Computational Aspects of Psychometric Methods, Martinkov?, Patricia
Автор: Martinkov?, Patricia Название: Computational Aspects of Psychometric Methods ISBN: 0367515385 ISBN-13(EAN): 9780367515386 Издательство: Taylor&Francis Рейтинг: Цена: 22202.00 р. Наличие на складе: Есть у поставщика Поставка под заказ.
Описание: This proceedings volume highlights the latest research and developments in psychometrics and statistics.
Название: Network psychometrics with r ISBN: 0367612941 ISBN-13(EAN): 9780367612948 Издательство: Taylor&Francis Рейтинг: Цена: 8114.00 р. Наличие на складе: Есть у поставщика Поставка под заказ.
Описание: A systematic, innovative introduction to the field of network analysis, Network Psychometrics with R: A Guide for Behavioral and Social Scientists provides a comprehensive overview of and guide to both the theoretical foundations of network psychometrics as well as modelling techniques developed from this perspective. Written by pioneers in the field, this textbook showcases cutting-edge methods in an easily accessible format, accompanied by problem sets and code. After working through this book, readers will be able to understand the theoretical foundations behind network modelling, infer network topology, and estimate network parameters from different sources of data. This book features an introduction on the statistical programming language R that guides readers on how to analyse network structures and their stability using R. While Network Psychometrics with R is written in the context of social and behavioral science, the methods introduced in this book are widely applicable to data sets from related fields of study. Additionally, while the text is written in a non-technical manner, technical content is highlighted in textboxes for the interested reader. Network Psychometrics with R is ideal for instructors and students of undergraduate and graduate level courses and workshops in the field of network psychometrics as well as established researchers looking to master new methods. This book is accompanied by a companion website with resources for both students and lecturers.
Описание: . High Performance Psychometrics - New Results on an Improved Algorithm Estimating Generalized Latent Variable Models.- 2. Properties of second-order exponential models as multidimensional item response models.- 3. Pseudo-likelihood Estimation of Multidimensional Response Models: Polytomous and Dichotomous Items.- 4. Fitting Graded Response Models to Data with Nonnormal Latent Traits.- 5. An Extention of Rudner-based Consistency and Accuracy Indices for Multidimensional Item Response Theory.- 6. Supporting diagnostic inferences using significance tests for subtest scores.- 7. A comparison of two MCMC algorithms for the 2PL IRT model.- 8. Similar DIFs: Differential Item Functioning and Factorial Invariance for Scales with Seven ("Plus or Minus Two") Response Alternatives.- 9. Finally! A Valid Test of Configural Invariance Using Permutation in Multiple-Group CFA.- 10. Outcries of Dual Scaling: The Key is Duality.- 11. The Most Predictable Criterion with Fallible Data.- 12. Asymmetric Multidimensional Scaling of Cognitive Similarities Among Occupational Categories.- 13. On the Relationship Between Squared Canonical Correlation and Matrix Norm.- 14. Breaking through the sum score barrier.- 15. Overestimation of Reliability by Guttman's Lambda 4, Lambda 5, and Lambda 6, and the Greatest Lower Bound.- 16. The Performance of Five Reliability Estimates at Multidimensional Test Situations.- 17. Weighted Guttman errors: Handling ties and two-level data.- 18. Measuring Cognitive Processing Capabilities in Solving Mathematical Problems.- 19. Parameter Constraints of the Reduced RUM as a Logit Model.- 20. Hypothesis Testing for Item Consistency Index in Cognitive Diagnosis Assessment.- 21. The irreplaceability of a reachability matrix.- 22. Ensuring test quality over time by monitoring the equating transformations.- 23. An illustration of the Epanechnikov and Adaptive continuization methods in Kernel equating.- 24. (The Potential for) Accumulated Linking Error in Trend Measurement in Large-Scale Educational Assessments.- 25. IRT observed-score equating with the non-equivalent groups with covariates design.- 26. Causal Inference with Observational Multilevel Data: Investigating Selection and Outcome Heterogeneity.- 27. Non-Equivalent Groups With Covariates Design Using Propensity Scores for Kernel Equating.- 28. A mixture partial credit model analysis using a language-based covariate.- 29. Investigating Constraint-weighted Item Selection Procedures in Unfolding CAT.- 30. Rating Scale Format and Item Sensitivity to Response Style in Large-Scale Assessment.- 31. Mode Comparability Studies for a High-Stakes Testing Program.- 32. Power analysis for t-test with non-normal data and unequal variances.- 33. Statistical Power for One-Way ANOVA with Binary or Count Data.- 34. Bayesian robust estimation in causal two-stage-least-squares modeling with instrumental variables.- 35. Measuring grit among first-generation college students: A psychometric analysis.- 36. A Comparison of Item Parameter and Standard Error Recovery Across Different R Packages for Popular Unidimensional IRT Models
Автор: Marie Wiberg; Steven Culpepper; Rianne Janssen; Jo Название: Quantitative Psychology ISBN: 3030084108 ISBN-13(EAN): 9783030084103 Издательство: Springer Рейтинг: Цена: 15372.00 р. Наличие на складе: Есть у поставщика Поставка под заказ.
