Table Of Contents:

• VOLUME 1: FUNDAMENTAL ISSUES IN QUANTITATIVE RESEARCH
• General orientations
• Ten Statisticians and Their Impacts for Psychologists
• Conversations about Three Things
• Minimally Sufficient Research
• On Quantitizing
• Experimental Methods
• The External Validity of Experiments
• Randomized Trials for the Real World: Making as Few and as Reasonable Assumptions as Possible
• Having One's Cake and Eating It, Too: Combining true experiments with regression discontinuity designs
• Survey Research
• Capture-Recapture and Anchored Prevalence Estimation of Injecting Drug Users in England: National and regional estimates
• Constructing Summary Indices of Quality of Life: A model for the effect of heterogeneous importance weights
• Advances in Age-Period-Cohort Analysis
• Selection Bias in Web Surveys and the Use of Propensity Scores
• Methods for Missing Data
• Estimation of Causal Effects via Principal Stratification When Some Outcomes Are Truncated by "Death"
• Multiple Imputation for Missing Data: A cautionary tale
• Multiple Imputation: Current perspectives
• Incomplete Hierarchical Data
• VOLUME 2: MEASUREMENT FOR CAUSAL AND STATISTICAL INFERENCE
• Measurement/Coding
• The Cost of Dichotomization
• Fidelity Criteria: Development, measurement, and validation
• Controlling Error in Multiple Comparisons, with Examples from State-to-State differences in Educational Achievement
• Surrogate Endpoint Validation: Statistical elegance versus clinical relevance
• Causation
• Causation in the Social Sciences: Evidence, inference, and purpose
• Statistical Models for Causation: What inferential leverage do they provide?
• Identification of Causal Parameters in Randomized Studies with Mediating Variables
• Matching Estimators of Causal Effects: Prospects and pitfalls in theory and practice
• Suppressor Variables in Path Models
• Program Evaluation and Individual Assessment
• Are Simple Gain Scores Obsolete?
• Ten Difference Score Myths
• What Are Value-Added Models Estimating and What Does This Imply for Statistical Practice?
• Setting Targets for Health Care Performance: Lessons from a case study of the English NHS
• Statistical Inference
• Correcting a Significance Test for Clustering
• The Insignificance of Null Hypothesis Significance Testing
• A Comparison of Statistical Significance Tests for Selecting Equating Functions
• The Choice of Sample Size: A mixed Bayesian/frequentist approach
• VOLUME 3: ALTERNATIVES TO HYPOTHESIS TESTING
• Confidence Intervals and Effect Sizes
• Toward Policy-Relevant Benchmarks for Interpreting Effect Sizes: Combining effects with costs
• Replication and p Intervals: p values predict the future only vaguely, but confidence intervals do much better
• Confidence Intervals About Score Reliability Coefficients, Please
• Finite Sampling Properties of the Point Estimates and Confidence Intervals of the RMSEA
• Meta-analysis
• Integrating Findings: The meta-analysis of research
• Reliability Generalization: Exploring variance in measurement error affecting score reliability across studies
• The Relationship Between Sample Sizes and Effect Sizes in Systematic Reviews in Education
• An Exploratory Test for an Excess of Significant Findings
• Expanded Information Retrieval Using Full-Text Searching
• Correlation and Regression
• Puzzlingly High Correlations in fMRI Studies of Emotion, Personality, and Social Cognition
• How Is a Statistical Link Established Between a Human Outcome and a Genetic Variant?
• The Perils of Partialling
• Weighting Regressions by Propensity Scores
• Logit and Probit Regression
• Comparing Logit and Probit Coefficients across Groups
• An Additional Measure of Overall Effect Size for Logistic Regression Models
• The Intermediate Endpoint Effect in Logistic and Probit Regression
• An Introduction to Crisp Set QCA with a Comparison to Binary Logistic Regression
• Categorical Data Analysis
• Univariate and Bivariate Loglinear Models for Discrete Test Score Distributions
• Testing for IIA in the Multinomial Logit Model
• Goodness-of-Fit Tests and Descriptive Measures in Fuzzy-Set Analysis
• Is Optimal Matching Suboptimal?
• VOLUME 4: COMPLEX DESIGNS FOR A COMPLEX WORLD
• Structural Equation Modeling
• The General Linear Model as Structural Equation Modeling
• Factor Retention Decisions in Exploratory Factor Analysis: A tutorial on parallel analysis
• A Comparison of Item Response Theory and Confirmatory Factor Analytic Methodologies for Establishing Measurement Equivalence/Invariance
• The Importance of Structure Coefficients in Structural Equation Modeling Confirmatory Factor Analysis
• Multilevel Modeling
• Multilevel Modeling: A review of methodological issues and applications
• Estimating Statistical Power and Required Sample Sizes for Organizational Research Using Multilevel Modeling
• From Micro to Meso: Critical steps in conceptualizing and conducting multilevel research
• Growth Modeling Using Random Coefficient Models: Model building, testing, and illustrations
• Event History, Survival and Longitudinal Analyses
• Multi-State Models for Event History Analysis
• Discrete-Time Survival Mixture Analysis
• Multilevel Random Coefficient Analyses in Event- and Interval-Contingent Data in Social and Personality Psychology Research
• Business Cycles and Turning Points: A survey of statistical techniques
• Computer-Intensive and Hi-Tech Spatial Analysis Methods
• The Validity of Publication and Citation Counts for Sociology and Other Select Disciplines
• A Web Crawler Design for Data Mining
• Analysis of Terrorist Social Networks with Fractal Views
• From Schelling to Spatially Explicit Modeling of Urban Ethnic and Economic Residential Dynamics