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MS-C1620 - Statistical inference, 07.01.2019-10.04.2019

This course space end date is set to 10.04.2019 Search Courses: MS-C1620

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Lectures

  • Lectures

    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-----------

    1. Linear regression I
    2. Guest lecture
    3. Linear regression II
    4. Linear regression III
    5. ANOVA
    6. Summary lecture

      • Lecture 1: Descriptive statisticsLecture 1: Descriptive statistics
        • lecture_1.Rlecture_1.R2KB
        • SI_lecture_1.pdfSI_lecture_1.pdf1.2MB
      • Lecture 2: Confidence intervals and hypothesis testingLecture 2: Confidence intervals and hypothesis testing
        • lecture_2.Rlecture_2.R6KB
        • SI_lecture_2.pdfSI_lecture_2.pdf222.3KB
      • Lecture 3: Non-parametric testsLecture 3: Non-parametric tests
        • lecture_3.Rlecture_3.R9.1KB
        • SI_lecture_3.pdfSI_lecture_3.pdf169.1KB
      • Lecture 4: Inference for binary dataLecture 4: Inference for binary data
        • lecture_4.Rlecture_4.R9.9KB
        • SI_lecture_4.pdfSI_lecture_4.pdf181.5KB
      • Lecture 5: Distribution testsLecture 5: Distribution tests
        • lecture_5.Rlecture_5.R4.7KB
        • SI_lecture_5.pdfSI_lecture_5.pdf272.4KB
      • Lecture 6: Correlation and dependencyLecture 6: Correlation and dependency
        • lecture_6.Rlecture_6.R8.6KB
        • SI_lecture_6.pdfSI_lecture_6.pdf896.9KB
      • Lecture 7: Linear regression ILecture 7: Linear regression I
        • lecture_7.Rlecture_7.R7.7KB
        • SI_lecture_7.pdfSI_lecture_7.pdf220.2KB
      • Lecture 9: Linear regression IILecture 9: Linear regression II
        • lecture_9.Rlecture_9.R5.8KB
        • SI_lecture_9.pdfSI_lecture_9.pdf228.9KB
      • Lecture 10: Linear regression IIILecture 10: Linear regression III
        • lecture_10.Rlecture_10.R9.4KB
        • SI_lecture_10.pdfSI_lecture_10.pdf249.7KB
      • Lecture 11: ANOVALecture 11: ANOVA
        • lecture_11.Rlecture_11.R10.8KB
        • SI_lecture_11.pdfSI_lecture_11.pdf247.8KB
      • Lecture 12: SummaryLecture 12: Summary
        • lecture_12.Rlecture_12.R2.6KB

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