Functional logistic regression has been developed to forecast a binary response variable from a functional predictor. In order to fit this model, it is usual to assume that the functional observations and the parameter function of the model belong to a same finite space generated by a basis of functions. This consideration turns the functional model into a multiple logit model whose design matr...

The so-called “mixed” or “heterogeneous” multinomial logit (MIXL) model has become popular in a number of fields, especially Marketing, Health Economics and Industrial Organization. In most applications of the model, the vector of consumer utility weights on product attributes is assumed to have a multivariate normal (MVN) distribution in the population. Thus, some consumers care more about som...

It is well understood that the two most popular empirical models of location choice conditional logit and Poisson return identical coefficient estimates when the regressors are not individual specific. We show that these two models differ starkly in terms of their implied predictions. The conditional logit model represents a zero-sum world, in which one region's gain is the other regions' loss....

Abstract The goal of this paper is related to the analysis earnings per share growth and financial condition companies as measured by Altman Z-Score Model their relation. research has been carried out on example S&P500 Index listed companies. correlation OLS panel data models with fixed effects were tested. results indicate that relationship between EPS not linear smaller company, higher it...

This paper proposes a discrete-time hazard regression approach based on the relation between hazard rate models and excess over threshold models, which are frequently encountered in extreme value modelling. The proposed duration model employs a exible link function and incorporates the grouped-duration analogue of the wellknown Cox proportional hazards model and the proportional odds model as s...

Perusahaan dibuat dengan tujuan mengoptimalkan keuntungan sehingga dapat bertahan dalam waktu panjang. Dengan melaksanakan analisa informasi finansial, pelaku usaha bisa mengetahui kemajuan serta kesehatan perusahaan. Penelitian ini bertujuan untuk mengenali perkembangan bidang pada PT. Sepatu Bata, Tbk melihat data sekunder yaitu laporan finansial dari tahun 2017 hingga 2021. Metode yang dipak...