<> "The repository administrator has not yet configured an RDF license."^^ . <> . . "MODEL VECTOR AUTOREGRESSIVE-GATED RECURRENT\r\nUNIT (VAR-GRU) TERHADAP HARGA SAHAM INDUSTRI\r\n\r\nFARMASI PERIODE 2020-2023"^^ . "Pharmaceutical stock prices have soared dramatically due to critical public\r\nhealth factors due to the COVID-19 pandemic. With the occurrence of unstable\r\nstock price fluctuations, a system is needed that can be used to forecast how\r\nstock prices will move in the future. Utilizing the power of Vector\r\nAutoregressive (VAR) in linear relationship analysis and the ability of Gated\r\nRecurrent Unit (GRU) in capturing nonlinear patterns, a hybrid VAR-GRU\r\nmodel is applied in the hope of improving forecasting accuracy. This research\r\n\r\nforecasts the daily stock price data of Kalbe Farma company. The hybrid VAR-\r\nGRU model with a scheme of 90% training data and 10% testing data is the best\r\n\r\nmodel with a MAPE value of 0.0143 and a T\r\n\r\n2 Hotelling test p-value of 0.066.\r\n\r\nKeywords: VAR, GRU, Hybrid VAR-GRU, Stock Forecasting\r\nHarga saham farmasi sangat melonjak drastis karena faktor kesehatan masyarakat\r\nyang sedang kritis akibat pandemi COVID-19. Dengan terjadinya fluktuasi harga\r\nsaham yang tidak stabil, diperlukan sebuah sistem yang dapat digunakan untuk\r\nmeramalkan bagaimana harga saham akan bergerak di masa depan.\r\nMemanfaatkan kekuatan Vector Autoregressive (VAR) dalam analisis hubungan\r\nlinier dan kemampuan Gated Recurrent Unit (GRU) dalam menangkap pola\r\nnonlinier, model hybrid VAR-GRU diterapkan dengan harapan dapat\r\nmeningkatkan akurasi peramalan. Penelitian ini meramalkan data harga saham\r\nharian perusahaan Kalbe Farma. Model hybrid VAR-GRU dengan skema 90%\r\ndata training dan 10% data testing menjadi model terbaik dengan nilai MAPE\r\nsebesar 0.0143 dan p-value uji T\r\n\r\n2 Hotelling sebesar 0.066.\r\n\r\nKata Kunci: VAR, GRU, Hybrid VAR-GRU, Peramalan Saham"^^ . "2024-07-11" . . . . . "FAKULTAS MATEMATIKA DAN ILMU PENGETAHUAN ALAM "^^ . . . . . . . "Merinda \t"^^ . "\tClara "^^ . "Merinda \t \tClara "^^ . . . . . . "MODEL VECTOR AUTOREGRESSIVE-GATED RECURRENT\r\nUNIT (VAR-GRU) TERHADAP HARGA SAHAM INDUSTRI\r\n\r\nFARMASI PERIODE 2020-2023 (File PDF)"^^ . . . "ABSTRAK - Clara Merinda.pdf"^^ . . . "MODEL VECTOR AUTOREGRESSIVE-GATED RECURRENT\r\nUNIT (VAR-GRU) TERHADAP HARGA SAHAM INDUSTRI\r\n\r\nFARMASI PERIODE 2020-2023 (File PDF)"^^ . . . "MODEL VECTOR AUTOREGRESSIVE-GATED RECURRENT\r\nUNIT (VAR-GRU) TERHADAP HARGA SAHAM INDUSTRI\r\n\r\nFARMASI PERIODE 2020-2023 (File PDF)"^^ . . . "SKRIPSI TANPA PEMBAHASAN - Clara Merinda.pdf"^^ . . . "MODEL VECTOR