2022-23: Παραμετρική Στατιστική

Weekly outline

• General

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    Forum

    Announcements Forum
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    Choice

    Repeat Midterm Exam Choice

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    Closed: Wednesday, 9 November 2022, 11:59 PM
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    Assignment

    Homework 1 Assignment

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    Opened: Sunday, 13 November 2022, 12:00 AM

    Due: Friday, 23 December 2022, 11:59 PM
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    Quiz

    Homework 2 Quiz

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    Closed: Tuesday, 7 February 2023, 11:59 PM

• 26 September - 2 October
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    File

    Lecture 00 - Introduction File

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    File

    Lecture 01 - Probability Axioms File

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    File

    Student height and gender data File

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    File

    Script for running basic statistics in R File

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    File

    Math Quiz File

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    File

    Notes on σ-fields File

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    File

    Lecture 2 - Counting, conditional probability, Independence, Bayes Rule File

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• 3 October - 9 October
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    File

    Lecture 3 - Conditional Independence, Random Variables File

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    File

    Lecture 4 - Joint Pmfs File

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• 10 October - 16 October
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    File

    Lecture 5 - Expectation, Variance, Covariance File

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• 17 October - 23 October
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    File

    Lecture 06 - Continuous Random Variables File

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    File

    Lecture 07- Joint PDFs, Conditional Expectation File

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• 24 October - 30 October
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    File

    Lecture 08 - Moments, Normal Distributions File

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• 31 October - 6 November
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    File

    Lecture 09 - Bernoulli, Binomial, Poisson File

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    File

    Lecture 10 - Negative Binomial, Geometric, Exponential File

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• 7 November - 13 November
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    File

    Lecture 11 - Weak Law of Large Numbers File

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• 14 November - 20 November
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    File

    Lecture 12 - Central Limit Theorem File

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    File

    Additional Material: Convergence of Random Variables File

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    File

    Activity: Central Limit Theorem File

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    File

    Lecture 13 - Estimation File

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• 21 November - 27 November
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    File

    Lecture 14 - Bayesian Inference File

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    File

    Lecture 15 - Maximum Likelihood Estimation File

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• 28 November - 4 December
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    File

    Lecture 16 - Method of Moments - Properties of Estimators File

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    File

    Lecture 17 - Sampling Distributions File

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• 5 December - 11 December
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    File

    Lecture 18 - t Distributions, Confidence Intervals File

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    File

    Lecture 19 - Hypothesis Testing File

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• 12 December - 18 December
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    File

    T-tests File

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• 19 December - 25 December
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    File

    Paper using t-tests File

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