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Chiesa Safira Yoviana Hefny

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REPEATED MEASURE ANALYSIS DENGAN R TERHADAP GULA DARAH PUASA (GDP)
# REPEATED MEASURE ANALYSIS DENGAN R # Contoh terapan: Intervensi diet dan olahraga terhadap gula darah puasa (GDP) # pada pasien diabetes (DATA SIMULASI, dibaca dari file Excel) # # Isi: # 0. Paket & pengaturan # 1. Impor data Excel (format lebar -> panjang) # 2. Eksplorasi data: statistik deskriptif, profile plot, spaghetti plot # 3. Repeated Measure ANOVA satu arah (within-subject: Waktu) # 3a. Uji asumsi: outlier, normalitas, sfierisitas (Mauchly) # 3b. ANOVA + koreksi Greenhouse-Geisser / Huynh-Feldt # 3c. Pendekatan multivariat (MANOVA) sebagai pembanding # 3d. Post hoc berpasangan & kontras polinomial (tren) # 3e. Alternatif nonparametrik: uji Friedman # 4. Mixed Design ANOVA (between: Kelompok x within: Waktu) # 4a. Uji asumsi: outlier, normalitas, Levene, Box's M, Mauchly # 4b. ANOVA campuran + ukuran efek # 4c. Analisis efek sederhana (simple effects) & post hoc # 4d. Kontras interaksi (perubahan dari baseline antarkelompok) # 5. Pembanding: Linear Mixed Model (LMM) # 6. Menyimpan data & ringkasan hasil # =============================================================================
Latihan RStudio1
tugas biostastika melakukan operasi perhitungan matematika