AUTOREGRESSIVE-GATED RECURRENT\r\nUNIT (VAR-GRU) TERHADAP HARGA SAHAM INDUSTRI\r\n\r\nFARMASI PERIODE 2020-2023 (Other)"^^ . . . . . . "indexcodes.txt"^^ . . . "MODEL VECTOR AUTOREGRESSIVE-GATED RECURRENT\r\nUNIT (VAR-GRU) TERHADAP HARGA SAHAM INDUSTRI\r\n\r\nFARMASI PERIODE 2020-2023 (Other)"^^ . . . . . . "MODEL VECTOR AUTOREGRESSIVE-GATED RECURRENT\r\nUNIT (VAR-GRU) TERHADAP HARGA SAHAM INDUSTRI\r\n\r\nFARMASI PERIODE 2020-2023 (Other)"^^ . . . . . . "indexcodes.txt"^^ . . . "MODEL VECTOR AUTOREGRESSIVE-GATED RECURRENT\r\nUNIT (VAR-GRU) TERHADAP HARGA SAHAM INDUSTRI\r\n\r\nFARMASI PERIODE 2020-2023 (Other)"^^ . . . . . . "lightbox.jpg"^^ . . . "MODEL VECTOR AUTOREGRESSIVE-GATED RECURRENT\r\nUNIT (VAR-GRU) TERHADAP HARGA SAHAM INDUSTRI\r\n\r\nFARMASI PERIODE 2020-2023 (Other)"^^ . . . . . . "preview.jpg"^^ . . . "MODEL VECTOR AUTOREGRESSIVE-GATED RECURRENT\r\nUNIT (VAR-GRU) TERHADAP HARGA SAHAM INDUSTRI\r\n\r\nFARMASI PERIODE 2020-2023 (Other)"^^ . . . . . . "medium.jpg"^^ . . . "MODEL VECTOR AUTOREGRESSIVE-GATED RECURRENT\r\nUNIT (VAR-GRU) TERHADAP HARGA SAHAM INDUSTRI\r\n\r\nFARMASI PERIODE 2020-2023 (Other)"^^ . . . . . . "small.jpg"^^ . . . "MODEL VECTOR AUTOREGRESSIVE-GATED RECURRENT\r\nUNIT (VAR-GRU) TERHADAP HARGA SAHAM INDUSTRI\r\n\r\nFARMASI PERIODE 2020-2023 (Other)"^^ . . . . . . "MODEL VECTOR AUTOREGRESSIVE-GATED RECURRENT\r\nUNIT (VAR-GRU) TERHADAP HARGA SAHAM INDUSTRI\r\n\r\nFARMASI PERIODE 2020-2023 (Other)"^^ . . . . . . "MODEL VECTOR AUTOREGRESSIVE-GATED RECURRENT\r\nUNIT (VAR-GRU) TERHADAP HARGA SAHAM INDUSTRI\r\n\r\nFARMASI PERIODE 2020-2023 (Other)"^^ . . . . . . "MODEL VECTOR AUTOREGRESSIVE-GATED RECURRENT\r\nUNIT (VAR-GRU) TERHADAP HARGA SAHAM INDUSTRI\r\n\r\nFARMASI PERIODE 2020-2023 (Other)"^^ . . . . . . "MODEL VECTOR AUTOREGRESSIVE-GATED RECURRENT\r\nUNIT (VAR-GRU) TERHADAP HARGA SAHAM INDUSTRI\r\n\r\nFARMASI PERIODE 2020-2023 (Other)"^^ . . . . . . "lightbox.jpg"^^ . . . "MODEL VECTOR AUTOREGRESSIVE-GATED RECURRENT\r\nUNIT (VAR-GRU) TERHADAP HARGA SAHAM INDUSTRI\r\n\r\nFARMASI PERIODE 2020-2023 (Other)"^^ . . . . . . "preview.jpg"^^ . . . "MODEL VECTOR AUTOREGRESSIVE-GATED RECURRENT\r\nUNIT (VAR-GRU) TERHADAP HARGA SAHAM INDUSTRI\r\n\r\nFARMASI PERIODE 2020-2023 (Other)"^^ . . . . . . "medium.jpg"^^ . . . "MODEL VECTOR AUTOREGRESSIVE-GATED RECURRENT\r\nUNIT (VAR-GRU) TERHADAP HARGA SAHAM INDUSTRI\r\n\r\nFARMASI PERIODE 2020-2023 (Other)"^^ . . . . . . "small.jpg"^^ . . "HTML Summary of #87536 \n\nMODEL VECTOR AUTOREGRESSIVE-GATED RECURRENT \nUNIT (VAR-GRU) TERHADAP HARGA SAHAM INDUSTRI \n \nFARMASI PERIODE 2020-2023\n\n" . "text/html" . . . "500 ilmu pengetahuan alam dan matematika" . . . "510 Matematika" . .