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Course Outline
Persiapan database untuk analisis
- manajemen pengumpulan data
- operasi pada variabel
- mengubah variabel fungsi yang dipilih (logaritma, eksponensial, dll.)
Statistik parametrik dan nonparametrik, atau cara menyesuaikan model dengan data
- skala pengukuran
- jenis distribusi
- outlier dan observasi yang berpengaruh (outlier)
- Ukuran sampel
- teorema batas pusat
Pelajari perbedaan antara karakteristik statistik
- tes berdasarkan rata-rata dan media
Analisis korelasi dan kesamaan
- korelasi
- analisis komponen utama
- analisis klaster
Prediksi - analisis regresi tunggal dan multivariat
- metode kuadrat terkecil
- Model Linier
- model regresi variabel instrumental (dummy, efek, pengkodean ortogonal)
Inferensi Statistik
Requirements
Pengetahuan tentang SPSS dan dasar statistik. Peserta kursus harus menyelesaikan pelatihan Perangkat Lunak SPSS Statistics Predictive Analytics.
28 Hours
Testimonials (5)
Variasi dengan latihan dan pertunjukan.
Ida Sjoberg - Swedish National Debt Office
Course - Econometrics: Eviews and Risk Simulator
Machine Translated
the trainer had patience, and was eager to make sure we all understood the topics, the classes were fun to attend
Mamonyane Taoana - Road Safety Department
Course - Statistical Analysis using SPSS
Day 1 and Day 2 were really straight forward for me and really enjoyed that experience.
Mareca Sithole - Africa Health Research Institute
Course - R Fundamentals
The pace was just right and the relaxed atmosphere made candidates feel at ease to ask questions.
Rhian Hughes - Public Health Wales NHS Trust
Course - Introduction to Data Visualization with Tidyverse and R
Michael the trainer is very knowledgeable and skillful about the subject of Big Data and R. He is very flexible and quickly customize the training meeting clients' need. He is also very capable to solve technical and subject matter problems on the go. Fantastic and professional training!.
