To do so, we modeled the risk surface using a multinomial
generalized additive model (GAM).
Factors that adversely influenced pregnancy outcomes, including lupus nephritis, anti-Ro/SSA antibody, anti-La/SSB antibody, C3 and C4, antiaCL antibody, recurrence of lupus, hypertension, and Raynaud's phenomenon, were analyzed using multinomial
Therefore, we i) generated the additional set of breed-offsetting SNPs (boSNPs), ii) selected the best features through LASSO multinomial
logistic regression, and iii) evaluated the highest-scored features using multiclass classifiers in the present study.
This study compares the performance of longstanding methodological techniques of multinomial
logit and ordinal probit models with more recent methods of decision tree and artificial neural network models, and combines individual models into ensembles to test if the amalgamation of the multiple methodologies enhances the classification accuracy of crash injury severity outcomes.
1) We use these data to estimate multinomial
logits of job transitions.
Na analise dos dados, foi utilizada a tecnica estatistica Regressao Logistica Multinomial
por meio do Software SPSS[R] versao 22.
Para determinar el intervalo de confianza 95 %, se empleo la tecnica estadistica de bootstrap, aplicando 1 000 repeticiones de muestras extraidas a partir de una distribucion multinomial
con el vector de probabilidades correspondiente al perfil dietario representativo de cada sitio.
Para isso, utilizam-se os microdados da RAIS--Relacao Anual de Informacoes Sociais do Ministerio do trabalho de 2012--e o modelo logit multinomial
para analise das informacoes.
A two-stage selection bias correction method based on a multinomial
logit framework is used to estimate and compare the consumption of borrowing households with and without credit.
log it results indicate that education, age, gender, father's education and presence of assets are the most important factors which determine the employment status of workers in urban areas of district Lahore.
logistic regression analyses were used to examine the relationships between the five groups.
n],[beta]), a multinomial
probability conditioned on the topic [z.