|
Size: 7476
Comment: Cleanup links
|
Size: 8929
Comment: Link
|
| Deletions are marked like this. | Additions are marked like this. |
| Line 7: | Line 7: |
| * [[Statistics/AverageAbsoluteDeviation|Average Absolute Deviation]] | * [[Statistics/AverageAbsoluteDeviation|Average absolute deviation]] |
| Line 9: | Line 9: |
| * [[Statistics/CovarianceMatrices|Covariance Matrices]] * [[Statistics/DegreesOfFreedom|Degrees of Freedom]] |
* [[Statistics/CovarianceMatrices|Covariance matrices]] * [[Statistics/DegreesOfFreedom|Degrees of freedom]] |
| Line 12: | Line 12: |
| * [[Statistics/MahalanobisDistance|Mahalanobis Distance]] | * [[Statistics/MahalanobisDistance|Mahalanobis distance]] |
| Line 16: | Line 16: |
| * [[Statistics/BayesRule|Bayes' Rule]] * [[Statistics/BayesianNotation|Bayesian Notation]] * [[Statistics/ConditionalProbability|Conditional Probability]] |
* [[Statistics/BayesRule|Bayes' rule]] * [[Statistics/BayesianNotation|Bayesian notation]] * [[Statistics/ConditionalProbability|Conditional probability]] |
| Line 20: | Line 20: |
| * [[Statistics/JointProbability|Joint Probability]] | * [[Statistics/JointProbability|Joint probability]] |
| Line 22: | Line 22: |
| * [[Statistics/ProbabilityNotation|Probability Notation]] * [[Statistics/SigmaAlgebraNotation|σ Algebra Notation]] * [[Statistics/TestStatistic|Test Statistic]] |
* [[Statistics/ProbabilityNotation|Probability notation]] * [[Statistics/SigmaAlgebraNotation|σ Algebra notation]] * [[Statistics/TestStatistic|Test statistic]] |
| Line 26: | Line 26: |
| == Probability Distributions == | == Probability distributions == |
| Line 36: | Line 36: |
| == Probability Tests == | == Probability tests == |
| Line 51: | Line 51: |
| * [[Statistics/SurveySampling|Survey Sampling]] | * [[Statistics/SurveySampling|Survey sampling]] |
| Line 56: | Line 56: |
| * [[Statistics/ConditionalExpectations|Conditional Expectations]] * [[Statistics/ExpectedValues|Expected Values]] |
* [[Statistics/ConditionalExpectations|Conditional expectations]] * [[Statistics/ExpectedValues|Expected values]] |
| Line 61: | Line 61: |
| * [[Statistics/BayesianHierarchicalModel|Bayesian Hierarchical Model]] | * [[Statistics/BayesianHierarchicalModel|Bayesian hierarchical model]] |
| Line 63: | Line 63: |
| * [[Statistics/CausalInference|Causal Inference]] * [[Statistics/EconometricsNotation|Econometrics Notation]] * [[Statistics/FixedEffectsModel|Fixed effects Model]] * [[Statistics/GeneralizedLinearModel|Generalized Linear Model]] |
* [[Statistics/CausalInference|Causal inference]] * [[Statistics/EconometricsNotation|Econometrics notation]] * [[Statistics/GeneralizedEstimatingEquation|Generalized estimating equation]] * [[Statistics/GeneralizedLeastSquares|Generalized least squares]] * [[Statistics/GeneralizedLinearModel|Generalized linear model]] |
| Line 70: | Line 71: |
| * [[Statistics/MultilevelRegressionWithPoststratification|Multilevel Regression with Poststratification]] * [[Statistics/OrdinaryLeastSquares|Ordinary Least Squares]] * [[Statistics/PostStratification|Post-Stratification]] |
* [[Statistics/MultilevelRegressionWithPoststratification|Multilevel Regression with poststratification]] * [[Statistics/OrdinaryLeastSquares|Ordinary least squares]] * [[Statistics/PostStratification|Post-stratification]] |
| Line 74: | Line 75: |
| * [[Statistics/StructuralEquationModeling|Structural Equation Modeling]] | * [[Statistics/StructuralEquationModeling|Structural equation modeling]] |
| Line 76: | Line 77: |
| == Non-parametric Modeling == | == Panel modeling == * [[Statistics/FirstDifferencedEstimator|First-differenced estimator]] * [[Statistics/FixedEffectsModel|Fixed effects model]] * [[Statistics/PooledOrdinaryLeastSquaresModel|Pooled OLS model]] * [[Statistics/RandomEffectsModel|Random effects model]] * [[Statistics/UnobservedComponentsModel|Unobserved components model]] == Non-parametric modeling == |
| Line 80: | Line 90: |
| * [[Statistics/GradientBoosting|Gradient Boosting]] | * [[Statistics/GradientBoosting|Gradient boosting]] |
| Line 82: | Line 92: |
| * [[Statistics/SupportVectorMachines|Support-Vector Machines]] | * [[Statistics/SupportVectorMachines|Support-vector machines]] |
| Line 89: | Line 99: |
| == Survey Analysis == | == Survey analysis == |
| Line 91: | Line 101: |
