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All Journal FORUM STATISTIKA DAN KOMPUTASI CAUCHY: Jurnal Matematika Murni dan Aplikasi Science and Technology Indonesia Jurnal Matematika: MANTIK Jurnal Matematika Sains dan Teknologi BAREKENG: Jurnal Ilmu Matematika dan Terapan Limits: Journal of Mathematics and Its Applications Jurnal Hilirisasi IPTEKS (JHI) Buletin Ilmiah Nagari Membangun Eksakta : Berkala Ilmiah Bidang MIPA Jurnal Matematika UNAND Sainstek : Jurnal Sains dan Teknologi Warta Pengabdian Andalas: Jurnal Ilmiah Pengembangan Dan Penerapan Ipteks Jurnal Kajian Matematika dan Aplikasinya Makara Journal of Health Research Jurnal Natural Limits: Journal of Mathematics and Its Applications
Hazmira Yozza
Department Of Mathematics And Data Science Faculty Of Mathematics And Natural Science, Andalas University, Indonesia
Agriculture, Biological Sciences & Forestry Humanities Astronomy Biochemistry, Genetics & Molecular Biology Chemical Engineering, Chemistry & Bioengineering Chemistry Civil Engineering, Building, Construction & Architecture Computer Science & IT Control & Systems Engineering Dentistry Earth & Planetary Sciences Economics, Econometrics & Finance Education Energy Engineering Environmental Science Health Professions Immunology & microbiology Languange, Linguistic, Communication & Media Law, Crime, Criminology & Criminal Justice Materials Science & Nanotechnology Mathematics Mechanical Engineering Medicine & Pharmacology Neuroscience Nursing Physics Public Health Social Sciences Transportation Veterinary Other

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Journal : FORUM STATISTIKA DAN KOMPUTASI

 1 
Analisis Data Longitudinal dengan Metode Regresi Berstruktur Pohon (Kasus Penyakit Kencing Manis) Hazmira Yozza; . Siswadi; Budi Suhardjo
FORUM STATISTIKA DAN KOMPUTASI Vol. 6 No. 1 (2001)
Publisher : FORUM STATISTIKA DAN KOMPUTASI

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Abstract

This research aimed to analyzed longitudinal data after a tree structure regression method being applied to the data, to group some objects with the same response profile. The comparison of mean profile of all groups is also shown, as well as the comparison of each group's data with ungrouped data. The analyzed longitudinal response data are the glucose content of diabetes patients who cured in M. Jamil Hospital, Padang. Explanatory variables which assumed as the ones those have contribution to the response value are age, sex, relative body weight, kind of diabetes mellitus, complication, the recorded length of symptomps appearance and calorie content of patient's diet. The best tree of glucose content has tix terminal nodes, so that based on the glucose content profile, diabetes patient can be classified into six groups. The classification is based on the variables of kind of diabetes mellitus, age, complication, and relative body weight. The comparison applied to confidence band of glucose content mean shows that the groups have different mean glucose content. Futhermore, it is obvious that the grouped and ungrouped data have different mean of glucose content profile. It is also shown that patients who have recognized diabetes without complication and with neuropati perifer have possibility of increase of glucose content during the curing period. For other group, the treatment given gives results as expected.
Co-Authors . Siswadi Admi Nazra Afrimayani Afrimayani Afrimayani, Afrimayani Agni Horti Maharani Ainun Mardiah Siregar Aldi Mukhlis AMI LESTARI ANGGUN CITRA DELIMA Arie Hariady Arifin Arrival Rince Putri Asdi, Yudiantri ATIKAH RAHMAH PUTRI Aulia Annisya AYU ALIFAH Azzikra Febriyanti Bahri, Susila Baqi, Ahmad Iqbal Budi Rudianto Budi Rudianto Budi Suhardjo Catrin Muharisa Cindyana Aldrifisia Citra Ariadini Chairunnisa DEBBY ARMETIYANA MARGARETTA Des Welyyanti Deva, Athifa Salsabila Devianto, Dodi DHIYA ANISAH YUNARDI Dian Yosefanny Dina Maulidya Dwi Malahayati Efendi Efendi Efendi, Riswan Elita Rahma Putri ELSA FEBRIANI Evan Ilham Zulheri Ewi Jupit Fadila Aulia FANNY PRIMANDA PITER Fatrika Fahmi Fauzana Hilma FAUZANA LAILATURRAHMI Firdawati, Firdawati Fittri Rahmi Yetti FRILIANDA WULANDARI HABIBATUS SALMI Haripamyu Haripamyu Helmi, Monika Rianti HIDAYATULLAH, M.PIO Ikhlas Pratama Sandi Indah Pratiwi IQBAL HAMONANGAN Iswahyuli . Izzati Rahmi HG Izzati Rahmi HG Jamhari Jamhari Jenizon Jenizon Juliana . Laila Rahmi Lara Mahlindiani Lita Wulandari Aeli LOLANDA SYAMDENA M.PIO HIDAYATULLAH Maiyastri Maiyastri, Maiyastri Marisa . Mawanda Almuhayar Mega Susanti MEILINA DINIARI MIFTAHUL JANNAH HB mila rosa Mira Serma Teti MUHAMMAD HAFANDRY Mutia Yollanda Mutiara Laily Ramadhany Nadia Cindi Eka Putri Nadia Husna Nadia Utika Nadiah Ramadhani Nadira Sri Belinda NADYA PUTRI ALISYA Nadya Putri Alisya Nadya Risna Putri Narwen Narwen NASTHASYA, NOVALISA Nelfa Sari Nelli Hindriani NINDI MAULA AZIZAH Nova Melisty Nova Noliza Bakar NOVALISA NASTHASYA Noverina Alfiany Nur Elvi Sahra Nur Fauzana Nurmaylina Zaja Nurul Saadah Olivia Atinri Olivia Prima Dini Puteri Bulqis Azhari Putri Bulqis Azhari Rachmi Dwinta Sari Radhiatul Husna Rahmat Fajri Rahmat Fajri RAHMI HG, IZZATI Rahyu Silvia Ratih Febi Ramadhani Rescha, Ratna Vrima Resti Nanda Yani RESTY OKTAVIANI Ridho Pascal Willmar Rini Eka Putri Riri Lestari Samat, Nor Azah Sarifah Aulia Seno Pratama SHINTA MUTIA KARNEVA Shinta Wulandari SILVIA YUNANDA Siska Zayendra Siti Juriah Siti Rani Yelfera SRI DELIMAWATI Stepani Burni Safitri Suci Sari Wahyuni Syafwan, Mahdhivan Tessy Oktavia Mukhti Tiara Shofi Edriani Tomi Desra Yuliandi UMMU BUTSAINATUL EL KHAIR Vira Agusta WAHYU ELFIYANA PUTRI Wikasanti Dwi Rahayu Willmar, Ridho Pascal Winalia Agwil WINDA LIDYA Winda Oktari WULANDARI, FRILIANDA Wulandari, Yana Wuri Wulandari Yanita Yanita Yanuar, Ferra Yessi Oktreza Yulianti, Lyra Yuliza Diana Putri Zetra, Aidinil Zikalta Putra Zulakmal, Zulakmal