Judul: Penerapan sidik regresi peubah ganda terhadap fungsi polinomial
Abstrak: Telaahan statistik ini bertujuan (1). Memeriksa kebebasan sisaan. (2). Memeriksa kenormalan sebaran data respons. (3). Menguji matriks korelasi antar peubah respons. (4). Menguji hipotesis keseragaman matriks ragam peragam antar perlakuan bahan pengasap dan (5). Membandingkan informasi yang diberikan oleh regresi polinomial orthogonal peubah tunggal dan regresi polinomial orthogonal peubah ganda. Hasil pemeriksaan terhadap komponen sisaan dari lima. peubah respons dalam regresi polinomial orthogonal peubah ganda menunjukkan bahwa asumsi kebebasan, kehomogenan matriks ragam peragam dan kenormalan sebaran sisaan dapat diterima. Data-data hasil uji organoleptik (tampilan, aroma, rasa dan tekstur) yang merupakan data pertimbangan (judgement) dan berskala ordinal tidak menyebar normal. Untuk data ini dianalisis dengan statistik deskriptif. Untuk membandingkan pengaruh perlakuan terhadap komponen mutu ikan asapan dari waktu ke waktu digunakan sidik regresi polinomial orthogonal peubah ganda. Regresi polinomial orthogonal peubah tunggal digunakan untuk menentukan peubah respons yang membedakan pengaruh dua perlakuan bahan pengasap yang dibandingkan. Dengan menggunakan sidik regresi peubah ganda didapat- kan bahwa penggunaan tempurung kelapa atau sabut kelapa sebagai bahan pengasap memberikan pengaruh yang sama terhadap mutu ikan asap dan lebih baik dari pada pengasapan dengan menggunakan serbuk kayu. ...
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Judul: Analisis diagnosa regresi : suatu kajian metode dalam analisis regresi berganda
Abstrak: Penerapan analisis regresi biasanya digunakan untuk melihat bentuk hubungan antara peubah bebas dengan peubah respons pada suatu matriks data. Analisis regresi akan menjadi alat yang andal untuk menarik suatu kesimpulan jika asunsi-asumsi yang diperlukan dalam analisis data terpenuhi. Penelitian ini bertujuan untuk melihat penerapan Analisis Diagnosa Regresi pada model regresi linier berganda. Penggunaan analisis diagnosa regresi dipusatkan kepada pemeriksaan validitas model, pengujian pencilan dan peneriksaan pengamatan yang berpengaruh. Data yang digunakan untuk penelitian ini merupakan data pengamatan erosi didaerah Gunung Kidul yang didapatkan dari Pusat Penelitian Tanah. Diagram pencar (scatter diagram) nilai Y dugaan terhadap nilai sisaan baku menunjukkan bahwa matriks data asal memiliki ragan yang tidak konsisten. Upaya penstabilan pons. ragan dilakukan dengan mentransformasi peubah res-Transformasi yang digunakan adalah Akar Dua. ...
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Judul: Thermal Characteristics and Dynamics of Tropical Cyclone over Western North Pacific Ocean: A Case Study of Typhoon Songda (Chedeng) 2011
Abstrak: The frequent occasion of Tropical Cyclone (TC) over Western North Pacific (WNP) Ocean lies from 10˚N to 26˚N and 121˚E to 170˚E. Sources of TC development come from warm ocean temperature where latent heat is released during condensation processes and subsequently concentrated in the boundary layer. Relative humidity at 850-700 hPa is responsible to produce the most intense storm. Meanwhile, weak vertical wind shear between 850-200 hPa is one of the dynamical factors that lead to the development of TC. Pressure level of 850-200 hPa is chosen to minimize the thermodynamic effect in the lower troposphere. Typhoon Songda (Chedeng in the Philippines) or TSC lasted from May 18th to 30th, 2011 and strengthened into powerful Super Typhoon stage between May 24th and 27th. Long curving track and the exhibition of all sequences of TC life cycle, TSC is then considered as an ideal case of TC. The objective of the study with case of TSC is to investigate the role of thermal characteristics and dynamics on TC intensity. The research is carried out by using Advanced Research of Weather Research and Forecasting model (WRF ARW model) version 3.3. Two domains are employed in the model. The first domain situate from 02˚N to 40˚N and 118˚E to 149˚E and cover spatial resolution () of 33.1 km. The second domain situate from 09˚N to 27˚N and 119˚E to 132˚E with of 11 km. Timestep of the model () is 120 seconds. The model is supported by the following physical parameterization, i.e., Yonsei University Scheme (YSU) in the boundary layer, Kain-Fritsch scheme (KF) in the cumulus, and WRF Single-Moment 3-class scheme in the microphysics. Initial meteorological condition prior to the formation of the cyclone is generated using WRF ARW standard-release model. Sensitivity of the model output is obtained from a selected single-parameter change scenarios, namely, 10 % to 20 % decrease and increase of wind shear initial data at 850-200 hPa, and by 10 % to 20 % decrease of relative humidity initial data at 850-700 hPa. The result showed that the negative correlations between wind shear and intensity are found in wind shear scenarios. Wind shears of 10 ms-1 which lead to strengthening of the wind intensity in the early period of Typhoon development are found in wind shear scenarios. The effect of wind shear changes on wind intensity is statistically significant in the 20 % wind shear scenarios. During mature stage, weak wind intensity occurred when wind shear increase as given in the WRF standard-release and the 20 % decreasing scenario. Different situation is found in the 20 % increasing scenario where wind shear tend to weak and lead to strong wind intensity at this stage. Meanwhile, the reduction of moisture supply at 850-700 hPa resulting from 20 % decreasing relative humidity play a major role in the weakening of wind intensity and reduces mechanical energy of the cycle process as much as 300 J kg-1.
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