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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/CovarianceMatrices|Covariance Matrices]]
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 * [[Statistics/Logit|Logit]]
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 * [[Statistics/FDistribution|F]]
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 * [[Statistic/StudentsTDistribution|Student's t]]
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 * [[Statistics/SobelTest|Sobel test]]
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 * [[Statistics/SurveySampling|Survey Sampling]]
 * [[Statistics/UnequalWeightingAndDesignEffects|Unequal Weighting and Design Effects]]
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 * SurveyWeights
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 * [[Statistics/BayesianHierarchicalModel|Bayesian Hierarchical Model]]
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 * [[Statistics/Lasso|Lasso]]
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 * [[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]]
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 * SurveyError
* [[Statistics/FocusGroups|Focus Groups]]
 * [[Statistics/FocusGroup|Focus Group]]
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 * SurveyNonResponse  * [[Statistics/MarginOfError|Margin of Error]]
 * [[Statistics/NonResponseBias|Non-response Bias]]
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 * [[Statistics/ResponseRates|Response Rates]]
 * SurveyQualitativeCoding
 * [[Statistics/ResponseRate|Response Rate]]
 * [[Statistics/QualitativeCoding|Qualitative Coding]]
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 * [[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]]
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 * [[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
 * [[ImprovingOnProbabilityWeightingForHouseholdSize|Improving on Probability Weighting for Household Size]], Andrew Gelman and Thomas C. Little, 1998
 * [[StatisticalModelingTheTwoCultures|Statistical Modeling: The Two Cultures]], Leo Breiman, 2001
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 * [[StrugglesWithSurveyWeightingAndRegressionModeling|Struggles with Survey Weighting and Regression Modeling]], Andrew Gelman, 2007
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 * [[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


CategoryRicottone CategoryMathematics

Statistics (last edited 2026-04-14 01:16:37 by DominicRicottone)