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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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 * [[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/UnequalWeightingAndDesignEffects|Unequal Weighting and Design Effects]]
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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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 * SurveyNonResponse  * [[Statistics/NonResponseBias|Non-response Bias]]
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 * SurveyQualitativeCoding  * [[Statistics/QualitativeCoding|Qualitative Coding]]
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== 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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 * [[StatisticalModelingTheTwoCultures|Statistical Modeling: The Two Cultures]], Leo Breiman, 2001
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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

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 2025-04-18 20:38:06 by DominicRicottone)