Sebaran Normal dan Sebaran Penarikan Contoh...Sebaran Penarikan Contoh (Sampling Distibution) We...
Transcript of Sebaran Normal dan Sebaran Penarikan Contoh...Sebaran Penarikan Contoh (Sampling Distibution) We...
Dr. Kusman Sadik, M.Si
Sekolah Pascasarjana Departemen Statistika IPB
Semester Ganjil 2019/2020
Analisis Statistika (STK511)
IPB University─ Bogor Indonesia ─ Inspiring Innovation with Integrity
Sebaran Normal dan
Sebaran Penarikan Contoh (Sampling Distibution)
We have limited our discussion to probability
distributions of discrete random variables. A discrete
random variable takes on only some isolated values,
usually integers representing a count.
We now turn our attention to the probability
distribution of a continuous random variable, one that
can ideally assume any value in an interval.
Variables measured on an underlying continuous
scale, such as weight, strength, life length, and
temperature, have this feature.
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Sebaran peluang p.a. kontinu X disebut sebagai fungsi
kepekatan peluang X (probability density function),
biasanya ditulis f(X)
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Untuk peubah acak X kontinu, maka:
P(X = k) = 0
P(X ≤ k) = P(X < k)
P(X ≥ k) = P(X > k)
dimana k adalah konstanta
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A continuous random variable X also has a mean,
or expected value E(X), as well as a variance
V(X) and a standard deviation.
Their interpretations are the same as in the case
of discrete random variables, but their formal
definitions involve integral calculus and are
therefore not pursued here.
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Mean = Median Symmetric
Mean < Median Skewed to left Mean > Median Skewed to right
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Sebaran Normal merupakan salah satu sebaran
untuk peubah acak kontinu.
Apabila peubak acak X menyebar Normal dengan
E(X) = μ dan V(X) = σ2 ditulis sebagai berikut:
X ~ Normal (μ, σ)
μ dan σ disebut sebagai parameter sebaran Normal
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Johnson : Example 7 (hlm. 240)
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Selesaikan contoh soal di atas menggunakan Minitab,
kemudian bandingkan hasilnya.
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Johnson (Exercise 7.21), hlm. 284
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Johnson (Exercise 7.21), hlm. 284
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Selesaikan soal ini menggunakan Minitab, kemudian
bandingkan hasilnya dengan jawaban Anda pada No.1 di
atas.
Johnson (Exercise 7.41), hlm. 291
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Johnson (Exercise 7.46), hlm. 292
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Johnson (Exercise 7.48), hlm. 292
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Johnson (Exercise 7.48), hlm. 292
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Selesaikan soal ini menggunakan Minitab, kemudian
bandingkan hasilnya dengan jawaban Anda pada No.5 di
atas.
Johnson, R.A. and Bhattacharyya, G.K. 2010.
Statistics, Principles and Methods 6th. John Wiley
& Sons, Inc., New York.
Montgomery, D.C. 2013. Design and Analysis of
Experiments 8th. John Wiley & Sons, Inc.,
Canada.
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