概率论与数理统计讲义(第2版)

Lectures on Probability Theory and Mathematical Statistics - 2nd Edition

Marco Taboga · 初版 2012 年

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  • 我正在读 Marco Taboga 的《Lectures on Probability Theory and Mathematical Statistics》(概率论与数理统计讲义)。这本书大概有 600 页,由约 75 讲组成,涵盖了概率和统计推断的各个主题。我喜欢它的地方在于,每讲都紧扣核心要点,非常精炼,……

    I'm reading 'Lectures on Probability Theory and Mathematical Statistics' by Marco Taboga. It's a ~600 page book comprised of ~75 lectures on various topics in probability and statistical inference. What I like about it is that the lectures are about key topics and are condensed,…

  • ……《Machine Learning: A Probabilistic Perspective》。涵盖了《Elements》里的很多内容,但稍微容易一些。本科水平。https://www.amazon.com/Machine-Learning-Probabilistic-Perspe... Taboga 的《Lectures on Probability Theory and Mathematical Statistics》。亮点在于可以直接在网页上免费阅读,排版很舒服:https://www.statlect.com/ 。适合数学专业本科水平。https://www.amazon.com/Lectures-Probability-Theory-Mathemati...

    …Learning: A Probabilistic Perspective. Covers lots of the same ground as Elements but is a little easier. Undergraduate level. https://www.amazon.com/Machine-Learning-Probabilistic-Perspe... Taboga's Lectures on Probability Theory and Mathematical Statistics. Has the distinction of being available for free in web-friendly format at https://www.statlect.com/ . Undergraduate level for math majors. https://www.amazon.com/Lectures-Probability-Theory-Mathemati...

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