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標題: Titlebook: Information Criteria and Statistical Modeling; Sadanori Konishi,Genshiro Kitagawa Book 2008 Springer-Verlag New York 2008 Akaike informati [打印本頁]

作者: affidavit    時間: 2025-3-21 17:48
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書目名稱Information Criteria and Statistical Modeling讀者反饋學(xué)科排名





作者: 交響樂    時間: 2025-3-21 21:42

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Statistical Modeling by GIC,ss can be viewed as a model selection and evaluation problem. This chapter addresses these issues as a model selection and evaluation problem and provides criteria for evaluating various types of statistical models.
作者: 合同    時間: 2025-3-23 00:05
Bootstrap Information Criterion,983), Wong (1983), Konishi and Kitagawa (1996), Ishiguro et al. (1997), Cavanaugh and Shumway (1997), and Shibata (1997)], obtained by applying the bootstrap methods originally proposed by Efron (1979), permits the evaluation of models estimated through complex processes.
作者: 消滅    時間: 2025-3-23 04:07
Bayesian Information Criteria,particular, Section 9.3 gives examples of analytical evaluations of bias correction for linear Gaussian Bayes models. Section 9.4 describes, for general Bayesian models, how to estimate the asymptotic biases and how to perform the second-order bias correction by means of Laplace’s method for integrals.
作者: 增長    時間: 2025-3-23 05:46
0172-7397 provide unified tools for modeling and model evaluation for a diverse range of models, including various types of nonlinear models and model estimation procedures such as robust estimation, the maximum penalized likelihood method and a Bayesian approach. .978-1-4419-2456-8978-0-387-71887-3Series ISSN 0172-7397 Series E-ISSN 2197-568X
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ntrolle gerichtet. Die Resultate deuten an, dass die Aufgabenverteilung im Hinblick auf die Strategieentwicklung und -verabschiedung sowie die Formalzielplanung weitgehend mit den Empfehlungen der normativen Literatur übereinstimmt. Handlungsbedarfe zeichnen sich demgegenüber bei der Sachzielplanung
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titutional investors are changing CG for the better, describing how major financialmarkets factors such as rating agencies and sell-side financial analysts make CG visible. Additionally, it investigates how managerial biases and irrational investors can affect CG negatively, leading to company distr
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作者: 雇傭兵    時間: 2025-3-25 03:07
minantly, the paradigm discourses of the diversified stakeholder theory and the legitimacy discourse of financial regulation, the compliance duty analyzes how Chinese banks comply with the laws and regulations in their business operation, anti-money laundering campaigns, and anti-corruption efforts.
作者: 染色體    時間: 2025-3-25 04:45
ons- und Rezessionsphasen und dynamischen Umfeldver?nderungen steigen neben den Erwartungen an das Unternehmensmanagement auch die Anforderungen an dessen Aufsichtsgremien...Ronald Nagy entwickelt das Unternehmenskonzept einer "Governed Company". Er zeigt, dass der Aufsichtsrat zwar eine entscheiden
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ezessionsphasen und dynamischen Umfeldver?nderungen steigen neben den Erwartungen an das Unternehmensmanagement auch die Anforderungen an dessen Aufsichtsgremien...Ronald Nagy entwickelt das Unternehmenskonzept einer "Governed Company". Er zeigt, dass der Aufsichtsrat zwar eine entscheidende Rolle i
作者: 打包    時間: 2025-3-25 12:56
s, companies, industries, and nations. In low discretion countries, corporate governance mechanisms, as well as national values and culture, can limit the range of actions available to managers and hence their individual impact on firm performance. We analyze the factors that constitute the low disc
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. Infolge von Interessendivergenzen und Informationsasymmetrien stellt sich die Frage, wie eine ?gute“ Organisationsführung auszugestalten ist. Im Schrifttum finden sich Hinweise, dass eine eindeutige Aufgabenverteilung zwischen den haupt- und ehrenamtlichen Führungsgremien einen zentralen Mechanism
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作者: 托人看管    時間: 2025-3-26 11:58
been prioritized both by the banking industry and financial regulators across countries since and in the aftermath of the 2008 global financial crisis. Starting with discussion on legal duties in generic corporate governance, the chapter investigates specialized legal duties in the scenario of bank
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been prioritized both by the banking industry and financial regulators across countries since and in the aftermath of the 2008 global financial crisis. Starting with discussion on legal duties in generic corporate governance, the chapter investigates specialized legal duties in the scenario of bank
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Concept of Statistical Modeling,extract useful information from data. In this chapter, we discuss statistical models and modeling methodologies such as parameter estimation, model selection, regularization method, and hierarchical Bayesian modeling. Finally, the organization of this book is described.
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Statistical Models,s are used to acquire various types of information in the model-building process. By using regression and time series models as specific examples, we also discuss why evaluation of statistical models is necessary.
作者: 土坯    時間: 2025-3-27 03:18

作者: 隼鷹    時間: 2025-3-27 06:41
Statistical Modeling by AIC,as comparisons of several statistical models. In this chapter, we consider using the AIC for various statistical inference problems such as checking the equality of distributions, determining the bin size of a histogram, selecting the order for regression models, detecting structural changes, determ
作者: Misnomer    時間: 2025-3-27 12:03
Generalized Information Criterion (GIC),ized information criterion, GIC [Konishi and Kitagawa (1996)]. The GIC can be applied to evaluate statistical models constructed by various types of estimation procedures including the robust estimation procedure and the maximum penalized likelihood procedure. Section 5.1 describes the fundamentals
作者: 確定無疑    時間: 2025-3-27 14:51
Statistical Modeling by GIC,complex structure. Crucial issues associated with nonlinear modeling are the choice of adjusted parameters including the smoothing parameter, the number of basis functions in splines and .-splines, and the number of hidden units in neural networks. Selection of these parameters in the modeling proce
作者: Blasphemy    時間: 2025-3-27 18:14
Theoretical Development and Asymptotic Properties of the GIC,ivalently, the expected log-likelihood of a statistical model for prediction..In this chapter, we introduce a general framework for constructing information criteria in the context of functional statistics and give technical arguments and a detailed derivation of the generalized information criterio
作者: 預(yù)防注射    時間: 2025-3-27 22:17

作者: 嘮叨    時間: 2025-3-28 04:34
Bayesian Information Criteria,ation criterion (BIC) is described. The BIC is also extended such that it can be applied to the evaluation of models estimated by regularization. Section 9.2 presents Akaike’s Bayesian information criterion (ABIC) developed for the evaluation of Bayesian models having prior distributions with hyperp
作者: Mets552    時間: 2025-3-28 08:20
Various Model Evaluation Criteria,ch. The AIC-type criteria were constructed as estimators of the Kullback–Leibler information between a statistical model and the true distribution generating the data or equivalently the expected log-likelihood of a statistical model. In contrast, the Bayes approach for selecting a model was to choo
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978-1-4419-2456-8Springer-Verlag New York 2008
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作者: 生氣的邊緣    時間: 2025-3-29 09:29
Statistical Models,s are used to acquire various types of information in the model-building process. By using regression and time series models as specific examples, we also discuss why evaluation of statistical models is necessary.




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