Please enable JavaScript.
Coggle requires JavaScript to display documents.
STATIS STATUS - Coggle Diagram
STATIS STATUS
ChatGPT
- Dasar Pengambilan Keputusan Statistik
jenis data, skala pengukuran, ha/ho, p value signifikansi
- Analisis Hubungan (Correlation)
k. pearson (interval/rasio, normal), k. spearman (ordinal/non-par), k. kendall, partial
- Analisis Prediksi (Regression)
"can we predict Y from X"
reg linear sederhana, reg linear berganda, reg logistik (IF Y Kategorikal), Y non-linear
- Analisis Perbedaan (Comparative Tests)
"is there any diff antar kelompok"a. 2 group
- independent t test
- paired t test
b. >2 group
- one way ANOVA
- two way ANOVA
- Analisis Lanjutan Variasi (Advanced Group Analysis)
"ANOVA Child"
- ANCOVA (controlling external variable)
- MANOVA (>1 dependant variable)
- MANCOVA
- Analisis Kausal (Causal Analysis)
"does X causes Y"
- path analysis
- Structural Eduqation Modeling (SEM)
- MedMod (Mediation & Moderation)
"IF data tidak memenusi asumsi"
- Mann-Whitney U
- Wilcoxon
- Kruskal-Wallis
- Friedman
- Uji Khusus (Categorical / Nominal Data)
"???"
- Chi Square
- McNemar Test
- Fisher Exact Test
GEMINI
-
Ukuran Penyebaran
Standar Deviasi, Varians, Range
- Analisis Perbandingan (Uji Beda/T-Test & ANOVA)
Komparatif 2 kelompok
Independent:
- Parametrik - Independent Sample T-Test
- Non Parametrik - Mann-Whitney
Berpasangan
- Parametrik - Paired Sample T-Test (Parametrik)
- Non Paramterik - Wilcoxon
Komparatif >2 Kelompok
- ANOVA
- ANCOVA
- Non Paramaterik: Kruskal-Wallis
- Analisis Hubungan (Korelasi)
- Data Interval/Rasio: Pearson Product Moment
- Data Ordinal: Spearman Rank, Kendal Tau
- Data Nominal: Chi-Square (Uji Asosiasi)
- Analisis Pengaruh (Regresi & Kausal)
- Regresi Linear Sederhana
- Regresi Linear Berganda
- Regresi Logistik
- Analisis Jalur (Path Analysis)
- Analisis Data Kategorikal (Non-Parametrik Khusus)
- Uji McNemar
- Uji Cochran's Q