MS-C1620 - Statistical inference, 07.01.2019-10.04.2019

Topic outline

• Lectures
  The course lectures are on Thursdays 10.01.-14.02. and 28.02.-04.04. at 12.15-14.00 in the lecture hall C, Kandidaattikeskus (Otakaari 1).

  The course has a total of 12 lectures with the following topics:

  1. Descriptive statistics
  2. Confidence intervals and hypothesis testing
  3. Non-parametric tests
  4. Inference for binary data
     
  5. Distribution tests
  6. Correlation and dependency

  -----------Exam week break-----------

  7. Linear regression I
     
  8. Guest lecture
  9. Linear regression II
  10. Linear regression III
  11. ANOVA
  12. Summary lecture

  
  

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    • Lecture 1: Descriptive statistics
      • lecture_1.R
      • SI_lecture_1.pdf
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    • Lecture 2: Confidence intervals and hypothesis testing
      • lecture_2.R
      • SI_lecture_2.pdf
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    • Lecture 3: Non-parametric tests
      • lecture_3.R
      • SI_lecture_3.pdf
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    • Lecture 4: Inference for binary data
      • lecture_4.R
      • SI_lecture_4.pdf
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    • Lecture 5: Distribution tests
      • lecture_5.R
      • SI_lecture_5.pdf
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    • Lecture 6: Correlation and dependency
      • lecture_6.R
      • SI_lecture_6.pdf
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    • Lecture 7: Linear regression I
      • lecture_7.R
      • SI_lecture_7.pdf
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    • Lecture 9: Linear regression II
      • lecture_9.R
      • SI_lecture_9.pdf
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    • Lecture 10: Linear regression III
      • lecture_10.R
      • SI_lecture_10.pdf
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    • Lecture 11: ANOVA
      • lecture_11.R
      • SI_lecture_11.pdf
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    • Lecture 12: Summary
      • lecture_12.R