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Introduction to probability and statistical inference (FITech)

Course is offered via <a href="https://fitech.io/en/">FITech</a> free of charge.&nbsp;

Email: open.studies.tau [at] tuni.fi Phone: 0294 520 200 More information concerning Open University studies tuni.fi/open-university

Basic studies

Faculty of Information Technology and Communication Sciences

Technology and Natural Sciences

English

Course contents<ul><li>Rules and axioms of probability theory and the probability distribution of a discrete and continuous random variable</li><li>Density and cumulative distribution function, expected value, variance and standard deviation</li><li>Uniform distributions, Bernoulli, binomial and Poisson distributions</li><li>Normal distribution, t-, F- and chi^2 distributions</li><li>Joint probability distribution, covariance, correlation, random sample, sample statistic, distribution of the statisticpoint and confidence interval estimation</li><li>Principles of hypotheses testing, estimation and testing under Bernoulli and normal distributions</li></ul>

High school mathematics or equivalent.

Completion methodsSelf-study and exam.

Introduction to probability and statistical inference (FITech)

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Introduction to probability and statistical inference (FITech)