| * [[Statistics/SurveyDisposition|Survey Disposition]] * [[Statistics/FocusGroup|Focus Group]] * [[Statistics/SurveyFrame|Survey Frame]] * [[Statistics/MarginOfError|Margin of Error]] * [[Statistics/NonResponseBias|Non-response Bias]] * [[Statistics/OnlineBulletinBoard|Online Bulletin Board]] * [[Statistics/ResponseRate|Response Rate]] * [[Statistics/QualitativeCoding|Qualitative Coding]] * [[Statistics/SurveyInference|Survey Inference]] * [[Statistics/SurveyWeights|Survey Weights]] * [[Statistics/UnequalWeightingAndDesignEffects|Unequal Weighting and Design Effects]] |
* [[Statistics/SurveyDisposition|Survey disposition]] * [[Statistics/FocusGroup|Focus group]] * [[Statistics/SurveyFrame|Survey frame]] * [[Statistics/MarginOfError|Margin of error]] * [[Statistics/NonResponseBias|Non-response bias]] * [[Statistics/OnlineBulletinBoard|Online bulletin board]] * [[Statistics/ResponseRate|Response rate]] * [[Statistics/QualitativeCoding|Qualitative coding]] * [[Statistics/SurveyInference|Survey inference]] * [[Statistics/SurveyWeights|Survey weights]] * [[Statistics/UnequalWeightingAndDesignEffects|Unequal weighting and design effects]] |
| Line 103: | Line 113: |
| == Natural Language Processing == | == Natural language processing == |
| Line 105: | Line 115: |
| * [[Statistics/BagOfWordsModel|Bag of Words Model]] | * [[Statistics/BagOfWordsModel|Bag of words model]] |
| Line 107: | Line 117: |
| * [[Statistics/WordEmbedding|Word Embedding]] * [[Statistics/RecursiveSequencing|Recursive Sequencing]] * [[Statistics/TopicModel|Topic Model]] * [[Statistics/SentimentAnalysis|Sentiment Analysis]] * [[Statistics/TextClassification|Text Classification]] |
* [[Statistics/WordEmbedding|Word embedding]] * [[Statistics/RecursiveSequencing|Recursive sequencing]] * [[Statistics/TopicModel|Topic model]] * [[Statistics/SentimentAnalysis|Sentiment analysis]] * [[Statistics/TextClassification|Text classification]] |
| Line 116: | Line 126: |
| * [[LatentVariableModelingInHeterogeneousPopulations|Latent Variable Modeling in Heterogeneous Populations]], Bengt O. Muthén, 1989 | |
| Line 119: | Line 130: |
| * [[MultilevelCovarianceStructureAnalysis|Multilevel Covariance Structure Analysis]], Bengt O. Muthén, 1994 | |
| Line 121: | Line 133: |
| * [[HierarchicalLinearModels|Hierarchical Linear Models: Applications and Data Analysis Methods]], Stephen W. Raudenbush and Anthony S. Bryk, 2002 | |
| Line 124: | Line 137: |
| * [[RespondentUseOfStraightliningAsAResponseStrategyInEducationSurveyResearch|Respondent use of straight-lining as a response strategy in education survey research: Prevalence and implications]]; James S. Cole, Alexander C. Mc``Cormick, Robert M. Gonyea; 2012 | |
| Line 126: | Line 140: |
| * [[StraitliningInWebSurveyPanelsOverTime|Straightlining in Web survey panels over time]], Matthias Schonlau and Vera Toepoel, 2015 | |
| Line 133: | Line 148: |
| * [[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
Probability
Probability distributions
Probability tests
Samples
Prediction
Modeling
Panel modeling
Non-parametric modeling
Analysis
Survey analysis
Natural language processing
Reading Notes
Measurement Error Models, Wayne A. Fuller, 1987
Latent Variable Modeling in Heterogeneous Populations, Bengt O. Muthén, 1989
The Effect of Weight Trimming on Nonlinear Survey Estimates, Frank J. Potter, 1993
Evidence on the Validity of Cross-sectional and Longitudinal Labor Market Data, John Bound, Charles Brown, Greg J. Duncan, and Willard L. Rodgers, 1994
Sampling Weights and Regression Analysis, Christopher Winship and Larry Radbill, 1994
Multilevel Covariance Structure Analysis, Bengt O. Muthén, 1994
Improving on Probability Weighting for Household Size, Andrew Gelman and Thomas C. Little, 1998
Statistical Modeling: The Two Cultures, Leo Breiman, 2001
Hierarchical Linear Models: Applications and Data Analysis Methods, Stephen W. Raudenbush and Anthony S. Bryk, 2002
Ascertaining the validity of individual protocols from Web-based personality inventories, John A. Johnson, 2004
Struggles with Survey Weighting and Regression Modeling, Andrew Gelman, 2007
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
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
Regression and Other Stories, Andrew Gelman, Jennifer Hill, and Aki Vehtari, 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
Invitation Letters Increase Response Rates in Elite Surveys: Evidence from Germany and the United Kingdom, Nathalie Giger and Miguel M. Pereira, 2025