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1. Quantitative Psychology : 84th Annual Meeting of the Psychometric Society, Santiago, Chile, 2019. 1st ed. 2020
edited by Marie Wiberg, Dylan Molenaar, Jorge González, Ulf Böckenholt, Jee-Seon Kim
出版情報: Cham : Springer International Publishing : Imprint: Springer, 2020
シリーズ名: Springer Proceedings in Mathematics & Statistics ; 322
オンライン: https://doi.org/10.1007/978-3-030-43469-4
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Chapter 1: Stories Of Successful Careers In Psychometrics And What We Can Learn From Them
Chapter 2: Developing A Concept Map For Rasch Measurement Theory
Chapter 3: Person Parameter Estimation For IRT Models Of Forced-Choice Data: Merits And Perils Of Pseudo-Likelihood Approaches
Chapter 4: An Extended Item Response Tree Model For Wording Effects In Mixed-Format Scales
Chapter 5: The Four-Parameter Normal Ogive Model With Response Time
Chapter 6: A Bayesian Graphical And Probabilistic Proposal For Bias Analysis
Chapter 7: Comparing Hyperprior Distributions To Estimate Variance Components For Interrater Reliability Coefficients
Chapter 8: A Hierarchical Joint Model For Bounded Response Time And Response Accuracy
Chapter 9: Selecting A Presmoothing Model In Kernel Equating
Chapter 10: Practical Implementation Of Test Equating Using R
Chapter 11: Predictive Validity Under Partial Observability
Chapter 12: Multiple-Group Propensity Score Inverse Weights Trimming And Its Impact On Covariate Balance And On Bias In Treatment Effect Estimation
Chapter 13: Procrustes Penalty Function For Matching Matrices To Targets With Its Applications
Chapter 14: Factor Score Estimation From The Perspective Of Item Response Theory
Chapter 15: On The Precision Matrix In The Semi-High Dimensional Settings
Chapter 16: The Performance Of The Modified Continuous A-Stratification Indices In Computerized Adaptive Testing
Chapter 17: Constant CSEM Achieved Through Scale Transformation And Adaptive Testing
Chapter 18: Synergized Bootstrapping: The Whole Is Faster Than The Sum Of Its Parts
Chapter 19: Synchronized Time Profile With Applications To Nearest Neighbor Classification
Chapter 20: Topic Modeling Of Constructed-Response Answers On Social Study Assessments
Chapter 21: Impact Of Measurement Bias On Diagnostic Clinical Measures
Chapter 22: Reliability And Structure Validity Of A Teacher Pedagogical Competencies Scale: A Case Study From Chile
Chapter 23: Psychoperiscope
Chapter 24: Modeling Household Food Insecurity With A Polytomous Rasch Model
Chapter 25: Classical Perspectives Of Controlling Acquiescence With Balanced Scales
Chapter 26: Testing Heterogeneity In Inter-Rater Reliability
Chapter 27: An Application Of Regularized Extended Redundancy Analysis Via Generalized Redundancy Analysis Via Generalized Estimating Equations To The Study Of Co-Occurring Substance Use Among US Adults
Chapter 28: Permutation Test Of Regression Coefficients In Social Network Data Analysis
Index
Chapter 1: Stories Of Successful Careers In Psychometrics And What We Can Learn From Them
Chapter 2: Developing A Concept Map For Rasch Measurement Theory
Chapter 3: Person Parameter Estimation For IRT Models Of Forced-Choice Data: Merits And Perils Of Pseudo-Likelihood Approaches
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2. Text Analytics : Advances and Challenges. 1st ed. 2020
edited by Domenica Fioredistella Iezzi, Damon Mayaffre, Michelangelo Misuraca
出版情報: Cham : Springer International Publishing : Imprint: Springer, 2020
シリーズ名: Studies in Classification, Data Analysis, and Knowledge Organization ;
オンライン: https://doi.org/10.1007/978-3-030-52680-1
