statistik klasifikasi analisis data
TRANSCRIPT
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KLASIFIKASI ANALISIS DATA
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Klasifikasi Analisis Data
Analisis Deskriptif / Analisis Univariat- Angka- Sajian data- Ukuran tendency central- Dispersi / Variability- Moment
Analisis Inferensial / Analitik / Analisis Bi-Multivariat - Uji hipotesis- Estimasi
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ANALISIS DESKRIPTIF
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Calculasi / Formula
AngkaRateProporsiRatioHitungan rumus bakuVital statistik
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Sajian Data
Narasi Tabel
- Master tabel / tabel induk- Text tabel / Tabel distribusi frekuensi
* Tabel distribusi frekuensi biasa* Tabel distribusi frekuensi relatif* Tabel distribusi frekuensi komulatif
- Tabel silang / Tabel katagorik / Tabel kontingensi Grafik
- Grafik garis- Grafik batang- Scatter
Diagram- Diagram batang- Diagram ven
Gambar- Pictogram- Peta
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Ukuran Tendency Central
Modus / ModeMedian, kuartil, desil, persentilMean (aritmatik, geometri, harmonik)
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Dispersi / Variability
Range / RentangDeviasi rata – rataVariansiStandar deviasi (SD )Standar error (SE)Koefisien keragaman ( COV )
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Moment
Skewness / KemiringanKurtosis (leptokurtik, platikurtik,
mesokurtik)
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ANALISIS INFERENSIAL
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Analisis Inferensial
Uji HipotesisEstimasi
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Uji Hipotesis
Uji Perbedaan / komparasiUji Hubungan / korelasi
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Uji Perbedaan / KomparasiParametrik Uji beda mean
- Nyata vs standar• SD standar Z score distribusi normal• SD nyata t test distribusi student
- Nyata vs nyata• Satu sampel (pre-post) paired t test (Bivariat)• Dua sampel t test tak berpasangan (Bivariat)• Tiga atau lebih sampel F Analisis of Varians (anova) (Multivariat)
Uji beda proporsi- Nyata vs standar Z score- Nyata vs nyata Z score
Uji beda varian– Satu sampel X2– Dua sampel / populasi F
Non Parametrik 2 sampel indeoendent Fisher, X2, Median, U Mann Whitney, K-S, Run Wald-Wolfowiz,
Reaksi Ekstrem Moses, Randomisasi K sampel independent X2, Median, Kruskal-Wallis 2 sampel berhubungan Mc Nemar, Tanda, Wilcoxon, Walsh, Randomisasi K sampel berhubungan Q Cochran, Friedman
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Uji Hubungan / Korelasi
Parametrik Regresi (Sederhana (Bivariat), ganda, parsial (Multivariat)) Korelasi Moment Product Pearson (Bivariat, Multivariat)
Non Parametrik Regresi logistik Korelasi Rank Spearman Korelasi Rank Kendall Korelasi Parsial Kendal Konkordansi Kendall Koefisien Kontingensi
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Estimasi
Point (Mean, varian, proporsi)
Interval (Mean, varian, proporsi)