Analisis Regresi Tujuan Salah satu tujuan dari analisis regresi adalah untuk menentukan bentuk hubungan antara variabel-variabel dari sekumpulan data dimana data tersebut bisa berbentuk univariat maupun multivariat Model Regresi Linier variabel terikat hanye dipengaruhi oleh satu variable bebas . Persamaan : variabel terikat tidak hanya dipengaruhi oleh satu variable bebas . Persamaan :
Analisis Multivariat Pengertian Analisis multivariat adalah analisis statistika yang dikenakan pada data yang terdiri dari banyak variabel dan antar variabel saling berkorelasi . Data Data multivariat terdiri atas lebih dari satu variabel . Misalnya data dari n pengamatan pada p. Sehingga dapat disusun matriks dengan n baris dan p kolom . dinotasikan X seperti berikut .
Analisis Multivariat Model Regresi Model regresi multivariat adalah model regresi dengan lebih dari satu variabel respon yang saling berkorelasi dan satu atau lebih variabel prediktor . Misalkan terdapat variabel respon berjumlah q yaitu Y 1 , Y 2 , …, Y q dan p variabel prediktor yaitu X 1 , X 2 , … , X p , maka model linier multivariat respon ke - q adalah : …. Dengan Y q = variabel respon ke – q X p = variabel prediktor ke – p , , , …, = parameter regresi ( nilainya belum diketahui ) = error persamaan Model regresi multivariat yang terdiri dari q model linier secara simultan dapat ditunjukkan bentuk matriks pada persamaan sebagai berikut . , Dengan , n = banyaknya observasi , p = banyaknya variabel predictor, q = banyaknya variabel respon
Analisis Multivariat Pengertian Model Regresi Neptune is the farthest planet from the Sun. It’s the fourth-largest by diameter Data Mars 45% Despite being red, Mars is a cold place full of iron oxide dust. It was named after a god
A nalisis Regresi Multivariat Pengertian Analisis regresi multivariat merupakan metode statistik yang memungkinkan dalam meneliti hubungan lebih dari dua variable secara bersamaan 01 Ma rs Despite being red, it’s a cold place full of iron oxide dust 35 Jupiter It’s a gas giant and the biggest planet in the Solar System 80 Mercury Mercury is the closest planet to the Sun and the smallest one 50
Design Elements Infographics Mars 75% Despite being red, Mars is a cold place Neptune It is the farthest planet from the Sun 90% Despite being red, Mars is a cold place Mars Mercury is the closest planet to the Sun Mercury It's the biggest planet in the Solar System Jupiter It is the farthest planet from the Sun Neptune 5 , 000 1 50 , 000 3 00 , 000
Design Elements Infographics 02 04 Mars Despite being red, it is actually a cold place full of iron oxide dust Jupiter Jupiter is a gas giant and the biggest planet in the Solar System Mercury is the closest planet to the Sun and the smallest one Mercury Venus It has a beautiful name and is the second planet from the Sun 01 03
Design Elements Infographics Jupiter Jupiter is the biggest planet in the Solar System Mars Despite being red, it’s actually a cold place Saturn Saturn is a gas giant and has several rings Neptune Neptune is the farthest planet from the Sun 180 160 140 12 1 00 80 60 4 2
Design Elements Infographics Neptune The reason why Neptune is blue is due to the presence of gas methane Saturn Saturn is the ringed one. It’s composed mostly of hydrogen and helium 55% 45%
Design Elements Infographics Jupiter Jupiter is a gas giant and the biggest object in the Solar System 1,000 2,000 3,000 01 Mercury Mercury is the closest planet to the big Sun and the smallest one 02 Mars Despite being red, planet Mars is a really cold place, not a hot one 03
Design Elements Infographics Mercury Mercury is the closest planet to the Sun and the smallest one Mars Despite being red, is actually cold and full of iron oxide dust Jupiter It’s a gas giant and the biggest planet in the Solar System Saturn Saturn is composed mostly of hydrogen and also helium 70% 35% 80% 50%
Design Elements Infographics 21% 35% Mercury Neptune Mars Despite being red, Mars is actually a cold place Mercury is the smallest planet in the Solar System 57% Neptune is the farthest planet from the Sun 01 Earth is the planet where we live on 02% Saturn is a gas giant and has several rings 03 It's the biggest planet in the Solar System
Design Elements Infographics Venus Venus has a beautiful name and is the second planet from the Sun It’s the smallest planet in the Solar System It’s the biggest planet in the Solar System Saturn is a planet composed of hydrogen and helium Mars is actually a cold place. It’s full of iron oxide dust Mars Jupiter Saturn Mercury 50% 80% 40% 70%
Design Elements Infographics Mercury Mercury is the closest planet to the Sun and the smallest one Mars Despite being red, it ’ s a cold place full of iron oxide dust Jupiter It’s a gas giant and the biggest planet in the Solar System Mercury Mercury is the closest planet to the Sun and the smallest one 100 90 80 70 60 50 40 30 20 10 70 60 50 40 30 20 10
Design Elements Infographics Jupiter Jupiter is a gas giant and is the biggest planet in the Solar System Neptune The reason why Neptune is blue is due to the presence of gas methane Saturn Saturn is the ringed one. It’s composed mostly of hydrogen and helium Mars Despite being red, Mars is a cold place. The planet is full of iron oxide dust 35% 30% 20% 15%
