|
Size: 4087
Comment: Killing SurveyStatistics page
|
Size: 7194
Comment: Links
|
| Deletions are marked like this. | Additions are marked like this. |
| Line 3: | Line 3: |
| [[CategoryMathematics|Mathematics]] applied to data. Generally, all pages on descriptive statistics will be found here. For any statistics applied to social sciences, see [[Econometrics]] instead. For any statistics applied to surveys, see [[SurveyStatistics|Survey Statistics]] instead. |
A branch of [[CategoryMathematics|mathematics]]. |
| Line 12: | Line 9: |
| * [[Statistics/CovarianceMatrices|Covariance Matrices]] | |
| Line 15: | Line 13: |
| Line 25: | Line 21: |
| * [[Statistics/Logit|Logit]] | |
| Line 28: | Line 25: |
| Line 36: | Line 31: |
| * [[Statistics/FDistribution|F]] | |
| Line 37: | Line 33: |
| * [[Statistic/StudentsTDistribution|Student's t]] | |
| Line 38: | Line 35: |
| Line 49: | Line 44: |
| * [[Statistics/SobelTest|Sobel test]] | |
| Line 50: | Line 46: |
| Line 57: | Line 51: |
| * [[Statistics/SurveySampling|Survey Sampling]] * [[Statistics/UnequalWeightingAndDesignEffects|Unequal Weighting and Design Effects]] |
|
| Line 58: | Line 54: |
| * SurveyWeights |
|
| Line 68: | Line 61: |
| Line 72: | Line 63: |
| * [[Statistics/BayesianHierarchicalModel|Bayesian Hierarchical Model]] | |
| Line 75: | Line 67: |
| * [[Statistics/Exogeneity|Exogeneity]] | |
| Line 77: | Line 68: |
| * [[Statistics/Homoskedasticity|Homoskedasticity]] | * [[Statistics/Lasso|Lasso]] |
| Line 82: | Line 73: |
| * [[Statistics/StandardErrors|Standard errors]] * [[Statistics/StructuralEquationModeling|Structural Equation Modeling]] == Non-parametric Modeling == * [[Statistics/Bagging|Bagging]] * [[Statistics/DecisionTrees|Decision trees]] * [[Statistics/GradientBoosting|Gradient Boosting]] * [[Statistics/RandomForest|Random forest]] * [[Statistics/SupportVectorMachines|Support-Vector Machines]] |
|
| Line 84: | Line 85: |
== Analysis == * [[Statistics/FactorAnalysis|Factor analysis]] * [[Statistics/MediationAnalysis|Mediation analysis]] |
|
| Line 88: | Line 94: |
| * SurveyError * [[Statistics/FocusGroups|Focus Groups]] |
* [[Statistics/FocusGroup|Focus Group]] |
| Line 91: | Line 96: |
| * SurveyNonResponse | * [[Statistics/MarginOfError|Margin of Error]] * [[Statistics/NonResponseBias|Non-response Bias]] |
| Line 93: | Line 99: |
| * [[Statistics/ResponseRates|Response Rates]] * SurveyQualitativeCoding |
* [[Statistics/ResponseRate|Response Rate]] * [[Statistics/QualitativeCoding|Qualitative Coding]] |
| Line 96: | Line 102: |
| * [[Statistics/SurveyWeights|Survey Weights]] | |
| Line 97: | Line 104: |
| == Natural Language Processing == | |
| Line 98: | Line 106: |
| * [[Statistics/BagOfWordsModel|Bag of Words Model]] * [[Statistics/NaturalLanguageProcessingDataPreparation|NLP data preparation]] * [[Statistics/WordEmbedding|Word Embedding]] * [[Statistics/RecursiveSequencing|Recursive Sequencing]] * [[Statistics/TopicModel|Topic Model]] * [[Statistics/SentimentAnalysis|Sentiment Analysis]] * [[Statistics/TextClassification|Text Classification]] |
|
| Line 102: | Line 117: |
| * [[TheEffectOfWeightTrimmingOnNonlinearSurveyEstimates|The Effect of Weight Trimming on Nonlinear Survey Estimates]], Frank J. Potter, 1993 | |
| Line 103: | Line 119: |
| * [[SamplingWeightsAndRegressionAnalysis|Sampling Weights and Regression Analysis]], Christopher Winship and Larry Radbill, 1994 * [[ImprovingOnProbabilityWeightingForHouseholdSize|Improving on Probability Weighting for Household Size]], Andrew Gelman and Thomas C. Little, 1998 * [[StatisticalModelingTheTwoCultures|Statistical Modeling: The Two Cultures]], Leo Breiman, 2001 |
|
| Line 104: | Line 123: |
| * [[StrugglesWithSurveyWeightingAndRegressionModeling|Struggles with Survey Weighting and Regression Modeling]], Andrew Gelman, 2007 | |
| Line 106: | Line 126: |
| * [[SamplingBasedVsDesignBasedUncertaintyInRegressionAnalysis|Sampling-based vs. Design-based Uncertainty in Regression Analysis]]; Alberto Abadie, Susan Athey, Guido W. Imbens, and Jeffrey M. Wooldridge; 2017 * [[WhenShouldYouAdjustStandardErrorsForClustering|When Should You Adjust Standard Errors for Clustering?]]; Alberto Abadie, Susan Athey, Guido W. Imbens, and Jeffrey M. Wooldridge; 2017 |
|
| Line 107: | Line 129: |
| * [[TheIndependentContractorWorkforce|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 * [[SurveysOfConsumersTechnicalReport|Surveys of Consumers Technical Report: Technical Documentation for the 2024 Methodological Transition to Web Surveys]], 2024 * [[TheEffectOfOnlineInterviewsOnTheUniversityOfMichiganSurveyOfConsumerSentiment|The effect of online interviews on the University of Michigan Survey of Consumer Sentiment]], Ryan Cummings and Ernie Tedeschi, 2024 * [[MeasurementErrorWhenSurveyingIssuePositions|Measurement error when surveying issue positions: a MultiTrait MultiError approach]]; Kim Backström, Alexandru Cernat, Rasmus Sirén, and Peter Söderlund; 2025 |
Statistics
A branch of mathematics.
Foundations
Probability
Probability Distributions
Probability Tests
Samples
Prediction
Modeling
Non-parametric Modeling
Analysis
Surveying
Natural Language Processing
Reading Notes
Measurement Error Models, Wayne A. Fuller, 1987
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
Improving on Probability Weighting for Household Size, Andrew Gelman and Thomas C. Little, 1998
Statistical Modeling: The Two Cultures, Leo Breiman, 2001
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
Estimating Measurement Error in Annual Job Earnings, John M. Abowd and Martha H. Stinson, 2013
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