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PART - 1 :Techniques, Methods and Models
Chapter 1 - Text Analytics: present, past, and future (Domenica Fioredistella Iezzi, Livia Celardo)
Chapter 2 - Unsupervised analytic strategies to explore large document collections (Michelangelo Misuraca and Maria Spano)
Chapter 3 - Studying narrative flows by Text Analysis e Network Text Analysis (Cristiano Felaco)
Chapter 4 - Key passages : from statistics to deep learning (Laurent Vanni, Marco Corneli, Dominique Longree, Damon Mayaffre and Frederic Precioso)
Chapter 5 - Concentration indices for dialogue dominance phenomena in TV series: the case of the Big Bang Theory (Andrea Fronzetti Colladon and Maurizio Naldi).-Chapter 6 - A conversation analysis of interactions in personal finance forums (Maurizio Naldi)
PART - 2 :Dictionaries and specific languages
Chapter 7 - Big Corpora and Text Clustering: the Italian accounting jurisdiction case (Domenica Fioredistella Iezzi, Rosamaria Berté)
Chapter 8 - Lexicometric paradoxes of frequency: Comparing VoBIS and NVdB (Luisa Revelli)
Chapter 9 - Emotions and dense words in emotional text analysis: An invariant or a contextual relationship? (Nadia Battisti, Francesca Dolcetti).-Chapter 10 – Text Mining of Public Administration documents: preliminary results on judgements (Romano Maria Francesca, Baldassarini Antonella, Pavone Pasquale)
Chapter 11 - Using the First Axis of a Correspondence Analysis as an Analytic Tool (Bénédicte Pincemin, Alexei Lavrentiev and Céline Guillot-Barbance)
Chapter 12 - Discursive Functions of French Modal Forms: What can Correspondence Analysis tell us about Genre and Diachronic Variation? (Corinne Rossari, Ljiljana Dolamic, Annalena Hütsch, Claudia Ricci, Dennis Wandel)
PART - 3 :Multilingual Text Analysis
Chapter 13 - How to think about finding a sign for a multilingual and multimodal French written French sign language platform? (Cédric Moreau)
Chapter 14 - Corpus in “natural” language vs “translation” language: LBC corpora, a tool for bilingual lexicographic writing (Annick Farina, Riccardo Billero)
Chapter 15 - The conditional perfect, a quantitative analysis in English-French comparable-parallel corpora (Daniel Henkel)
Chapter 16 - Repeated and anaphoric segments applied to trilingual knowledge extraction (Lionel Shen)
Chapter 17 - Looking for topics: a brief review (Ludovic Lebart)
PART - 4 :Applications
Chapter 18 - Where are the Social Sciences going to? The Case of the EU-Funded SSH Research Projects (Matteo Gerli)
Chapter 19 - Topic modeling of Twitter conversations: the case of the National University of Colombia (Eliana Sanandres)
Chapter 20 - Analysing occupational safety culture through mass media monitoring (Livia Celardo, Rita Vallerotonda, Daniele De Santis, Claudio Scarici, Antonio Leva)
Chapter 21 – What volunteers do? A textual analysis of voluntary activities in the Italian context (Francesco Santelli, Giancarlo Ragozini, Marco Musella)
Chapter 22 - Free text analysis in electronic clinical documentation (Antonella Bitetto, Luigi Bollani)
Chapter 23 - Educational culture and job market: A text mining approach (Barbara Cordella, Francesca Greco, Paolo Meoli, Vittorio Palermo & Massimo Grasso)
PART - 1 :Techniques, Methods and Models
Chapter 1 - Text Analytics: present, past, and future (Domenica Fioredistella Iezzi, Livia Celardo)
Chapter 2 - Unsupervised analytic strategies to explore large document collections (Michelangelo Misuraca and Maria Spano)
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3. Computational Frameworks for Political and Social Research with Python. 1st ed. 2020
