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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/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/NormalDistribution|Normal]] * [[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/WaldTest|Wald test]] == Samples == * [[Statistics/PostStratification|Post-Stratification]] * [[Statistics/Stratification|Stratification]] * SurveySamples * SurveyWeights == Prediction == * [[Statistics/ConditionalExpectations|Conditional Expectations]] * [[Statistics/ExpectedValues|Expected Values]] * [[Statistics/StandardError|Standard Error]] == Modeling == * [[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]] == Non-parametric Modeling == * [[Statistics/Bagging|Bagging]] * [[Statistics/DecisionTrees|Decision trees]] * [[Statistics/GradientBoosting|Gradient Boosting]] * [[Statistics/RandomForest|Random forest]] == 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]] == 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 * [[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 * [[AscertainingTheValidityOfIndividualProtocols|Ascertaining the validity of individual protocols from Web-based personality inventories]], John A. Johnson, 2004 * [[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
Surveying
Natural Language Processing
Reading Notes
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
Ascertaining the validity of individual protocols from Web-based personality inventories, John A. Johnson, 2004
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