<> "The repository administrator has not yet configured an RDF license."^^ . <> . . "IMPLEMENTASI METODE HYBRID VECTOR AUTOREGRESSIVE\r\nINTEGRATED MOVING AVERAGE (VARIMA) – GATED\r\nRECURRENT UNIT (GRU) DALAM PERAMALAN\r\nHARGA SAHAM PT BANK RAKYAT INDONESIA"^^ . "The capital market plays a crucial role in the national economic growth, including\r\nin Indonesia. PT Bank Rakyat Indonesia is one of the companies with the largest\r\nmarket capitalization, primarily due to its success in the UMKM segment.\r\nHowever, the fluctuations in BRI's stock prices demand in-depth analysis to assist\r\npotential investors in making informed investment decisions. This research aims to\r\n\r\nforecast the stock prices of PT Bank Rakyat Indonesia using the hybrid VARIMA-\r\nGRU method. This method is chosen because it combines VARIMA's ability to\r\n\r\ncapture linear patterns with GRU's advantages in capturing nonlinear patterns. The\r\nresults of the 30-day forward forecasting indicate that the hybrid VARIMA-GRU\r\nmodel performs exceptionally well in the 90% data training and 10% data testing\r\nscheme, with an RMSE value of 91.75 and MAPE of 0.0142%, compared to the\r\n80% data training and 20% data testing scheme.\r\n\r\nKeywords : Capital Market, Stocks, Prediction, Forecasting, VARIMA, GRU,\r\nhybrid model.\r\n\r\nPasar modal berperan penting dalam pertumbuhan ekonomi nasional, termasuk di\r\nIndonesia. PT Bank Rakyat Indonesia adalah salah satu perusahaan dengan\r\nkapitalisasi pasar terbesar, terutama karena keberhasilannya dalam segmen\r\nUMKM. Meskipun demikian, fluktuasi harga saham BRI menuntut adanya analisis\r\nmendalam untuk membantu calon investor dalam membuat keputusan investasi\r\nyang tepat. Penelitian ini bertujuan meramalkan harga saham PT Bank Rakyat\r\nIndonesia dengan menggunakan metode hybrid VARIMA-GRU. Metode ini dipilih\r\nkarena mengombinasikan kemampuan VARIMA dalam menangkap pola linier\r\ndengan keunggulan GRU dalam menangkap pola nonlinier. Hasil peramalan 30 hari\r\nke depan menunjukkan bahwa model hybrid VARIMA-GRU memiliki kinerja yang\r\nsangat baik pada skema 90% data training dan 10% data testing dengan nilai RMSE\r\nsebesar 91,75 dan MAPE sebesar 0,0142%, dibandingkan skema 80% data training\r\ndan 20% data testing.\r\n\r\nKata Kunci : Pasar Modal, Saham, Prediksi, Peramalan, VARIMA, GRU, hybrid\r\nmodel."^^ . "2024-07-09" . . . . . "FAKULTAS MATEMATIKA DAN ILMU PENGETAHUAN ALAM"^^ . . . . . . . "FITHRI"^^ . "SALSABILA ADELIA"^^ . "FITHRI SALSABILA ADELIA"^^ . . . . . . "IMPLEMENTASI METODE HYBRID VECTOR AUTOREGRESSIVE\r\nINTEGRATED MOVING AVERAGE (VARIMA) – GATED\r\nRECURRENT UNIT (GRU) DALAM PERAMALAN\r\nHARGA SAHAM PT BANK RAKYAT INDONESIA (File PDF)"^^ . . . "1.ABSTRAK - salsabila adelia.pdf"^^ . . . "IMPLEMENTASI METODE HYBRID VECTOR AUTOREGRESSIVE\r\nINTEGRATED MOVING AVERAGE (VARIMA) – GATED\r\nRECURRENT UNIT (GRU) DALAM PERAMALAN\r\nHARGA SAHAM PT BANK RAKYAT INDONESIA (File PDF)"^^ . . . "IMPLEMENTASI METODE HYBRID VECTOR AUTOREGRESSIVE\r\nINTEGRATED MOVING AVERAGE (VARIMA) – GATED\r\nRECURRENT UNIT (GRU) DALAM PERAMALAN\r\nHARGA SAHAM PT BANK RAKYAT INDONESIA (File PDF)"^^ . . . "3.SKRIPSI TANPA BAB PEMBAHASAN - salsabila adelia.pdf"^^ . . . "IMPLEMENTASI METODE HYBRID VECTOR AUTOREGRESSIVE\r\nINTEGRATED MOVING AVERAGE (VARIMA) – GATED\r\nRECURRENT UNIT (GRU) DALAM