by Josh Cutler, Matt Dickenson
出版情報: Cham : Springer International Publishing : Imprint: Springer, 2020
シリーズ名: Textbooks on Political Analysis ;
オンライン: https://doi.org/10.1007/978-3-030-36826-5
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Chapter 1. Getting Started With Python
Chapter 2. Building Software
Chapter 3. Object-Oriented Programming
Chapter 4. Introduction to Algorithms
Chapter 5. Introduction to Data Structures
Chapter 6. Input, Output, and the Web
Chapter 7. Application Programming Interfaces
Chapter 8. Databases
Chapter 9. NoSQL Databases
Chapter 10. Introduction to Machine Learning with Python
Chapter 11. Linear Programming
Chapter 12. Practical Programming
Chapter 13. Case Study: Image Processing
Chapter 14. Case Study: Natural Language Processing
Chapter 15. Conclusion
Chapter 1. Getting Started With Python
Chapter 2. Building Software
Chapter 3. Object-Oriented Programming
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4. Developments in Demography in the 21st Century. 1st ed. 2020
edited by Joachim Singelmann, Dudley L. Poston, Jr
出版情報: Cham : Springer International Publishing : Imprint: Springer, 2020
シリーズ名: The Springer Series on Demographic Methods and Population Analysis ; 48
オンライン: https://doi.org/10.1007/978-3-030-26492-5
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Part I. Introduction
Chapter 1. “Developments in Demography” (Joachim Singelmann and Dudley L. Poston, Jr.)
Chapter 2. “What’s Changing the World? A Demographer’s Perspective” (Wendy Baldwin)
Part II. Methodological and Statistical Issues
Chapter 3. “A Demographic Evaluation of the Stability of ACS Estimates for ACS Test Sites: 2000 to 2011” (J. Gregory Robinson and Eric B. Jensen)
Chapter 4. “Approaches for Addressing Missing Data in Statistical Analyses of Female and Male Adolescent Fertility” (Eugenia Conde and Dudley L. Poston, Jr.)
Chapter 5. “Considering Local Measures of Poverty Using Shift-Share Techniques: A Comparative Analysis” (Gregory L. Hamilton and Melody Muldrow)
Part III. Data Issues
Chapter 6. “Potential Explanations for the high Net Undercount of Young Children in the U.S. Census” (William P. O’Hare)
Chapter 7. “Babies no Longer: Projecting the 100+ Population.” (Howard Hogan and Sandra Colby)
Chapter 8. “Cohort approaches using educational data of the Czech Republic: Massification of Tertiary Education and its Impact on Education Attainment.” (Vladimír Hulík, Klára Hulíková Tesárková)
Chapter 9. “The Socio-Demographic Consequences of the Deep-Water Horizon Oil Spill: Measurement Issues for Policy Mitigation” (Joachim Singelmann and Corey Sparks)
Part IV. Issues of Health, Aging, and Mortality
Chapter 10. “Determinants of Female Sterilization in Brazil, 2001–2007” (Ernesto F. L. Amaral)
Chapter 11. “Potential reduction in mortality associated with the shifts of population educational structures in the Czech Republic” (Jitka Rychtaříková, Klára Hulíková Tesárková)
Chapter 12. “Aging and family support in the State of Mexico” (Viridiana Sosa Márquez)
Chapter 13. “Impact of population ageing on household structure: evidence from the Czech Republic” (Pavlína Habartová, Klára Hulíková Tesárková, Olga Sivková)
Chapter 14. “Intimate Homicide Mortality in Alaska from a Demographic Perspective” (Donna Shai)
Chapter 15. “Correlates of Cognitive Decline among the Elderly: The Case of Mexicans in Mexico and in the United States” (Silvia Mejia Arango, Joachim Singelmann, Rogelio Saenz)
Part V. Issues in Social Demography
Chapter 16. “The Urban Hierarchies in China and the United States” (Qian Xiong and Dudley L. Poston, Jr.)
