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Weekly outline

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  General

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  Week 1

  Here are some exercises on material you should be familiar with:

  https://polyhedron.math.uoc.gr/2122/moodle/pluginfile.php/12258/course/section/1025/Test%20your%20probability%20skills.pdf
  
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  Week 2: Probability and Random Variables.

  
  

  Lecture 1: Probability https://polyhedron.math.uoc.gr/2122/moodle/pluginfile.php/12258/course/section/1026/Lecture_1_Probability.pdf

  Lecture 2: Discrete Random Variables, Expectation, Variance https://polyhedron.math.uoc.gr/2122/moodle/pluginfile.php/12258/course/section/1026/Lecture_2_Discrete_Random_Variables.pdf?time=1648643402586
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  28 February - 6 March

  • Recitation #1 : Expectation Lesson

    Mark as done
  • Lecture 3: Continuous r.v.s, CDF, Quantile Lesson

    Mark as done
  • Lecture 4: Normal Distribution Lesson

    Mark as done
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  7 March - 13 March

  • Lecture 5 - CLT & Estimation Intro Lesson

    Mark as done
  • Lecture 6 - Special Distributions Lesson

    Mark as done
  • Code for special distributions and the CLT Lesson

    Mark as done
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  14 March - 20 March

  • Code for the recitation on Friday Lesson

    Mark as done
  • Lecture 7 - MLE estimation Lesson

    Mark as done
  • Lecture 8 - Sampling Distributions of Estimators (pt1) Lesson

    Mark as done
  • Choice: Midterm Participation

    Opened: Sunday, 20 March 2022, 5:39 PM

    Closed: Wednesday, 23 March 2022, 11:59 PM

    Mark as done
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  21 March - 27 March

  • Lecture 9 - Sampling Distributions of Estimators (pt2) Lesson

    Mark as done
  • Recitation #4: Bootstrap confidence intervals Lesson

    Mark as done
  • Lecture 10 - Bootstrapping Lesson

    Mark as done
  • Additional Readings on Bootstrapping Lesson

    Mark as done
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  28 March - 3 April

  • Practice Exercises for midterm Lesson

    Mark as done
  • Material for midterm (table of contents) Lesson

    Mark as done
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  4 April - 10 April

  • data for recitation 5 Lesson

    Mark as done
  • Recitation 5 Lesson

    Mark as done
  • Lecture 12 - hypothesis testing Lesson

    Mark as done
  • Lecture 13 - Tests for categorical data Lesson

    Mark as done
• 

  11 April - 17 April

  • Article discussed in class today Lesson

    Mark as done
  • Questions we discussed in class today Lesson

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• 

  2 May - 8 May

  • Lecture 14 - Multiple Hypothesis Testing Lesson

    Mark as done
  • Fund data set for recitation #6 File

    Mark as done
  • Code for Recitation #6 Lesson

    Mark as done
  • Study material for multiple hypothesis testing. Lesson

    Mark as done
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  9 May - 15 May

  • Lecture 15 - Least squares File

    Mark as done
  • Reading material for linear regression Lesson

    Mark as done
  • Lecture 16 - Inference for linear regression File

    Mark as done
  • Linear Regression Rectitation Lesson

    Mark as done
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  16 May - 22 May

  • Programming Assignment

    Opened: Thursday, 19 May 2022, 12:00 AM

    Due: Monday, 4 July 2022, 11:59 PM

    Mark as done
  • Reading material for simple and multiple linear regression Lesson

    Mark as done
  • Recitation - Multiple Linear Regression Lesson

    Mark as done
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  23 May - 29 May

  • Lecture 18 - ANOVA Lesson

    Mark as done
  • Data for logistic regression -email File

    Mark as done
  • Data for logistic regression - Donner party File

    Mark as done
  • Code for logistic regression File

    Mark as done
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  30 May - 5 June

  • Preparatory exercises for the finals Lesson

    Mark as done