Aulia, Rosyada Hasna (2018) Penerapan Analisis Korelasi Kanonik Untuk Mengetahui Keeratan Hubungan Antara Kelompok Variabel Penggerak Kinerja Perusahaan Dengan Kinerja Perusahaan Real Estate Yang Terdaftar Di BEI. Sarjana thesis, Universitas Brawijaya.
Abstract
Sektor bisnis properti bidang Real Estate di Indonesia berkembang cukup pesat. Untuk menarik minat investor, suatu perusahaan harus memiliki kinerja yang baik. Kinerja perusahaan yang baik dapat dilihat berdasarkan kinerja keungan serta nilai perusahaan. Untuk mencapai kinerja perusahaan yang optimal, terdapat beberapa hal yang harus di perhatikan yaitu penggerak kinerja perusahaan antara lain ukuran perusahaan, struktur modal, dan tata kelola perusahaan yang baik (good corporate governance). Pada penelitian ini di analisis hubungan antara dua kelompok variabel secara simultan atau serempak dengan menggunakan analisis korelasi kanonik. Variabel pada penelitian ini berupa variabel laten, sehingga untuk memperoleh data didasarkan pada sifat indikatornya. Variabel Struktur Modal dan Good Corporate Governance memiliki model indikator formatif sehingga untuk memperoleh data menggunakan Analisis Komponen Utama, sedangkan untuk variabel Ukuran Perusahaan, Kinerja Keuangan dan Nilai Perusahaan memiliki model indikator reflektif sehingga untuk memperoleh data menggunakan Analisis Faktor. Berdasarkan hasil analisis korealsi kanonik kelompok variabel penggerak kinerja perusahaan dan kinerja perusahaan menghasilkan dua fungsi kanonik. Fungsi kanonik 1 memiliki korelasi lebih besar daripada fungsi kanonik 2. Pada fungsi kanonik 1 variabel prediktor yang memiliki kontribusi tertinggi dengan variabel kanoniknya adalah Good Corporate, sedangkan pada kelompok variabel respon, variabel yang memberikan kontribusi tertinggi terhadap variabel kanoniknya adalah Nilai Perusahaan. Sehingga dapat disimpulkan bahwa terdapat korelasi antara Struktur Modal pada kelompok variabel penggerak kinerja perusahaan dengan Nilai Perusahaan pada kelompok variabel kinerja perusahaan.
English Abstract
Property business sector real estate in Indonesia is growing quite rapidly. To attract investors, a company must have a good performance. Good corporate performance can be seen based on the performance of financial and corporate value. To achieve optimum corporate performance, there are several things that must be noticed that the company's performance drivers include company size, capital structure, and good corporate governance. In this study the analysis of the relationship between two groups of variables simultaneously or simultaneously by using canonical correlation analysis. The variables in this study are latent variables, so to obtain data is based on the nature of the indicator. Variable Capital Structure and Good Corporate Governance have model indicator formatif so to obtain data using Principal Component Analysis, while for variable of Company Size, Financial Performance and Value Company have model of reflective indicator so to obtain data using Factor Analysis. Based on the results of canonical correlation analysis group of company performance variable and performance of company produce two canonical function. The canonical function 1 has a greater correlation than the canonical function 2. In the canonical function 1 predictor variable that has the highest contribution with the canonical variable is Good Corporate, whereas in the response variable group, the variable that gives the highest contribution to the canonical variable is the Company Value. So it can be concluded that there is a correlation between the Capital Structure in the variable group driving the company's performance with the Company Value in the group of corporate performance variables.
| Item Type: | Thesis (Sarjana) |
|---|---|
| Identification Number: | SKR/MIPA/2018/96/051803501 |
| Uncontrolled Keywords: | Korelasi Kanonik, Analisis Komponen Utama, Analisis Faktor. Cannonical Correlation, Principal Component Analysis, Factor Analysis |
| Subjects: | 500 Natural sciences and mathematics > 519 Probabilities and applied mathematics > 519.5 Statistical mathematics > 519.53 Descriptive statistics, multivariate analysis, analysis of variance and covariance > 519.537 Correlation analysis (Association analysis) |
| Divisions: | Fakultas Matematika dan Ilmu Pengetahuan Alam > Statistika |
| Depositing User: | Budi Wahyono Wahyono |
| Date Deposited: | 24 Jun 2020 04:51 |
| Last Modified: | 18 Oct 2021 02:11 |
| URI: | http://repository.ub.ac.id/id/eprint/168401 |
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