Chapter 17. “School District Formation as an Explanation for Spatial and Temporal Dimensions of Concentrated Poverty in Bexar County, Texas” (Matthew Martinez)
Chapter 18. “Marriage Selectivity & Stepfamily Formation (tentative title) (Gabriela Sánchez Soto)
Chapter 19. “Minority Student Participation in International Programs: A Survey of Undergraduate Students Attending HBCUs” (Komanduri S. Murty and Jimmy D. McCamey, Jr.)
Part I. Introduction
Chapter 1. “Developments in Demography” (Joachim Singelmann and Dudley L. Poston, Jr.)
Chapter 2. “What’s Changing the World? A Demographer’s Perspective” (Wendy Baldwin)
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5. Classification and Data Analysis : Theory and Applications. 1st ed. 2020
edited by Krzysztof Jajuga, Jacek Batóg, Marek Walesiak
出版情報: Cham : Springer International Publishing : Imprint: Springer, 2020
シリーズ名: Studies in Classification, Data Analysis, and Knowledge Organization ;
オンライン: https://doi.org/10.1007/978-3-030-52348-0
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Preface
Methods
Comparison of proposals of transformation of nominants into stimulants on the example of financial ratios of companies listed on the Warsaw Stock Exchange
Silhouette index as clustering evaluation tool
The Role of Discretization of Continuous Variables in SocioEconomic Classification Models on the Example of Logistic Regression Models and Artificial Neural Networks
Intuitionistic fuzzy synthetic measure for ordinal data
Improving Classification Accuracy of Ensemble Learning for Symbolic Data Trough Neural Networks’ Feature Extraction
Applications in Finance
Inequality restricted least squares (IRLS) model of real estate prices
Application of Hill estimator to assess extreme risks in the metals market
Segmentation of Enterprises on the Basis of Their Duration Using Survival Trees. Results of an Analysis for Legal Persons and Organizational Entities without Legal Personality in the Łódzkie Voivodship
Corporate Bankruptcy Prediction with the Use of the Logit Leaf Model
The impact of longevity on a valuation of long-term investments returns: the case of selected European countries
Applications in Economics.-Sustainable Development and Green Economy in the European Union Countries – statistical analysis
The review of indicators of data quality in intra-Community trade in goods. The choice of an indicator and its effect on the ranking of countries
Development of ICT in Poland in Comparison with the European Union Countries – Multivariate Statistical Analysis
Sensitivity Analysis in Causal Mediation Effects for TAM Model
Applications in Social Problems
Prentice-Williams-Peterson models in the assessment of the influence of the characteristics of the unemployed on the intensity of subsequent registrations in the labour office
Right-skewed distribution of features and the identification problem of the financial autonomy of local administrative units
Multi-Criteria Rankings with Interdependent Criteria: Case of EU Countries on Their Way to Healthy Lives and Well-Being
The comparison of income distributions for women and men in the European Union countries
Common stochastic mortality trends for multiple European populations
Impact of the selected factors on the men and women wages in Poland in 2014. The conjoint analysis application
Preface
Methods
Comparison of proposals of transformation of nominants into stimulants on the example of financial ratios of companies listed on the Warsaw Stock Exchange
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6. Applied Multiple Imputation : Advantages, Pitfalls, New Developments and Applications in R. 1st ed. 2020
by Kristian Kleinke, Jost Reinecke, Daniel Salfrán, Martin Spiess
出版情報: Cham : Springer International Publishing : Imprint: Springer, 2020
シリーズ名: Statistics for Social and Behavioral Sciences ;
オンライン: https://doi.org/10.1007/978-3-030-38164-6
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1 Introduction and Basic Concepts
2 Missing Data Mechanism and Ignorability
