Analisis Data Multivariat

Tahun Akademik:
Gasal 2024/2025
Kelas-Offr:
A-A
Deskripsi:
1. Karakteristik Analisis Mutlivariat 2. Klasifikasi Teknik-Teknik Analisis Multivariat 3. Analisis Dependensi (regresi berganda, analisis diskriminan, Korelasi Kanonikal, MANOVA) 4. Analisis Interdependensi (Analisis Faktor, Analisis Kluster, Multidimensional Scaling) 5. Mengoperasikan program analisis menggunakan SPSS dan SEM
Capaian Pembelajaran

• 1. Memahami berbagai teknik analisis multivariat dengan program SPSS dan SEM
• 2. Menerapkan analisis multivariat dengan program SPSS dan SEM pada sebuah data hasil penelitian
• 3. Mengintepretasikan data luaran analisis multivariat dengan program SPSS dan SEM dengan benar

Daftar Pustaka:

• 1. Black, W., & Babin, B. J. (2019). Multivariate Data Analysis: Its Approach, Evolution, and Impact. In The Great Facilitator (pp. 121–130). Springer International Publishing. https://doi.org/10.1007/978-3-030-06031-2_16
• 2. He, G., Muller, H. G., & Wang, J. L. (2019). Extending Correlation and Regression from Multivariate to Functional Data. In Asymptotics in Statistics and Probability (pp. 197–210). De Gruyter. https://doi.org/10.1515/9783110942002-015
• 3. McNabb, D. E., & McNabb, D. E. (2018). Exploring Multivariate Statistics. In Research Methods for Public Administration and Nonprofit Management (pp. 233–250). Routledge. https://doi.org/10.4324/9781315181158-19
• 4. Mishra, S., & Datta-Gupta, A. (2018). Multivariate Data Analysis. In Applied Statistical Modeling and Data Analytics (pp. 97–118). Elsevier. https://doi.org/10.1016/b978-0-12-803279-4.00005-5
• 5. Multivariate Data Analysis. (2018) (pp. 95–120). https://doi.org/10.1002/9781119409137.ch4
• 6. Vehkalahti, K., Everitt, B. S., Vehkalahti, K., & Everitt, B. S. (2019). Multivariate Data and Multivariate Analysis. In Multivariate Analysis for the Behavioral Sciences (pp. 225–237). CRC Press. https://doi.org/10.1201/9781351202275- 12