Recommended Location
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Analytics Functionality
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Analytics Description
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Download link
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Contributor
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Analysis > Agreement Analysis
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Bland-Altman Plot
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--
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Download
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Staff at major academic medical center
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Analysis > Agreement Analysis
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Cohen's Kappa
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--
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Download
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Staff at major academic medical center
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Analysis > Agreement Analysis
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Diagnostic Testing
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Diagnostic Accuracy, Sensitivity, specificity, etc.
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Download
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Staff at major academic medical center
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Analysis > Agreement Analysis
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Fleiss' Kappa
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--
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Download
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Staff at major academic medical center
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Analysis > Agreement Analysis
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Intraclass Correlation Coefficients
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Download
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Staff at major academic medical center
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Analysis > Contingency Tables
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Odds Ratios, M by 2 table
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Download
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Staff at major academic medical center
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Analysis > Contingency Tables
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Relative Risks, M by 2 table
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Download
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Staff at major academic medical center
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Analysis > Non Parametric Tests
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Wilcoxon Signed-Rank Test, one sample
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Download
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Staff at major academic medical center
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Analysis > Summary Analysis
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Dataset Comparison
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Shows differences between two datasets using arsenal::comparedf
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Download
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Staff at major academic medical center
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Analysis > Summary Analysis
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Dataset Description
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Descriptives, frequencies, plots for all vars using summarytools::dfSummary
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Download
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Staff at major academic medical center
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Analysis > Summary Analysis
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Multi-Way Frequency List
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Long format n-way tables using base::table, arsenal::freqlist
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Download
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Staff at major academic medical center
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Analysis > Summary Analysis > Advanced
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Summary Statistics, all variables, control levels
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Summary stats with small groups lumped into "Other"
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Download
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Robert Muenchen, University of Tennessee
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Analysis > Summary Analysis > Advanced
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Summary Statistics, selected variables, control levels
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Summary stats with small groups lumped into "Other" using base::summary(maxsum=15)
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Download
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Robert Muenchen, University of Tennessee
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Analysis > Summary Analysis > Variable Summaries Table
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Optional Tests, advanced
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Complex tables of statistics and tests using arsenal::tableBy
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Download
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Staff at major academic medical center
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Analysis > Summary Analysis > Variable Summaries Table
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Optional Tests
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Complex tables of statistics and tests using arsenal::tableBy
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Download
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Staff at major academic medical center
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Analysis > Survival Analysis
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Competing Risks, one group
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--
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Download
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Staff at major academic medical center
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Analysis > Survival Analysis
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Kaplan-Meier Estimation, compare groups
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Download
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Staff at major academic medical center
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Analysis > Survival Analysis
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Kaplan-Meier Estimation, one group
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--
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Download
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Staff at major academic medical center
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Data >
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Add ID Variable
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Download
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Staff at major academic medical center
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Data >
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Find Duplicates
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Download
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Staff at major academic medical center
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Data >
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Merge Datasets (Tidy)
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Merge files using dplyr::join
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Download
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Staff at major academic medical center
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Data >
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Stack Datasets
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Stack datasets using dplyr::bind_rows
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Download
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Staff at major academic medical center
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Data > Compute New Variable(s)
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Conditional Compute, if-then
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Conditional tranformations
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Download
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Staff at major academic medical center
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Data > Compute New Variable(s)
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Conditional Compute, if-then-else
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Conditonal tranformations including "else" condition
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Download
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Staff at major academic medical center
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Data > Factor Levels
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Reorder Levels Manually
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Download
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Staff at major academic medical center
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Data > Factor Levels
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Add New Levels
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--
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Download
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Robert Muenchen, University of Tennessee
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Data > Factor Levels
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Display Levels
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Download
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Robert Muenchen, University of Tennessee
