Math 303. Probability and Statistics |
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Ana
sayfa / Home
Öğrenci Semineri / Students' Seminar
Takvim / Calendar 2003-2004 |
Basic topics in probability
theory. Sample space, probability and conditional probability. Random
variables, marginal joint and conditional distributions. Expectations and
conditional expectations. Binomial and geometric distributions. Poisson,
exponential, Erlang, gamma distributions. Moment generating functions and
Laplace transforms. Law of large numbers, central limit theorem and the
normal distributions. Confidence intervals. Hypothesis testing. Analysis
of variance (ANOVA). Fitting a line. Simple regression. Multiple
regression. Regression extension. Correlation. Nonparametric and robust
statistics. Chi-Square tests. |
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