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| * [[Statistics/StructuralEquationModeling|Structural equation modeling]] | * [[Statistics/StructuralEquationModeling|Structural equation modeling]] (and related reading notes) |
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| * [[Statistics/SurveyNonresponse|Survey nonresponse]] * [[Statistics/SurveyWeights|Survey weights]] |
* [[Statistics/SurveyNonresponse|Survey nonresponse]] (and related reading notes) * [[Statistics/SurveyWeights|Survey weights]] (and related reading notes) |
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| Note: reading notes for the above topics are listed on the respective pages, not here. |
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| * [[AsymptoticallyDistributionFreeMethodsForTheAnalysisOfCovarianceStructures|Asymptotically distribution-free methods for the analysis of covariance structures]], M. W. Browne, 1984 * [[AComparisonOfMethodologiesForTheFactorAnalysisOfNonnormalLikertVariables|A comparison of some methodologies for the factor analysis of non‐normal Likert variables]]; Bengt O. Muthén and David E. Kaplan; 1985 |
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| * [[LatentVariableModelingInHeterogeneousPopulations|Latent Variable Modeling in Heterogeneous Populations]], Bengt O. Muthén, 1989 * [[TheEffectOfWeightTrimmingOnNonlinearSurveyEstimates|The Effect of Weight Trimming on Nonlinear Survey Estimates]], Frank J. Potter, 1993 |
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| * [[SamplingWeightsAndRegressionAnalysis|Sampling Weights and Regression Analysis]], Christopher Winship and Larry Radbill, 1994 * [[MultilevelCovarianceStructureAnalysis|Multilevel Covariance Structure Analysis]], Bengt O. Muthén, 1994 * [[CorrectionsToTestStatisticsAndStandardErrorsInCovarianceStructureAnalysis|Corrections to Test Statistics and Standard Errors in Covariance Structure Analysis]], Albert Satorra and Peter M. Bentler, 1994 * [[ImprovingOnProbabilityWeightingForHouseholdSize|Improving on Probability Weighting for Household Size]], Andrew Gelman and Thomas C. Little, 1998 * [[StructuralEquationModelingWithRobustCovariances|Structural equation modeling with robust covariances]], Ke-Hai Yuan and Peter M. Bentler, 1998 * [[AComparativeReviewOfInteractionAndNonlinearModeling|A Comparative Review of Interaction and Nonlinear Modeling]]; Edward E. Rigdon, Randall E. Schumacker, and Werner Wothke; 1998 * [[RobustTransformationWithApplicationsToStructuralEquationModeling|Robust transformation with applications to structural equation modelling]]; Ke-Hai Yuan, Wai Chan, and Peter M. Bentler; 2000 |
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| * [[StrugglesWithSurveyWeightingAndRegressionModeling|Struggles with Survey Weighting and Regression Modeling]], Andrew Gelman, 2007 * [[TheCalibrationApproachInSurveyTheoryAndPractice|The calibration approach in survey theory and practice]], Carl-Erik Särndal, 2007 * [[ASingleFrameMultiplicityEstimatorForMultipleFrameSurveys|A single frame multiplicity estimator for multiple frame surveys was written]], Fulvia Mecatti, 2007 * [[NonnormalityOfDataInStructuralEquationModels|Non-normality of Data in Structural Equation Models]]; Shengyi Gao, Patricia L. Mokhtarian, and Robert A. Johnston; 2008 * [[PracticalConsiderationsInRakingSurveyData|Practical Considerations in Raking Survey Data]]; Michael P Battaglia, David C Hoaglin, and Martin R Frankel (and sometimes David Izrael); 2009 |
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| * [[StatisticalParadisesAndParadoxesInBigData|Statistical Paradises and Paradoxes in Big Data]], Xiao-Li Meng, 2018 | |
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| * [[ANewParadigmForPolling|A New Paradigm for Polling]], Michael A. Bailey, 2023 * [[TheLawOfLargePopulationsDoesNotHeraldAParadigmShiftInSurveySampling|The “Law of Large Populations” Does Not Herald a Paradigm Shift in Survey Sampling]], Roderick J. Little, 2023 |
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| * [[InvitationLettersIncreaseResponseRatesInEliteSurveys|Invitation Letters Increase Response Rates in Elite Surveys: Evidence from Germany and the United Kingdom]], Nathalie Giger and Miguel M. Pereira, 2025 |
Statistics
A branch of mathematics.
