Week
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Topics
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Teaching and Learning Methods and Techniques
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Study Materials
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1. Week
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Continuous random variables and probability density functions.
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Lecture; Question Answer; Problem Solving; Discussion
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Homework Practice (Teaching Practice, Music/Musical Instrument Practice, Statistics, Laboratory, Field Work, Clinic and Polyclinic Practice)
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2. Week
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Expected values, variances, quantiles and moment generating functions of continuous random variables.
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Lecture; Question Answer; Problem Solving; Discussion
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Homework Practice (Teaching Practice, Music/Musical Instrument Practice, Statistics, Laboratory, Field Work, Clinic and Polyclinic Practice)
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3. Week
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Uniform, exponential and gamma distributions and their usages as mode.
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Lecture; Question Answer; Problem Solving; Discussion
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Homework Practice (Teaching Practice, Music/Musical Instrument Practice, Statistics, Laboratory, Field Work, Clinic and Polyclinic Practice)
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4. Week
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Normal distribution and its places of usages as model.
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Lecture; Question Answer; Problem Solving; Discussion
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Homework Practice (Teaching Practice, Music/Musical Instrument Practice, Statistics, Laboratory, Field Work, Clinic and Polyclinic Practice)
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5. Week
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Distributions of transformed random variables.
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Lecture; Question Answer; Problem Solving; Discussion
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Homework Practice (Teaching Practice, Music/Musical Instrument Practice, Statistics, Laboratory, Field Work, Clinic and Polyclinic Practice)
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6. Week
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Random vectors and its probability distributions, expected values, moments and moment generating functions of random vectors.
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Lecture; Question Answer; Problem Solving; Discussion
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Homework Practice (Teaching Practice, Music/Musical Instrument Practice, Statistics, Laboratory, Field Work, Clinic and Polyclinic Practice)
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7. Week
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Covariance, correlation coefficient and independence of random variables.
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Lecture; Question Answer; Problem Solving; Discussion
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Homework Practice (Teaching Practice, Music/Musical Instrument Practice, Statistics, Laboratory, Field Work, Clinic and Polyclinic Practice)
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8. Week
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Midterm exam
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9. Week
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Markov and Chebyshev inequalities, Bernoulli law of large numbers.
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Lecture; Question Answer; Problem Solving; Discussion
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Homework Practice (Teaching Practice, Music/Musical Instrument Practice, Statistics, Laboratory, Field Work, Clinic and Polyclinic Practice)
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10. Week
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Distributions of sum of iid random variables and the central limit theorem.
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Lecture; Question Answer; Problem Solving; Discussion
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Homework Practice (Teaching Practice, Music/Musical Instrument Practice, Statistics, Laboratory, Field Work, Clinic and Polyclinic Practice)
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11. Week
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The concept of sample and statistics, sample mean, sample variance, sample quantiles and the model
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Lecture; Question Answer; Problem Solving; Discussion
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Homework Practice (Teaching Practice, Music/Musical Instrument Practice, Statistics, Laboratory, Field Work, Clinic and Polyclinic Practice)
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12. Week
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Description of observations, bar charts, steam-leaf charts, box plot, histogram and frequency polygon.
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Lecture; Question Answer; Problem Solving; Discussion
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Homework Practice (Teaching Practice, Music/Musical Instrument Practice, Statistics, Laboratory, Field Work, Clinic and Polyclinic Practice)
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13. Week
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Introduction to parameter estimation.
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Lecture; Question Answer; Problem Solving; Discussion
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Homework Practice (Teaching Practice, Music/Musical Instrument Practice, Statistics, Laboratory, Field Work, Clinic and Polyclinic Practice)
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14. Week
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Introduction to hypothesis tests.
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Lecture; Question Answer; Problem Solving; Discussion
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Homework Practice (Teaching Practice, Music/Musical Instrument Practice, Statistics, Laboratory, Field Work, Clinic and Polyclinic Practice)
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15. Week
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Preparation for final exam
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Lecture; Question Answer; Problem Solving; Discussion
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Homework Practice (Teaching Practice, Music/Musical Instrument Practice, Statistics, Laboratory, Field Work, Clinic and Polyclinic Practice)
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16. Week
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Final exam
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