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Data analysis and applications / edited by Christos H. Skiadas, James R. Bozeman
(Innovation, entrepreneurship and management series ; Big data, artificial intelligence and data analysis set v. 3)

データ種別	電子ブック
出版者	(London ; Hoboken, NJ : ISTE : John Wiley & Sons, Inc)
出版年	2019
大きさ	1 online resource (xxvii, 214 pages)
著者標目	Skiadas, Christos H. editor Bozeman, James R. editor

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URL	巻　次	配架場所	請求記号	登録番号	コメント	刷　年	状　態	利用注記	ISBN	予約	請求メモ
URL		射水-電子	007	EB0005213	Wiley Online Library: Complete oBooks				9781119579533

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別書名	異なりアクセスタイトル:Utilization of results in Europe and other topics その他のタイトル:Data analysis and application 2
一般注記	Includes bibliographical references and index Online resource; title from digital title page (viewed on March 15, 2019) Cover; Half-Title Page; Title Page; Copyright Page; Contents; Preface; Introduction: 50 Years of Data Analysis: From Exploratory Data Analysis to Predictive Modeling and Machine Learning; I.1. The revolt against mathematical statistics; I.2. EDA and unsupervised methods for dimension reduction; I.2.1. The time of syntheses; I.2.2. The time of clusterwise methods; I.2.3. Extensions to new types of data; I.2.4. Nonlinear data analysis; I.2.5. The time of sparse methods; I.3. Predictive modeling; I.3.1. Paradigms and paradoxes; I.3.2. From statistical learning theory to empirical validation I.3.3. ChallengesI. 4. Conclusion; I.5. References; PART 1: Applications; 1. Context-specific Independence in Innovation Study; 1.1. Introduction; 1.2. Parametrization for CS independencies; 1.3. Stratified chain graph models; 1.4. Application on real data; 1.5. Conclusion; 1.6. References; 2. Analysis of the Determinants and Outputs of Innovation in the Nordic Countries; 2.1. Introduction; 2.2. Innovation; 2.3. Methodology; 2.4. Results; 2.5. Conclusion; 2.6. References; 3. Bibliometric Variables Determining the Quality of a Dentistry Journal; 3.1. Introduction; 3.2. Statistical methodology 3.3. Results3.4. Conclusions; 3.5. Acknowledgment; 3.6. References; 4. Analysis of Dependence among Growth Rates of GDP of V4 Countries Using Four-dimensional Vine Copulas; 4.1. Introduction; 4.2. Theory; 4.3. Results; 4.4. Conclusion and future work; 4.5. Acknowledgment; 4.6. References; 5. Monitoring the Compliance of Countries on Emissions Mitigation Using Dissimilarity Indices; 5.1. Introduction; 5.2. The proposed method; 5.2.1. Description of method for individual data; 5.2.2. Description of method for grouped data; 5.3. Application of method 5.3.1. Application of method for individual data5.3.2. Application of method for grouped data; 5.4. Conclusions; 5.5. Appendix; 5.6. References; 6. Maximum Entropy and Distributions of Five-Star Ratings; 6.1. Introduction; 6.2. Entropy framework to five-star ratings; 6.3. Maximum entropy of ratings for values k = 1,2,3,. . .,30; 6.3.1. Ratings with two outcomes (k = 1); 6.3.2. Ratings with three Outcomes (k=2); 6.3.3. Ratings with four outcomes (k=3); 6.3.4. Ratings with five outcomes (k = 4); 6.3.5. Rating entropy for outcomes k>4 6.3.6. Maximum entropy constraints for the binomial distribution6.4. Application to real five-star rating data; 6.5. Conclusions; 6.6. References; PART 2: The Impact of the Economic and Financial Crisis in Europe; 7. Access to Credit for SMEs after the 2008 Financial Crisis: The Northern Italian Perspective; 7.1. Introduction; 7.2. Italian SMEs and access to credit; 7.3. The data; 7.4. Methodology; 7.5. Analysis and discussion; 7.5.1. The measure for the Great Recession period (2008-2012); 7.5.2. The measure for the recovery period (2013-2015); 7.5.3. Comparing the two crisis phases "This series of books collects a diverse array of work that provides the reader with theoretical and applied information on data analysis methods, models and techniques, along with appropriate applications. Volume 2 begins with an introductory chapter by Gilbert Saporta, a leading expert in the field, who summarizes the developments in data analysis over the last 50 years. The book is then divided into four parts: Part 1 examines (in)dependence relationships, innovation in the Nordic countries, dentistry journals, dependence among growth rates of GDP of V4 countries, emissions mitigation, and five-star ratings; Part 2 investigates access to credit for SMEs, gender-based impacts given Southern Europe's economic crisis, and labor market transition probabilities; Part 3 looks at recruitment at university job-placement offices and the Program for International Student Assessment; and Part 4 examines discriminants, PageRank, and the political spectrum of Germany."-- Provided by publisher Copyright � 2019 by John Wiley & Sons 2019 John Wiley and Sons Wiley Online Library: Complete oBooks HTTP:URL=https://onlinelibrary.wiley.com/doi/book/10.1002/9781119579465
件　名	LCSH:Quantitative research CSHF:Recherche quantitative FREE:REFERENCE -- Questions & Answers 全ての件名で検索 FREE:Quantitative research
分　類	LCC:QA76.9.Q36 DC23:001.4/2
書誌ID	EB00004502
ISBN	9781119579533