Foundations
Uncertainty
Probability
Prediction
Probability distributions
Probability tests
Samples
Modeling
Econometrics
Psychometrics
Structural equation modeling (and related reading notes)
Non-parametric modeling
Survey analysis
Survey nonresponse (and related reading notes)
Survey weights (and related reading notes)
Natural language processing
Reading Notes
Note: reading notes for the above topics are listed on the respective pages, not here.
Estimation of Relationships for Limited Dependent Variables, James Tobin, 1958
Multiple Frame Surveys, H.O. Hartley, 1962
The Common Structure of Statistical Models of Truncation, Sample Selection and Limited Dependent Variables and a Simple Estimator for Such Models, James J. Heckman, 1976
Sequential Sample Selection Methods, James R. Chromy, 1979
The central role of the propensity score in observational studies for causal effects, Paul R. Rosenbaum and Donald B. Rubin, 1983
Sampling Rare Populations, Graham Kalton and Dallas W. Anderson, 1986
Measurement Error Models, Wayne A. Fuller, 1987
Evidence on the Validity of Cross-sectional and Longitudinal Labor Market Data, John Bound, Charles Brown, Greg J. Duncan, and Willard L. Rodgers, 1994
Statistical Modeling: The Two Cultures, Leo Breiman, 2001
Measurement Validity: A Shared Standard for Qualitative and Quantitative Research, Robert Adcock and David Collier, 2001
Double Sampling, Michael Hidiroglou, 2001
Hierarchical Linear Models: Applications and Data Analysis Methods, Stephen W. Raudenbush and Anthony S. Bryk, 2002
The influence of violations of assumptions on multilevel parameter estimates and their standard errors, Cora J.M. Maas and Joop J. Hox, 2003
Ascertaining the validity of individual protocols from Web-based personality inventories, John A. Johnson, 2004
A simulation study of cell collapsing in poststratification; Jay J. Kim, Linda Tompkins, Jianzhu Li, and Richard Valliant; 2005
Identifying Careless Responses in Survey Data, Andrew Meade, S. Bartholomew Craig, 2012
Respondent use of straight-lining as a response strategy in education survey research: Prevalence and implications; James S. Cole, Alexander C. McCormick, Robert M. Gonyea; 2012
Estimating Measurement Error in Annual Job Earnings, John M. Abowd and Martha H. Stinson, 2013
Why ask why? Forward causal inference and reverse causal questions, Andrew Gelman and Guido Imbens, 2013
Beyond Power Calculations: Assessing Type S (Sign) and Type M (Magnitude) Errors, Andrew Gelman and John Carlin, 2014
How Robust Standard Errors Expose Methodological Problems They Do Not Fix, and What to Do About It, Gary King and Margaret E. Roberts, 2015
Straightlining in Web survey panels over time, Matthias Schonlau and Vera Toepoel, 2015
Sampling-based vs. Design-based Uncertainty in Regression Analysis; Alberto Abadie, Susan Athey, Guido W. Imbens, and Jeffrey M. Wooldridge; 2017
When Should You Adjust Standard Errors for Clustering?; Alberto Abadie, Susan Athey, Guido W. Imbens, and Jeffrey M. Wooldridge; 2017
Why Propensity Scores Should Not Be Used for Matching, Gary King and Richard Nielsen, 2019
Regression and Other Stories, Andrew Gelman, Jennifer Hill, and Aki Vehtari, 2020
Unexpected Event during Surveys Design: Promise and Pitfalls for Causal Inference; Jordi Muñoz, Albert Falcó-Gimeno, and Enrique Hernández; 2020
The Independent Contractor Workforce: New Evidence on Its Size and Composition and Ways to Improve Its Measurement in Household Surveys; Katharine G. Abraham, Brad J. Hershbein, Susan N. Houseman, and Beth C. Truesdale; 2023
The effect of online interviews on the University of Michigan Survey of Consumer Sentiment, Ryan Cummings and Ernie Tedeschi, 2024
Measurement error when surveying issue positions: a MultiTrait MultiError approach; Kim Backström, Alexandru Cernat, Rasmus Sirén, and Peter Söderlund; 2025
Self-Reporting News Use in Situ and in Retrospect; Danit Shalev, Teresa K Naab, and Yariv Tsfati; 2025
Where to place sensitive questions? Experiments on survey response order and measures of discriminatory attitudes; Amanda Sahar d’Urso, Tabitha Bonilla, and Genni Bogdanowicz; 2025