Open Daily: 10am - 10pm | Alley door pickup 10am - 7pm 3038 Hennepin Ave Minneapolis, MN
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  • Open Daily: 10am - 10pm
    Alley-side Pickup: 10am - 7pm

    3038 Hennepin Ave Minneapolis, MN
    612-822-4611

Open Daily: 10am - 10pm | Alley-side Pickup: 10am - 7pm
3038 Hennepin Ave Minneapolis, MN
612-822-4611
Monte Carlo Simulation Power Analysis Using Mplus and R

Monte Carlo Simulation Power Analysis Using Mplus and R

Peugh, James
Litson, Kaylee

Paperback

Series: Methodology in the Social Sciences

Medical ReferenceGeneral PsychologyGeneral Sociology

ISBN10: 1462562841
ISBN13: 9781462562848
Publisher: Guilford Publications
Published: May 1 2026
Pages: 350
Weight: 2.11
Height: 0.80 Width: 7.02 Depth: 9.93
Language: English
Planning effective research investigations requires sophisticated power analysis techniques. This book provides readers with clearly explained tools for using Monte Carlo simulations to estimate the needed sample sizes for adequate statistical power for a variety of modern research designs. Featuring step-by-step instructions, chapters move from simpler cross-sectional designs and path tracing rules to advanced longitudinal designs, while incorporating mediation, moderation, and missing data considerations. Worked-through applied examples with annotated Mplus and R syntax scripts, sample power analysis write-ups, and end-of-chapter suggested readings are also included. The companion website offers Mplus and R code for four additional power analysis models--latent variable moderation, discrete- and continuous-time survival analyses, cross-sectional and longitudinal two-level models, and moderated mediation--as well as supplemental computational materials.

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