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Search research articles

ABOUT JoVE

Overview Leadership Blog JoVE Help Center

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Publishing Process Editorial Board Scope & Policies Peer Review FAQ Submit

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JoVE Journal Methods Collections JoVE Encyclopedia of Experiments Archive

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Amanda N Baraldi

3PUBLICATIONS

6CO-AUTHORS

Large and complex data theoryStochastic analysis and modellingMiddle Eastern and North African history

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Publications (3)

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|Jul 03, 2026

Tutorial: Using Random Forest Analysis to Identify Auxiliary Variables of Missing Data.

|Sep 09, 2024

Random forest analysis and lasso regression outperform traditional methods in identifying missing data auxiliary variables when the MAR mechanism is nonlinear (p.s. Stop using Little's MCAR test).

Timothy Hayes, Amanda N Baraldi, Stefany Coxe

|Dec 28, 2020

Longitudinal smoking patterns and adult cardiometabolic risk among African Americans.

Ashley H Clawson, Cara N Nwankwo, Amanda N Baraldi

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