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All Journal AdMathEdu : Jurnal Ilmiah Pendidikan Matematika, Ilmu Matematika dan Matematika Terapan JURNAL E-DUMATH GRADIEN AKSIOMA JURNAL PENDIDIKAN MATEMATIKA Edu Sains: Jurnal Pendidikan Sains dan Matematika Al-Jabar : Jurnal Pendidikan Matematika Prosiding Seminar Nasional Matematika dan Pendidikan Matematika NUMERICAL (Jurnal Matematika dan Pendidikan Matematika) Shautut Tarbiyah QALAMUNA: Jurnal Pendidikan, Sosial, dan Agama JMPM: Jurnal Matematika dan Pendidikan Matematika PRISMA Desimal: Jurnal Matematika BAREKENG: Jurnal Ilmu Matematika dan Terapan MAJU : Jurnal Ilmiah Pendidikan Matematika JKPM (Jurnal Kajian Pendidikan Matematika) MAJAMATH: Jurnal Matematika dan Pendidikan Matematika Al-Khwarizmi: Jurnal Pendidikan Matematika dan Ilmu Pengetahuan Alam Transformasi : Jurnal Pendidikan Matematika dan Matematika Variance : Journal of Statistics and Its Applications JPMI (Jurnal Pembelajaran Matematika Inovatif) PHI: Jurnal Pendidikan Matematika An Naba Jurnal Pemikiran dan Penelitian Pendidikan Islam MANAGERE : Indonesian Journal of Educational Management Al-Mal:Jurnal Akuntansi dan Keuangan Islam Journal of Mathematics Education and Science Euler : Jurnal Ilmiah Matematika, Sains dan Teknologi
Achi Rinaldi
UIN Raden Intan Lampung
Religion Arts Humanities Computer Science & IT Control & Systems Engineering Economics, Econometrics & Finance Education Energy Engineering Languange, Linguistic, Communication & Media Mathematics Mechanical Engineering Physics Social Sciences Transportation Other

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Journal : GRADIEN

 1 
Perbandingan FPCA dan FPCR dalam Pemodelan Data Curah Hujan Kabupaten Indramayu Rinaldi, Achi
GRADIEN : Jurnal Ilmiah MIPA Vol 11, No 1 (2015): (Januari 2015)
Publisher : Universitas Bengkulu

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Abstract

  This research was aimed to modelling rainfall in Indramayu based on the information from Sukadana rainfall station. Modelling rainfall data were very usefull for some prediction in the future and for government policy which can prevent some disaster like flood. Statistics methods in this paper were Principal Component Analysis (PCA), Principal Component Regression (PCR), Functional Principal Component Analysis (FPCA), and Functional Principal Component Regression (FPCR).Principal Component Regression (PCR) perform a good result compare with Functional Principal Component Regression (FPCR), but without basis function the both method are equal. R2 value for PCR was 50.13 the same with  FPCR without basis function.RMSEP value and correlation were 77.55 and 0.91 and it showed that PCR was better than FPCR with bspline basis function and fourrier which the value were 110.48 and 0.81, also 136,06 and 0.1. For general FPCR model without basis function was showed the best performance especially FPCR central model that give prediction result for rainfall data was better than the other model. 
Co-Authors Abi Fadila Agus Pahrudin Ahmad Fauzan Ahmad Sodiq Andika Eko Prasetiyo Arfani Manda Tama Budi Santoso Deden Makbuloh Desi Vitona Dian Anggraini Dian Widi Astuti Diana Yonika Sari Dinda Permata Sari Dona Dinda Pratiwi Donald Harris Sihotang Elsa Widya Asri Fitria Adelita Fredi Ganda Putra Gusti Ayu Farah Nabilla Hadi Nasbey Hery Susanto Iip Sugiharta Ikram Mawar Sari Ima Damayanti Kenny Candra Pradana Kenny Candra Pradana Kiki Ambar Sari KOMARUDIN Lusi Anggraini Mu'min Firmansyah Muhamad Syazali, Muhamad Muhammad Akmansyah Mutia Mutia Nanang Supriadi Novalia Novalia Novia Dwi Rahmawati Novitasari Supardi Nurhasanah Leni Nurjanah Nurjanah Nurrasiah, Nurrasiah Okis Fatimah Pranata, Meli R. Suyanto Ramadhani Dewi Purwanti Rany Widyastuti Rany Widyastuti Ratu Ayu Bilqis Rekasepti Anggraini Reni Novilia Riska Fitriana Riyanto Adi Kusumah Riyanto Rizka Putri Rizki Wahyu Yunian Putra Roby Firdian Ruswanda Rosida Rakhmawati Safitri, Julia Dwi Sakti Aktarim Sekar Handayani Siska Andriani Siti Mardiah Siti Mardiah, Siti Siti Patimah Suci M.Hum SH Hartati Suherman Suherman Suherman, Suherman Syamsul Huda Syarifah Sri Rahayu Tama, Arfani Manda Ulfa Iqoh Wahyu Kusumaningtyas Wawan Gunawan Yasinta Rahmawati Yulia Monica Yulistia Devi Yulistiana Yulistiana Yuni Susianto