Design Elements Infographics The planet’s name has nothing to do with the liquid metal, since it was named after the Roman messenger god, Mercury Mercury 50% 40% 30% 20% 10% Venus has a beautiful name and is the second planet from the Sun. It’s the second-brightest natural object in the sky Venus 10% 20% 30% 40% 50%
Design Elements Infographics It’s composed of hydrogen and helium Mercury is the closest planet to the Sun Despite being red, Mars is a cold place Mercury 02 Saturn 03 Jupiter 01
Design Elements Infographics Mercury is the closest planet to the Sun and the smallest one Venus has a beautiful name and is the second planet from the Sun +20 -40 -20 -30 +30 +40 Despite being red, Mars is actually a cold place full of iron oxide dust Venus Mercury Mars
Design Elements Infographics Neptune is the farthest planet from the Sun Neptune Despite being red, Mars is a cold place Mars Mercury is the closest planet to the Sun Mercury 30% 60% 75%
Design Elements Infographics Mars Despite being red, Mars is a very cold place. It’s full of iron oxide dust, which gives this planet its reddish cast Mercury Mercury is the closest planet to the Sun and the smallest one in the Solar System. It was named after a Roman deity 70% 30%
Design Elements Infographics Venus Venus is the second planet from the Sun Mars Despite being red, Mars is a cold place Mercury It’s the closest planet to the Sun 50% 30% 20%
Design Elements Infographics Venus Venus is the second planet from the Sun 50% Mars Despite being red, Mars is a cold place 30% Mercury It’s the closest planet to the Sun 90% Neptune It’s the farthest planet from the Sun 75%
Design Elements Infographics Despite being red, Mars is a cold place Mars Mercury is the closest planet to the Sun Mercury Venus is the second planet from the Sun Venus It’s the biggest planet in the Solar System Jupiter
Design Elements Infographics Despite being red, Mars is a cold place Mars 60% Mercury is the closest planet to the Sun Mercury 53% It’s a gas giant and the biggest planet Neptune 75% Venus is the second planet from the Sun Venus 61%
Design Elements Infographics 80% Venus Venus has a beautiful name and is the second one from the Sun 50% Mercury Mercury is the closest planet to the Sun and the smallest one 30% Mars Despite being red, Mars is a cold place full of iron oxide dust Jupiter 70% Jupiter is a gas giant and the biggest planet in the Solar System
Design Elements Infographics 60% 25% Mars Jupiter Mars is full of iron oxide dust, which gives the planet its reddish cast Jupiter is a gas giant and it’s the biggest planet in the Solar System
Design Elements Infographics Mars Despite being red, Mars is actually a cold place. It's full of iron oxide dust, which gives the planet its reddish cast Jupiter Jupiter is a gas giant, the biggest planet in the Solar System and the fourth-brightest object in the sky Venus Venus has a beautiful name and is the second planet from the Sun. It has a poisonous atmosphere Neptune Neptune is the farthest planet from the Sun and the fourth-largest by diameter in the Solar System 100 50 75 25
Mars Despite being red, Mars is actually a cold place full of iron oxide dust 90% Jupiter Jupiter is a gas giant and the biggest planet in the Solar System 80% 60% Saturn Saturn is composed mostly of hydrogen and also helium Design Elements Infographics
Design Elements Infographics 80% 20% Saturn is a gas giant and has several rings. It is composed mostly of hydrogen and helium. It was named after a god Saturn Mercury is the closest planet to the Sun and the smallest one in the Solar System. It’s only a bit larger than the Moon Mercury
Design Elements Infographics Mercury Mercury is the smallest planet of them all Jupiter Jupiter is the biggest planet of them all Saturn Saturn is a gas giant and has several rings Mars Despite being red, Mars is actually a cold place Neptune Neptune is the farthest planet from the Sun Venus Venus is the second planet from the Sun Earth Earth is the third planet from the Sun Pluto Pluto is now considered a dwarf planet 80% 65% 75% 50% 20% 30% 50% 60%
Design Elements Infographics Jupiter Jupiter is a gas giant and the biggest planet Earth It’s the third planet from the Sun. We live on it! Neptune Neptune is the farthest planet from the Sun Planet Mercury is the closest object to the Sun Mercury Mars Despite being red, Mars is actually a cold place 01 02 03 04 05
Design Elements Infographics Jupiter is a gas giant and it’s the biggest object in the Solar System 20,100 45% It is the closest planet to the Sun and the smallest one in the Solar System 40,000 60% It is the ringed planet. It is composed mostly of hydrogen and helium 10,000 20%
Design Elements Infographics 60% 50% 40% 30% Venus Venus has a beautiful name and is the second one from the Sun Mercury Mercury is the closest planet to the Sun and the smallest one Mars Despite being red, Mars is a cold place full of iron oxide dust Jupiter Jupiter is a gas giant and the biggest planet of them all
Design Elements Infographics Mercury 15% It has a beautiful name and is the second planet from the Sun in the Solar System Neptune 60% Neptune is the farthest planet from the Sun. It’s the fourth-largest by diameter Saturn 30% It’s the ringed one. It’s made of hydrogen and helium. It has several rings. It’s a gas giant Mars 45% Despite being red, Mars is a cold place full of iron oxide dust. It was named after a god
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