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Data > Factor Levels
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Label NA as "Missing"
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Download
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Robert Muenchen, University of Tennessee
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Data > Factor Levels
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Lumping into "Other"
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Combines levels with tiny counts into "Other" using forcats::fct_lump
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Download
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Robert Muenchen, University of Tennessee
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Data > Factor Levels
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Reorder by Count
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Download
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Robert Muenchen, University of Tennessee
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Data > Factor Levels
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Reorder by Occurrence in Dataset
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Download
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Robert Muenchen, University of Tennessee
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Data > Factor Levels
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Reorder by One Other Variable
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Download
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Robert Muenchen, University of Tennessee
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Data > Factor Levels
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Specify levels to keep or replace by "Other"
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Download
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Robert Muenchen, University of Tennessee
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Data > Missing Values > Missing Values, models imputation
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Classification And Regression Tree (cart)
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Download
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Robert Muenchen, University of Tennessee
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Data > Missing Values > Missing Values, models imputation
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EM Algorithm (em)
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--
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Download
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Robert Muenchen, University of Tennessee
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Data > Missing Values > Missing Values, models imputation
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K Nearest Neighbor (knn)
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--
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Download
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Robert Muenchen, University of Tennessee
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Data > Missing Values > Missing Values, models imputation
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Linear Model (lm)
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--
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Download
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Robert Muenchen, University of Tennessee
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Data > Missing Values > Missing Values, models imputation
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Lasso / Ridge / Elastic-Net (en)
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--
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Download
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Robert Muenchen, University of Tennessee
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Data > Missing Values > Missing Values, models imputation
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Multivariate Random Forest (mf)
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Download
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Robert Muenchen, University of Tennessee
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Data > Missing Values > Missing Values, models imputation
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Predictive Mean Matching (pmm)
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--
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Download
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Robert Muenchen, University of Tennessee
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Data > Missing Values > Missing Values, models imputation
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Robust Linear Model (rlm)
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Download
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Robert Muenchen, University of Tennessee
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Data > Missing Values > Missing Values, models imputation
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Random Forest (rf)
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Download
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Robert Muenchen, University of Tennessee
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Data > Missing Values > Missing Values, models imputation
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Random Hot Deck (rhd)
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Download
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Robert Muenchen, University of Tennessee
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Data > Missing Values > Missing Values, models imputation
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Sequential Hot Deck (shd)
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Download
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Robert Muenchen, University of Tennessee
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Data
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Select First or Last Observations Within Groups
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Download
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Staff at major academic medical center
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Model Fitting >
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Summarizing models for each group
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Compile model-, parameter-, or observation-level stats
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Download
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Robert Muenchen, University of Tennessee
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Model Fitting >
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Mixed Models, basic
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Download
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Steven Miller, Rosalind Franklin University
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Model Fitting > Cox Proportional Hazaards Model
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Cox Single Model
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--
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Download
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Staff at major academic medical center
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Model Fitting > Cox Proportional Hazaards Model
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Cox With Formula
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--
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Download
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Staff at major academic medical center
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Model Fitting > IRT
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Simple Rasch Model
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Psychometric Item Response Theory (IRT) Analysis
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Download
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Iasonas Lamprianou, University of Cyprus
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Model Fitting > IRT
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Simple Rasch Model, multi-faceted
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Psychometric Item Response Theory (IRT) Analysis
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Download
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Iasonas Lamprianou, University of Cyprus
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Model Fitting > IRT
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Partial Credit Model
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Psychometric Item Response Theory (IRT) Analysis
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Download
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Iasonas Lamprianou, University of Cyprus
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Model Fitting > IRT
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Partial Credit Model, mutli-faceted
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Psychometric Item Response Theory (IRT) Analysis
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Download
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Iasonas Lamprianou, University of Cyprus
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Model Fitting > IRT
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Rating Scale Model
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Psychometric Item Response Theory (IRT) Analysis
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Download
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Iasonas Lamprianou, University of Cyprus
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Model Fitting > IRT
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Rating Scale Model, multi-faceted
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Psychometric Item Response Theory (IRT) Analysis
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Download
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Iasonas Lamprianou, University of Cyprus
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