صورة الغلاف

Developments in Statistical Modelling

This volume on the latest developments in statistical modelling is a collection of refereed papers presented at the 38th International Workshop on Statistical Modelling, IWSM 2024, held from 14 to 19 July 2024 in Durham, UK. The contributions cover a wide range of topics in statistical modelling, in...

وصف كامل

محفوظ في:
التفاصيل البيبلوغرافية
مؤلف مشترك: SpringerLink (Online service)
مؤلفون آخرون: Einbeck, Jochen (المحرر), Maeng, Hyeyoung (المحرر), Ogundimu, Emmanuel (المحرر), Perrakis, Konstantinos (المحرر)
التنسيق: الكتروني كتاب الكتروني
اللغة:الإنجليزية
منشور في: Cham : Springer Nature Switzerland : Imprint: Springer, 2024.
الطبعة:1st ed. 2024.
سلاسل:Contributions to Statistics,
الموضوعات:
Statistics .
Regression analysis.
Machine learning.
Biometry.
Statistical Theory and Methods.
Linear Models and Regression.
Bayesian Inference.
Statistical Learning.
Biostatistics.
الوصول للمادة أونلاين:https://doi.org/10.1007/978-3-031-65723-8
الوسوم: إضافة وسم
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جدول المحتويات:
  • REML for two dimensional P splines
  • Learning Bayesian networks from ordinal data The Bayesian way
  • Latent Dirichlet allocation and hidden Markov models to identify public perception of sustainability in social media data
  • Bayesian approaches to model overdispersion in Spatio temporal binomial data
  • Elicitation of priors for intervention effects in educational trial data
  • Elicitation of priors for intervention effects in educational trial data
  • Optimism correction of the AUC with complex survey data
  • Statistical models for patient centered outcomes in clinical studies
  • Bayesian hidden Markov models for early warning
  • A Bayesian Markov-switching for smooth modelling of extreme value distributions.

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