Описание: This proceedings book highlights the latest research and developments in psychometrics and statistics. Featuring contributions presented at the 82nd Annual Meeting of the Psychometric Society (IMPS), organized by the University of Zurich and held in Zurich, Switzerland from July 17 to 21, 2017, its 34 chapters address a diverse range of psychometric topics including item response theory, factor analysis, causal inference, Bayesian statistics, test equating, cognitive diagnostic models and multistage adaptive testing. The IMPS is one of the largest international meetings on quantitative measurement in psychology, education and the social sciences, attracting over 500 participants and 250 paper presentations from around the world every year. This book gathers the contributions of selected presenters, which were subsequently expanded and peer-reviewed.
Автор: van der Ark Название: Quantitative Psychology Research ISBN: 331938757X ISBN-13(EAN): 9783319387574 Издательство: Springer Рейтинг: Цена: 16769.00 р. Наличие на складе: Есть у поставщика Поставка под заказ.
Описание: The research articles in this volume cover timely quantitative psychology topics, including new methods in item response theory, computerized adaptive testing, cognitive diagnostic modeling, and psychological scaling. Topics within general quantitative methodology include structural equation modeling, factor analysis, causal modeling, mediation, missing data methods, and longitudinal data analysis. These methods will appeal, in particular, to researchers in the social sciences. The 80th annual meeting took place in Beijing, China, between the 12th and 16th of July, 2014. Previous volumes to showcase work from the Psychometric Society’s Meeting are New Developments in Quantitative Psychology: Presentations from the 77th Annual Psychometric Society Meeting (Springer, 2013), Quantitative Psychology Research: The 78th Annual Meeting of the Psychometric Society (Springer, 2015), and Quantitative Psychology Research: The 79th Annual Meeting of the Psychometric Society, Wisconsin, USA, 2014 (Springer, 2015).
Автор: Marie Wiberg; Steven Culpepper; Rianne Janssen; Jo Название: Quantitative Psychology ISBN: 303001309X ISBN-13(EAN): 9783030013097 Издательство: Springer Рейтинг: Цена: 22359.00 р. Наличие на складе: Есть у поставщика Поставка под заказ.
Описание: This proceedings volume highlights the latest research and developments in psychometrics and statistics. This book compiles and expands on selected and peer reviewed presentations given at the 83rd Annual International Meeting of the Psychometric Society (IMPS), organized by Columbia University and held in New York, USA July 9th to 13th, 2018.The IMPS is one of the largest international meetings on quantitative measurement in education, psychology and the social sciences. The last couple of years it has attracted more than 500 participants and more than 250 paper presentations from researchers around the world.Leading experts in the world and promising young researchers have written the 38 chapters. The chapters address a large variety of topics including but not limited to item response theory, multistage adaptive testing, and cognitive diagnostic models. This volume is the 7th in a series of recent volumes to cover research presented at the IMPS.
Описание: Continuation Ratio Model in Item Response Theory and Selection of Models for Polytomous Items.- Using the Asymmetry of Item Characteristic Curves (ICCs) to Learn about Underlying Item Response Processes.- A Three-Parameter Speeded Item Response Model: Estimation and Application.- An Application of a Random Mixture Nominal Item Response Model for Investigating Instruction Effects.- Item Response Theory Models for Multidimensional Ranking Items.- Different Growth Measures on Different Vertical Scales.- Investigation of Constraint-weighted Item Selection Procedures in Polytomous CAT.- Estimating Classification Accuracy and Consistency Indices for Multidimensional Latent Ability.- Item Response Theory Models for Person Dependence in Paired Samples.- Using Sample Weights in Item Response Data Analysis under Complex Sample Designs.- Scalability Coefficients for Two-Level Polytomous Item Scores: An Introduction and an Application.- Numerical Differences Between Guttman's Reliability Coefficients and the GLB.- A Framework for Optimizing the costs and GT based reliabilities in Large-scale Performance.- A Confirmatory Factor Model for the Investigation of Cognitive Data Showing a Ceiling Effect: an Example.- The Goodness of Sample Loadings of Principal Component Analysis in Approximating to Factor Loadings with High Dimensional Data.- Remedies for Degeneracy in Candecomp/Parafac.- Growth Curve Modeling for Nonnormal Data: A Two-stage Robust Approach versus a Semiparametric Bayesian Approach.- The Specification of Attribute Structures and Its Effects on Classification Accuracy in Diagnostic Test Design.- Conditions of Completeness of the Q-Matrix of Tests for Cognitive Diagnosis.- Application Study of Online Multistage Intelligent Adaptive Testing for Cognitive Diagnosis.- Dichotomous and Polytomous Q Matrix Theory.- Multidimensional Joint Graphical Display of Symmetric Analysis: Back to the Fundamentals.- Classification of Writing Patterns Using Keystroke Logs.- Identifying Useful Features to Detect Off-Topic Essays in Automated Scoring Without Using Topic-Specific Training Essays.- Students' Perceptions of Their Mathematics Teachers in the Longitudinal Study of American Youth (LSAY): A Factor Analytic Approach.- A Study on Factors Influence Chinese Elementary School Teachers' Job Satisfaction.- The Determinants of Training Participation, A Multilevel Approach: Evidence from PIAAC.- Latent Transition Analysis for Program Evaluation with Multivariate Longitudinal Outcomes.- The Theory and Practice of Personality Development Measurement.
