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Amy Liang

Biographic Data

ID9218107
NAMEAmy Liang
GIVEN NAMESAmy
FAMILY NAMELiang
SIGNATURELIANG A
AFFILIATIONSVanderbilt University
VERIFIEDNo
TOTAL WORKS1
TOTAL CITATIONS0
WORKS AS AUTHOR1
WORKS AS EDITOR0
FIRST PUBLICATION YEAR2026
LATEST PUBLICATION YEAR2026
H-INDEX0
  • Parceling to Lower Indicator-to-Sample-Size Ratio? Instead Try Correcting Your SEM Chi-Square for High p and Modest N to Obtain a Nominal Type I Error Rate Without Parcel-Allocation Variability

    Sonya K Sterba, Amy Liang•ARTICLE•Structural Equation Modeling: A…•2026

    Parceling is routinely recommended to SEM researchers with many items (high p) and modest N in order to “lower indicator-to-sample-size ratio.” Here we show that this directive is a roundabout response to address chi-square distortion at high p and modest N, which in turn leads to egregiously inflated Type I error for the item-level model’s chi-square test of absolute fit. We explain, demonstrate, and provide software to implement two more-direct…

No prominent works on this page.

  • Parceling to Lower Indicator-to-Sample-Size Ratio? Instead Try Correcting Your SEM Chi-Square for High p and Modest N to Obtain a Nominal Type I Error Rate Without Parcel-Allocation Variability

    Sonya K Sterba, Amy Liang•ARTICLE•Structural Equation Modeling: A…•2026

    Parceling is routinely recommended to SEM researchers with many items (high p) and modest N in order to “lower indicator-to-sample-size ratio.” Here we show that this directive is a roundabout response to address chi-square distortion at high p and modest N, which in turn leads to egregiously inflated Type I error for the item-level model’s chi-square test of absolute fit. We explain, demonstrate, and provide software to implement two more-direct…

Electron and X-Ray Spectroscopy Techniques (1 work) · Meta-analysis and systematic reviews (1 work) · Population (1 work) · SAS software applications and methods (1 work) · Statistical analysis (1 work) · Type I and type II errors (1 work)

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