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Missing data occurs whenever a valid observation is not available for any one of the experimental unit Loss information Nonapplicability of standard analysis.

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Presentasi berjudul: "Missing data occurs whenever a valid observation is not available for any one of the experimental unit Loss information Nonapplicability of standard analysis."— Transcript presentasi:

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2 Missing data occurs whenever a valid observation is not available for any one of the experimental unit Loss information Nonapplicability of standard analysis of variance 4/25/ Erlina Ambarwati

3 Common causes of missing data  Improper treatment (nonapplication, incorrect dose, wrong timing)  Destruction of experimental plant (physical damage, pest damage, poor germination)  Lost of harvested samples  Illogical data (recognized after recorded and transcribed) 4/25/ Erlina Ambarwati

4 The new data do not increasing the experiment error.  Experiment error =   (  ij ) 2 missing data  ij =0 4/25/ Erlina Ambarwati

5 Missing data in RCBD 0 If missing data = a 4/25/ Erlina Ambarwati

6 4/25/ Erlina Ambarwati

7 Anova  df total = (t.r-1)-m  df error = [(t-1)(r-1)]-m  m = numbers of missing data 4/25/ Erlina Ambarwati

8 Example 1 IIIIIIIV Y i. A B4950a46145+a C D a753+a 16a-8a+a=423 a=47 or 4/25/ Erlina Ambarwati

9 SVdfBlock3 Treatment3186,67 Error(9-1)-1 Total(15-1)-1 4/25/ Erlina Ambarwati

10 Example 2 IIIIIIIV Y i. A B4950a46145+a C49b b D b149+a705+a+b i) 16a=4( a)-(705+a+b) 9a+b=471 ii) 16b=4( b)-(705+a+b) a+9b=479 4/25/ Erlina Ambarwati

11 Elimination/substitution 9a+b=471 9a+81b= b=-3840 b=48 9a+b=471 9a+48=471 a=47 4/25/ Erlina Ambarwati

12 Konsekuensi adanya missing data untuk uji lanjut dg LSD 4/25/2015Erlina Ambarwati 12 a. Jika tidak ada missing data b. Mengandung satu missing data c. Mengandung dua missing data r 1 dan r 2 : angka ulangan efektif

13 Cara mencari ulangan efektif r 1 dan r 2  Perhatikan treatment tersebut pada tiap blok dalam hubungannya dengan treatment yang lain yang sama-sama mengalami missing data:  Bila treatment I tidak ada nilainya 0  Bila treatment I ada, treatment II tidak ada nilainya ½  Bila treatment I dan treatment II sama-sama adanya nilainya 1 4/25/2015Erlina Ambarwati 13

14 Contoh 4/25/2015Erlina Ambarwati A B Ө C D Ө BD / ½ r 1 = 3 ½ r 2 = 3 ½


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