Автор: L. Andries van der Ark; Marie Wiberg; Steven A. Cu Название: Quantitative Psychology ISBN: 3319562932 ISBN-13(EAN): 9783319562933 Издательство: Springer Рейтинг: Цена: 22359.00 р. Наличие на складе: Есть у поставщика Поставка под заказ.
Описание: This proceedings volume compiles and expands on selected and peer reviewed presentations given at the 81st Annual Meeting of the Psychometric Society (IMPS), organized by the University of North Carolina at Greensboro, and held in Asheville, North Carolina, July 11th to 17th, 2016. IMPS is one of the largest international meetings focusing on quantitative measurement in psychology, education, and the social sciences, both in terms of participants and number of presentations. The meeting built on the Psychometric Society's mission to share quantitative methods relevant to psychology, addressing a diverse set of psychometric topics including item response theory, factor analysis, structural equation modeling, time series analysis, mediation analysis, cognitive diagnostic models, and multi-level models. Selected presenters were invited to revise and expand their contributions and to have them peer reviewed and published in this proceedings volume. Previous volumes to showcase work from the Psychometric Society's meetings are New Developments in Quantitative Psychology: Presentations from the 77th Annual Psychometric Society Meeting (Springer, 2013), Quantitative Psychology Research: The 78th Annual Meeting of the Psychometric Society (Springer, 2015), Quantitative Psychology Research: The 79th Annual Meeting of the Psychometric Society, Madison, Wisconsin, 2014 (Springer, 2015), and Quantitative Psychology Research: The 80th Annual Meeting of the Psychometric Society, Beijing, 2015 (Springer, 2016).
Автор: Levy Roy, Mislevy Robert J. Название: Bayesian Psychometric Modeling ISBN: 1439884676 ISBN-13(EAN): 9781439884676 Издательство: Taylor&Francis Рейтинг: Цена: 14086.00 р. Наличие на складе: Есть у поставщика Поставка под заказ.
Описание:
A Single Cohesive Framework of Tools and Procedures for Psychometrics and Assessment
Bayesian Psychometric Modeling presents a unified Bayesian approach across traditionally separate families of psychometric models. It shows that Bayesian techniques, as alternatives to conventional approaches, offer distinct and profound advantages in achieving many goals of psychometrics.
Adopting a Bayesian approach can aid in unifying seemingly disparate-and sometimes conflicting-ideas and activities in psychometrics. This book explains both how to perform psychometrics using Bayesian methods and why many of the activities in psychometrics align with Bayesian thinking.
The first part of the book introduces foundational principles and statistical models, including conceptual issues, normal distribution models, Markov chain Monte Carlo estimation, and regression. Focusing more directly on psychometrics, the second part covers popular psychometric models, including classical test theory, factor analysis, item response theory, latent class analysis, and Bayesian networks. Throughout the book, procedures are illustrated using examples primarily from educational assessments. A supplementary website provides the datasets, WinBUGS code, R code, and Netica files used in the examples.
Автор: Marie Wiberg; Steven Culpepper; Rianne Janssen; Jo Название: Quantitative Psychology ISBN: 3319772481 ISBN-13(EAN): 9783319772486 Издательство: Springer Рейтинг: Цена: 15372.00 р. Наличие на складе: Есть у поставщика Поставка под заказ.
Описание: Chapter 1. Optimal Scores as an Alternative to Sum Scores (Marie Wiberg).- Chapter 2. Disentangling Treatment and Placebo Effects in Randomized Experiments Using Principal Stratification: An Introduction (Reagan Mozer).- Chapter 3. Some Measures of the Amount of Adaptation for Computerized Adaptive Tests (Mark Reckase).- Chapter 4. Investigating the Constrained-weighted Item Selection Methods for CD-CAT (Ya-Hui Su).- Chapter 5. Modeling Accidental Mistakes in Multistage Testing: A Simulation Study (Thales Ricarte).- Chapter 6. On the Usefulness of Inter-Rater Reliability Coefficients (Debby ten Hove). Chapter 7. An Evaluation of Rater Agreement Indices Using Generalizability Theory (Dongmei Li).
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