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· 2013· Book chapter

Aplikasi analisis multivariate dengan program IBM SPSS 21 update PLS regresi

Imam Ghozali

Short summary

This book chapter introduces the application of multivariate analysis techniques using IBM SPSS 21, with a specific update on Partial Least Squares (PLS) regression.

AI-generated from the title and abstract; the full text is not read.

Key points

  • Covers a wide array of multivariate analysis techniques including descriptive statistics, T-tests, ANOVA, ANCOVA, MANOVA, and various regression models.
  • Includes detailed explanations of data screening, transformation, reliability, and validity testing.
  • Features specific chapters on moderated regression analysis (MRA), path analysis, and the combined moderator-mediator model (MODMED).
  • Provides an updated section on the application of Partial Least Squares (PLS) regression within the IBM SPSS 21 environment.

AI-generated from the title and abstract; the full text is not read.

Abstract

Daftar Isi: Bab1 : Skala Pengukuran dan Metode Analisis Data Bab 2: Pengenalan Program SPSS, Aplikasi Statistika Deskriptif dan Uji Beda T-Test Bab 3: Data Screening dan Transpormasi Data Bab 4: Uji Reliabilitas dan Validitas Suatu Konstruk Atau Konsep Bab 5: Uji Beda T-Test, Analysis of Variance (ANOVA), Analysis of Covariance (ANCOVA), Dan Multiple Analysis of Variance (MANOVA) Bab 6: Analisis Regresi Bab 7: Uji Asumsi Klasik Bab 8: Regresi Dengan Uji Asumsi Klasik, Variabel Dummy dan Chow Test Bab 9: Model Regresi dengan Bentuk Fungsional Bab 10: Model Regresi Moderasi/Moderated Regression Analysis (MRA) Bab 11: Regresi Dengan Variabel Mediator Atau Intervening, Analisis Jalur Path (Path Analysis) Bab 12: Regresi Dengan Variabel Moderator dan Mediator (MODMED) Bab 13: Analisis Diskriminan Bab 14: Logistic Regression Bab 15: Korelasi Kanonikal (Canonical Correlation) Bab 16: Analisis Conjoin Bab 17: Analisis Faktor Bab 18: Analisis Kluster (Cluster Analysis) Bab 19: Regresi Partial Least Squares (PLS)

The authors' abstract, as published at the source., 2013 · DOI ↗

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