Abstract

The Arbitrage Pricing Theory (APT) is an alternative model to estimate the price of securities based of arbitrage concept. In APT, the returns of securities are affected by several factors. This research is aimed to estimate the expected returns of securities using APT model and Vector Autoregressive model. There are ten stocks incorporated in Kompas100 index and four macroeconomic variables, these are inflation, exchange rates, the amountof circulate money (JUB), and theinterest rateof Bank Indonesia(SBI) are applied in this research. The first step in using VAR is to test the stationary of the data using colerogram and the results indicate that all data are stationary. The second step is to select the optimal lag based on the smallest value of AIC. The Granger causality test shows that the LPKR stock is affected by the inflation and the exchange rate while the nine other stocks do not show the existence of the expected causality. The results of causality test are then estimated by the VAR models in order to obtain expected returnof macroeconomic factors. The expected return of macroeconomic factors obtained is used in the APT model, then the expected return stock LPKR is calculated. It shows that the expected return of LPKR is 3,340%

Highlights

  • The first step in using Vector Autoregression (VAR) is to test the stationary of the data using colerogram and the results indicate that all data are stationary

  • The second step is to select the optimal lag based on the smallest value of Akaike Information Criteria (AIC)

  • The Granger causality test shows that the Lippo Karawaci (LPKR) stock is affected by the inflation and the exchange rate while the nine other stocks do not show the existence of the expected causality

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Summary

Pendahuluan

Investasi merupakan salah satu alternatif untuk meningkatkan nilai aset pada masa depan sehingga dengan melakukan investasi, penurunan daya beli dapat diimbangi dengan return dari investasi. Pada dunia investasi terdapat suatu risiko dan untuk meminimalkannya investor akan mengestimasi tingkat pengembalian yang diharapkan (expected return). Metode yang biasa digunakan untuk mengestimasi expected return salah satunya adalah Arbitrage Pricing Theory (APT). APT tidak menyebutkan faktor-faktor tersebut, namun diasumsikan bahwa tingkat pengembalian saham dan faktor-faktor tersebut memiliki hubungan yang linear (Fabozzi, F.J., 1999). Faktor-faktor dalam APT dapat diartikan sebagai variabel-variabel makroekonomi yang memengaruhi pergerakan harga saham. Untuk melihat pengaruh dan hubungan kausalitas antara return saham dan variabel-variabel makroekonomi dapat digunakan analisis Vector Autoregression (VAR). Salah satu keunggulan VAR adalah bahwa model VAR ini sederhana, peneliti tidak perlu menentukan mana variabel endogen dan mana variabel eksogen karena semua variabel dalam

Staf Pengajar Jurusan Matematika FMIPA Universitas Udayana
Ulasan Pustaka
Metode Penelitian
Hasil dan Pembahasan
Inflasi
Inflasi Nilai Tukar Mata Uang
Kesimpulan
Full Text
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