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| [[CategoryMathematics|Mathematics]] applied to data. Generally, all pages on descriptive statistics will be found here. | A branch of [[CategoryMathematics|mathematics]]. |
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| For any statistics applied to social sciences, see [[Econometrics]] instead. For any statistics applied to surveys, see [[SurveyStatistics|Survey Statistics]] instead. | |
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| * [[Statistics/AverageAbsoluteDeviation|Average Absolute Deviation]] | |
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| * [[Statistics/CovarianceMatrices|Covariance Matrices]] * [[Statistics/DegreesOfFreedom|Degrees of Freedom]] |
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| * [[Statistics/MahalanobisDistance|Mahalanobis Distance]] | |
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| * [[Statistics/BinomialDistribution|Binomial Distribution]] * [[Statistics/NormalDistribution|Normal Distribution]] * [[Statistics/UniformDistribution|Uniform Distribution]] |
* [[Statistics/BayesRule|Bayes' Rule]] * [[Statistics/BayesianNotation|Bayesian Notation]] * [[Statistics/ConditionalProbability|Conditional Probability]] * [[Statistics/Independence|Independence]] * [[Statistics/JointProbability|Joint Probability]] * [[Statistics/Logit|Logit]] * [[Statistics/ProbabilityNotation|Probability Notation]] * [[Statistics/SigmaAlgebraNotation|σ Algebra Notation]] * [[Statistics/TestStatistic|Test Statistic]] == Probability Distributions == * [[Statistics/BernoulliDistribution|Bernoulli]] * [[Statistics/BinomialDistribution|Binomial]] * [[Statistics/ChiSquaredDistribution|Chi-squared]] * [[Statistics/FDistribution|F]] * [[Statistics/NormalDistribution|Normal]] * [[Statistic/StudentsTDistribution|Student's t]] * [[Statistics/UniformDistribution|Uniform]] == Probability Tests == * [[Statistics/CollinearityTest|Collinearity test]] * [[Statistics/HosmerLemeshowTest|Hosmer-Lemeshow test]] * [[Statistics/KolmogorovSmirnovTest|Kolmogorov-Smirnov test]] * [[Statistics/LagrangeMultiplierTest|Lagrange multiplier test]] * [[Statistics/LikelihoodRatioTest|Likelihood-ratio test]] * [[Statistics/PearsonTest|Pearson test]] * [[Statistics/SobelTest|Sobel test]] * [[Statistics/WaldTest|Wald test]] == Samples == * [[Statistics/PostStratification|Post-Stratification]] * [[Statistics/Stratification|Stratification]] * [[Statistics/SurveySampling|Survey Sampling]] * [[Statistics/UnequalWeightingAndDesignEffects|Unequal Weighting and Design Effects]] * SurveySamples == Prediction == * [[Statistics/ConditionalExpectations|Conditional Expectations]] * [[Statistics/ExpectedValues|Expected Values]] * [[Statistics/StandardError|Standard Error]] == Modeling == * [[Statistics/BayesianHierarchicalModel|Bayesian Hierarchical Model]] * [[Statistics/Binning|Binning]] * [[Statistics/CausalInference|Causal Inference]] * [[Statistics/EconometricsNotation|Econometrics Notation]] * [[Statistics/Exogeneity|Exogeneity]] * [[Statistics/GeneralizedLinearModel|Generalized Linear Model]] * [[Statistics/Homoskedasticity|Homoskedasticity]] * [[Statistics/Lasso|Lasso]] * [[Statistics/LogisticModel|Logistic Model]] * [[Statistics/MultilevelModel|Multilevel Model]] * [[Statistics/MultilevelRegressionWithPoststratification|Multilevel Regression with Poststratification]] * [[Statistics/OrdinaryLeastSquares|Ordinary Least Squares]] * [[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]] == Analysis == * [[Statistics/FactorAnalysis|Factor analysis]] * [[Statistics/MediationAnalysis|Mediation analysis]] == Surveying == * [[Statistics/SurveyDisposition|Survey Disposition]] * [[Statistics/FocusGroup|Focus Group]] * [[Statistics/SurveyFrame|Survey Frame]] * [[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]] == Natural Language Processing == * [[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]] == Reading Notes == * [[MeasurementErrorModels|Measurement Error Models]], Wayne A. Fuller, 1987 * [[TheEffectOfWeightTrimmingOnNonlinearSurveyEstimates|The Effect of Weight Trimming on Nonlinear Survey Estimates]], Frank J. Potter, 1993 * [[EvidenceOnTheValidityOfCrossSectionalAndLongitudinalLaborMarketData|Evidence on the Validity of Cross-sectional and Longitudinal Labor Market Data]], John Bound, Charles Brown, Greg J. Duncan, and Willard L. Rodgers, 1994 * [[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 * [[AscertainingTheValidityOfIndividualProtocols|Ascertaining the validity of individual protocols from Web-based personality inventories]], John A. Johnson, 2004 * [[StrugglesWithSurveyWeightingAndRegressionModeling|Struggles with Survey Weighting and Regression Modeling]], Andrew Gelman, 2007 * [[IdentifyingCarelessResponsesInSurveyData|Identifying Careless Responses in Survey Data]], Andrew Meade, S. Bartholomew Craig, 2012 * [[EstimatingMeasurementErrorInAnnualJobEarnings|Estimating Measurement Error in Annual Job Earnings]], John M. Abowd and Martha H. Stinson, 2013 * [[RegressionAndOtherStories|Regression and Other Stories]], Andrew Gelman, Jennifer Hill, and Aki Vehtari, 2020 * [[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 |
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
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