with constraints in multinomial populations. Journal of Statistical Planning and Inference, 104, 221–237], is employed to obtain estimates of the cell frequencies of an I×I contingency table under hypotheses of symmetry, marginal homogeneity or quasi-symmetry. The associated φ-divergence statistics are distributed asymptotically as chi-squared distributions under the null hypothesis. The new estimators and test statistics contain, as particular cases, the classical estimators and test statistics previously presented in the literature for the cited problems. A simulation study is presented, for the symmetry problem, to choose the best function φ2 for estimation and the best function φ1 for testing. 相似文献
8.
卢琳 《重庆邮电学院学报(社会科学版)》2013,(6):80-84
作为一种为未婚男女提供电视相亲平台的节目类型,电视相亲节目不仅创造了收视奇迹,为两情相悦的男女嘉宾提供配对成功的良机,而且在中国当下社会文化语境中,还延伸到婚恋观念、个人价值、人际交往、家庭关系等话题,甚至涉及社会思想、文化等方面,成为中国电视文化50多年来的一个较有特色的节目类型。在一种比较研究的视野下,结合历史研究、作品研究、类型研究、文化研究等方式,研寻中国电视相亲节目的同质化与异质性,从而透析它们在产品定位、叙事规则、营销手段等方面表现出来的同质化倾向与差异性发展策略。 相似文献
9.
A contingency table of the mc form provides a convenient summary of data when c individuals in a matched set9 each belonging to a different one of c classifications, are identified as belonging to one of m categories, A study in which matched sets (c=3) of 1 case, 1 hospital control, and 1 neighborhood control are classified into one of m=4 occupational categories would be an example, Independence in the cxm tables for each of the matched sets implies symmetry in the summary mc table with consequent marginal homogeneity. Adaptation of the Mantel-Haenszel procedure for testing independence to the case of many cxm tables so as to yield a chi square with (cl)(ml) degrees of freedom (DF) provides a test of marginal homogeneity in the summary mc table. This can be viewed as a test of symmetry directed against alternatives which would make for marginal inhomogeneity and can differ 相似文献
10.
In 1960 Levene suggested a potentially robust test of homogeneity of variance based on an ordinary least squares analysis of variance of the absolute values of mean-based residuals. Levene's test has since been shown to have inflated levels of significance when based on the F-distribution, and tests a hypothesis other than homogeneity of variance when treatments are unequally replicated, but the incorrect formulation is now standard output in several statistical packages. This paper develops a weighted least squares analysis of variance of the absolute values of both mean-based and median-based residuals. It shows how to adjust the residuals so that tests using the F -statistic focus on homogeneity of variance for both balanced and unbalanced designs. It shows how to modify the F -statistics currently produced by statistical packages so that the distribution of the resultant test statistic is closer to an F-distribution than is currently the case. The weighted least squares approach also produces component mean squares that are unbiased irrespective of which variable is used in Levene's test. To complete this aspect of the investigation the paper derives exact second-order moments of the component sums of squares used in the calculation of the mean-based test statistic. It shows that, for large samples, both ordinary and weighted least squares test statistics are equivalent; however they are over-dispersed compared to an F variable. 相似文献