| Capaian Pembelajaran Mata Kuliah (CPMK) | - Memahami karakteristik (mean dan variance) dan fungsi distribusi kumulatif dari: (a) distribusi univariat; (b) distribusi multivariat, masing-masing untuk distribusi bersama, marjinal, dan bersyarat.
- Menentukan mean, variance, peluang, dan fungsi distribusi dari: (a) distribusi univariat diskret (distribusi binomial dan Poisson) dan distribusi bivariat diskret; (b) distribusi univariat kontinu (distribusi normal, gamma, t, dan F) dan distribusi bivariat (normal); masing-masing untuk distribusi bersama, marjinal, dan bersyarat.
- Dari data nyata, memperkirakan distribusi peluang dan karakterisktiknya serta menafsirkan hasil pengamatan yang didapat.
- Menentukan distribusi dari fungsi peubah acak dan nilai ekspektasinya menggunakan moment generating function.
- Memahami sampling acak dan distribusinya, dan pengaruh dari ukuran sampel terhadap distribusi dan karakteristiknya
- Memahami dan menentukan distribusi statistik terurut.
| - Understand the characteristic (mean and variance) and its cumulative distribution function from a. univariate distribution b. multivariate distribution respectively for joint, marginal, and conditional distribution
- Determine mean, variance, probability and distribution function from a. Discrete univariate distribution(binomial and poisson distribution) and discrete bivariate distribution b. Continuous univariate distribution (normal, gamma, t, and F distribution) and continuous bivariate(normal and arbitrary) distribution, respectively for joint, marginal, and conditional distribution.
- From the real data, estimate the probability distribution and its characteristics and interpret or recite to the observation itself.
- Determine the distribution of the function of random variables and its expectation using moment generating function.
- Understand random sampling and its distribution, and the effect of size samples to the distribution and its characteristics.
- Understand and determine the distribution of order statistics
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