mid* semester*e ata* p t - istiarto.staff.ugm.ac.id uts data proc techniques 2015.pdftitle:...

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Universitas Gadjah Mada Faculty of Engineering Master of Engineering in Natural Disaster Management M ID S EMESTER E XAMINATION D ATA P ROCESSING T ECHNIQUES DR.IR.ISTIARTO, M.ENG.|THURSDAY, 22 OCTOBER 2015 | 100 MENIT |OPEN BOOK |WITHOUT KOMPUTER P ROBLEM Table below depicts the frequency of maximum annual rainfall at a rainfall tation, R [mm]. Rainfall, R [mm] 60 100 100 140 140 180 180 220 220 260 260 300 300 340 Frequency 2 6 8 10 7 5 3 1. Draw the cummulative relative frequency of the data and the cdf of normal distribution based on the data. Looking at the histogram and the normal curve, it can be concluded that the rainfall data are normally distributed (follow normal distribution). 2. Estimate the confidence interval of the variance for 0.95 confidence level. 3. Estimate the confidence interval of the rainfall mean for 0.95 confidence level. 4. What is the probability of rainfall being 195210 mm, prob(195 mm < R < 210 mm)? 5. Estimate the confidence level of the rainfall mean being 195210 mm. 6. What is your opinion if somebody says that the mean annual rainfall is 180 mm? Consider 0.90 confidence level. 7. For problem #6, what is your confidence level so that you will accept that the mean of annual rainfall is 180 mm? 8. Determine the 10year rainfall, R10. o0o

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Page 1: MID* SEMESTER*E ATA* P T - istiarto.staff.ugm.ac.id UTS Data Proc Techniques 2015.pdfTitle: Microsoft Word - Soal UTS Data Proc Techniques 2015.docx Created Date: 11/7/2015 11:13:54

Universitas  Gadjah  Mada  Faculty  of  Engineering  Master  of  Engineering  in  Natural  Disaster  Management  

M I D   S EM E S T E R   E X AM I N A T I O N  D A T A   P R O C E S S I N G   T E C H N I Q U E S  

DR.  IR.  ISTIARTO,  M.ENG.  |  THURSDAY,  22  OCTOBER  2015  |  100  MENIT  |  OPEN  BOOK  |  WITHOUT  KOMPUTER  

PROBLEM  Table  below  depicts  the  frequency  of  maximum  annual  rainfall  at  a  rainfall  tation,  R  [mm].  

Rainfall,  R  [mm] 60  –  100   100  –  140   140  –  180 180  –  220 220  –  260 260  –  300 300  –  340  Frequency 2   6 8 10 7 5 3    

1. Draw  the  cummulative  relative  frequency  of  the  data  and  the  cdf  of  normal  distribution  based  on  the  data.  Looking  at  the  histogram  and  the  normal  curve,  it  can  be  concluded  that  the  rainfall  data  are  normally  distributed  (follow  normal  distribution).  

2. Estimate  the  confidence  interval  of  the  variance  for  0.95  confidence  level.  3. Estimate  the  confidence  interval  of  the  rainfall  mean  for  0.95  confidence  level.  4. What  is  the  probability  of  rainfall  being  195-­‐210  mm,  prob(195  mm  <  R  <  210  mm)?  5. Estimate  the  confidence  level  of  the  rainfall  mean  being  195-­‐210  mm.  6. What  is  your  opinion  if  somebody  says  that  the  mean  annual  rainfall  is  180  mm?  Consider  

0.90  confidence  level.  7. For  problem  #6,  what  is  your  confidence  level  so  that  you  will  accept  that  the  mean  of  

annual  rainfall  is  180  mm?  8. Determine  the  10-­‐year  rainfall,  R10.  

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