PERAMALAN\r\nHARGA SAHAM PT BANK RAKYAT INDONESIA (Other)"^^ . . . . . . "indexcodes.txt"^^ . . . "IMPLEMENTASI METODE HYBRID VECTOR AUTOREGRESSIVE\r\nINTEGRATED MOVING AVERAGE (VARIMA) – GATED\r\nRECURRENT UNIT (GRU) DALAM PERAMALAN\r\nHARGA SAHAM PT BANK RAKYAT INDONESIA (Other)"^^ . . . . . . "IMPLEMENTASI METODE HYBRID VECTOR AUTOREGRESSIVE\r\nINTEGRATED MOVING AVERAGE (VARIMA) – GATED\r\nRECURRENT UNIT (GRU) DALAM PERAMALAN\r\nHARGA SAHAM PT BANK RAKYAT INDONESIA (Other)"^^ . . . . . . "indexcodes.txt"^^ . . . "IMPLEMENTASI METODE HYBRID VECTOR AUTOREGRESSIVE\r\nINTEGRATED MOVING AVERAGE (VARIMA) – GATED\r\nRECURRENT UNIT (GRU) DALAM PERAMALAN\r\nHARGA SAHAM PT BANK RAKYAT INDONESIA (Other)"^^ . . . . . . "lightbox.jpg"^^ . . . "IMPLEMENTASI METODE HYBRID VECTOR AUTOREGRESSIVE\r\nINTEGRATED MOVING AVERAGE (VARIMA) – GATED\r\nRECURRENT UNIT (GRU) DALAM PERAMALAN\r\nHARGA SAHAM PT BANK RAKYAT INDONESIA (Other)"^^ . . . . . . "preview.jpg"^^ . . . "IMPLEMENTASI METODE HYBRID VECTOR AUTOREGRESSIVE\r\nINTEGRATED MOVING AVERAGE (VARIMA) – GATED\r\nRECURRENT UNIT (GRU) DALAM PERAMALAN\r\nHARGA SAHAM PT BANK RAKYAT INDONESIA (Other)"^^ . . . . . . "medium.jpg"^^ . . . "IMPLEMENTASI METODE HYBRID VECTOR AUTOREGRESSIVE\r\nINTEGRATED MOVING AVERAGE (VARIMA) – GATED\r\nRECURRENT UNIT (GRU) DALAM PERAMALAN\r\nHARGA SAHAM PT BANK RAKYAT INDONESIA (Other)"^^ . . . . . . "small.jpg"^^ . . . "IMPLEMENTASI METODE HYBRID VECTOR AUTOREGRESSIVE\r\nINTEGRATED MOVING AVERAGE (VARIMA) – GATED\r\nRECURRENT UNIT (GRU) DALAM PERAMALAN\r\nHARGA SAHAM PT BANK RAKYAT INDONESIA (Other)"^^ . . . . . . "IMPLEMENTASI METODE HYBRID VECTOR AUTOREGRESSIVE\r\nINTEGRATED MOVING AVERAGE (VARIMA) – GATED\r\nRECURRENT UNIT (GRU) DALAM PERAMALAN\r\nHARGA SAHAM PT BANK RAKYAT INDONESIA (Other)"^^ . . . . . . "IMPLEMENTASI METODE HYBRID VECTOR AUTOREGRESSIVE\r\nINTEGRATED MOVING AVERAGE (VARIMA) – GATED\r\nRECURRENT UNIT (GRU) DALAM PERAMALAN\r\nHARGA SAHAM PT BANK RAKYAT INDONESIA (Other)"^^ . . . . . . "IMPLEMENTASI METODE HYBRID VECTOR AUTOREGRESSIVE\r\nINTEGRATED MOVING AVERAGE (VARIMA) – GATED\r\nRECURRENT UNIT (GRU) DALAM PERAMALAN\r\nHARGA SAHAM PT BANK RAKYAT INDONESIA (Other)"^^ . . . . . . "IMPLEMENTASI METODE HYBRID VECTOR AUTOREGRESSIVE\r\nINTEGRATED MOVING AVERAGE (VARIMA) – GATED\r\nRECURRENT UNIT (GRU) DALAM PERAMALAN\r\nHARGA SAHAM PT BANK RAKYAT INDONESIA (Other)"^^ . . . . . . "lightbox.jpg"^^ . . . "IMPLEMENTASI METODE HYBRID VECTOR AUTOREGRESSIVE\r\nINTEGRATED MOVING AVERAGE (VARIMA) – GATED\r\nRECURRENT UNIT (GRU) DALAM PERAMALAN\r\nHARGA SAHAM PT BANK RAKYAT INDONESIA (Other)"^^ . . . . . . "preview.jpg"^^ . . . "IMPLEMENTASI METODE HYBRID VECTOR AUTOREGRESSIVE\r\nINTEGRATED MOVING AVERAGE (VARIMA) – GATED\r\nRECURRENT UNIT (GRU) DALAM PERAMALAN\r\nHARGA SAHAM PT BANK RAKYAT INDONESIA (Other)"^^ . . . . . . "medium.jpg"^^ . . . "IMPLEMENTASI METODE HYBRID VECTOR AUTOREGRESSIVE\r\nINTEGRATED MOVING AVERAGE (VARIMA) – GATED\r\nRECURRENT UNIT (GRU) DALAM PERAMALAN\r\nHARGA SAHAM PT BANK RAKYAT INDONESIA (Other)"^^ . . . . . . "small.jpg"^^ . . "HTML Summary of #83551 \n\nIMPLEMENTASI METODE HYBRID VECTOR AUTOREGRESSIVE \nINTEGRATED MOVING AVERAGE (VARIMA) – GATED \nRECURRENT UNIT (GRU) DALAM PERAMALAN \nHARGA SAHAM PT BANK RAKYAT INDONESIA\n\n" . "text/html" . . . "500 ilmu pengetahuan alam dan matematika" . . . "510 Matematika" . .