Kode Mata KuliahTL7009 / 3 SKS
Penyelenggara353 - Teknik Lingkungan / FTSL
KategoriKuliah
Bahasa IndonesiaEnglish
Nama Mata KuliahTeknik Pengolahan DataTechnical Data Analysis
Bahan Kajian
  1. Populasi, sampel, nilai sentral, simpangan, distribusi normal
  2. Distribusi binomial, uniform distribusi normal, log normal, poisson, gamma, beta, weibull
  3. Konsep hipotesa, deterministik dan stokastik, desain eksperimental
  4. Eksperimen dua variabel, ekperimen multi faktor, eksperimen faktorial 2n, replikasi faktorial
  5. Pola sebaran data, regresi linier, metode kuadrat terkecil, korelasi, uji linieritas, data outlier
  6. Regresi kulvilinier, multipel dan non- linier, korelasi
  7. Pengertian, komponen, analisa trend, analisa musim, analisa siklis, komponen ireguler
  8. Peran non-parametris, uji tanda, uji ranking, uji Wilcocon, uji Mann- Whitney, uji Kolmogorov- Smirnov, korelasi Spearman
  1. Population, sample, central value, deviation, normal distribution
  2. Binomial distribution, normal distribution uniform, normal log, poisson, gamma, beta, weibull
  3. Hypothetical concepts, deterministic and stochastic, experimental design
  4. Two-variable experiment, multi-factor experiment, 2n factorial experiment, factorial replication
  5. Data distribution patterns, linear regression, least squares method, correlation, linearity test, outlier data
  6. Culvilinier, multiple and non-linear regression, correlation
  7. Definition, components, trend analysis, seasonal analysis, cyclical analysis, irregular components
  8. Non-parametric roles, sign test, ranking test, Wilcocon test, Mann-Whitney test, Kolmogorov-Smirnov test, Spearman correlation
Capaian Pembelajaran Mata Kuliah (CPMK)
  1. Mahasiswa mampu memilih, merancang, mendesain dan mengevaluasi/menganalisa berbagai Teknik mengolah data umumnya serta data kualitas lingkungan khususnya
  1. Students are able to select, design, design and evaluate/analyze various techniques for processing data in general and environmental quality data in particular
Metode PembelajaranDiscovery Learning dan Kegiatan MandiriDiscovery Learning and Independent Activities
Modalitas PembelajaranSinkronus dan AsinkronusSynchronous and Asynchronous
Jenis NilaiABCDE
Metode PenilaianKuis, Tugas, Ujian Tengah Semester, Ujian Akhir Semester dan Tugas MandiriQuizzes, UTS, UAS and Independent Assignments
Catatan Tambahan