3 Missing Data Methods
4 Multiple Imputation: Theory
5 Multiple Imputation: Application
6 Multiple Imputation: New Developments
A Appendices
Index
1 Introduction and Basic Concepts
2 Missing Data Mechanism and Ignorability
3 Missing Data Methods
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7. Text Analysis with R : For Students of Literature. 2nd ed. 2020
by Matthew L. Jockers, Rosamond Thalken
出版情報: Cham : Springer International Publishing : Imprint: Springer, 2020
シリーズ名: Quantitative Methods in the Humanities and Social Sciences ;
オンライン: https://doi.org/10.1007/978-3-030-39643-5
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Part I Microanalysis
1 R Basics
2 First Foray into Text Analysis with R
3 Accessing and Comparing Word Frequency Data
4 Token Distribution and Regular Expressions
5 Token Distribution Analysis by Chapter
6 Correlation
7 Measures of Lexical Variety
8 Hapax Richness
9 Do it KWIC
10 Do it KWIC(er) (And Better)
Part II Metadata
11 Introduction to dplyr
12 Parsing TEI XML- 13 Parsing and Analyzing Hamlet
14 Sentiment Analysis
Part III Macroanalysis
15 Clustering
16 Classification
17 Topic Modeling
18 Part of Speech Tagging and Named Entity Recognition
Appendices
Index
List of Tables
List of Figures
Part I Microanalysis
1 R Basics
2 First Foray into Text Analysis with R
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8. Random Forests with R. 1st ed. 2020
by Robin Genuer, Jean-Michel Poggi
出版情報: Cham : Springer International Publishing : Imprint: Springer, 2020
シリーズ名: Use R! ;
オンライン: https://doi.org/10.1007/978-3-030-56485-8
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Introduction
CART trees
Random forests
Variable importance
Variable selection
References
Introduction
CART trees
Random forests
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9. Contributions on Theory of Mathematical Statistics. 1st ed. 2020
by Kei Takeuchi
出版情報: Tokyo : Springer Japan : Imprint: Springer, 2020
オンライン: https://doi.org/10.1007/978-4-431-55239-0
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Part I Statistical Prediction
1 Theory of Statistical Prediction
Part II Unbiased Estimation
2 Unbiased Estimation in Case of the Class of Distributions of Finite Rank
3 Some Theorems on Invariant Estimators of Location
Part III Robust Estimation
4 Robust Estimation and Robust Parameter
5 Robust Estimation of Location in the Case of Measurement of Physical Quantity
6 A Uniformly Asymptotically Efficient Estimator of a Location Parameter
Part IV Randomization
7 Theory of Randomized Designs
8 Some Remarks on General Theory for Unbiased Estimation of a Real Parameter of a Finite Population
Part V Tests of Normality
9 The Studentized Empirical Characteristic Function and Its Application to Test for the Shape of Distribution
10 Tests of Univariate Normality
11 The Tests for Multivariate Normality
Part VI Model Selection
12 On the Problem of Model Selection Based on the Data.-Part VII Asymptotic Approximation
13 On Sum of 0-1 Random Variables (I. Univariate Case)
14 On Sum of 0-1 Random Variables (II. Multivariate Case)
15 Algebraic Properties and Validity of Univariate and Multivariate Cornish-Fisher Expansion
Part I Statistical Prediction
1 Theory of Statistical Prediction
Part II Unbiased Estimation
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10. Person-Centered Methods : Configural Frequency Analysis (CFA) and Other Methods for the Analysis of Contingency Tables. 2nd ed. 2020
by Mark Stemmler
出版情報: Cham : Springer International Publishing : Imprint: Springer, 2020
シリーズ名: SpringerBriefs in Statistics ;
オンライン: https://doi.org/10.1007/978-3-030-49421-6
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1. Introducing Person-Centered Methods
2. CFA Software
3. Significance Testing in CFA
4. CFA and Log-Linear Modeling
5. Longitudinal CFA
6. Other Person-Centered Methods Serving as Complimentary Tools for CFA
7. CFA and its Derivatives
Glossary
Index
1. Introducing Person-Centered Methods
2. CFA Software
3. Significance Testing in CFA