Week |
Subject |
Related Preparation |
1) |
Sets, Combinatoric Methods, Binomial Coefficients |
I. Miller, M. Miller, John E. Freund's Mathematical Statistics with Applications, Pearson Prentice Hall, Seventh Edition, New Jersey, ISBN: 0978-0-13-124646-1, 2004. |
2) |
Sample Space, Event, Probability of an Event, Some Probability Rules |
I. Miller, M. Miller, John E. Freund's Mathematical Statistics with Applications, Pearson Prentice Hall, Seventh Edition, New Jersey, ISBN: 0978-0-13-124646-1, 2004. |
3) |
Conditional Probability, Independent Events, Bayes Theorem |
I. Miller, M. Miller, John E. Freund's Mathematical Statistics with Applications, Pearson Prentice Hall, Seventh Edition, New Jersey, ISBN: 0978-0-13-124646-1, 2004. |
4) |
Random Variables, Discrete Probability Distribution |
I. Miller, M. Miller, John E. Freund's Mathematical Statistics with Applications, Pearson Prentice Hall, Seventh Edition, New Jersey, ISBN: 0978-0-13-124646-1, 2004. |
5) |
Continuous Random Variables |
I. Miller, M. Miller, John E. Freund's Mathematical Statistics with Applications, Pearson Prentice Hall, Seventh Edition, New Jersey, ISBN: 0978-0-13-124646-1, 2004. |
6) |
Common Distributions |
I. Miller, M. Miller, John E. Freund's Mathematical Statistics with Applications, Pearson Prentice Hall, Seventh Edition, New Jersey, ISBN: 0978-0-13-124646-1, 2004. |
7) |
Marginal and Conditional Distributions |
I. Miller, M. Miller, John E. Freund's Mathematical Statistics with Applications, Pearson Prentice Hall, Seventh Edition, New Jersey, ISBN: 0978-0-13-124646-1, 2004. |
8) |
Mathematical Expectation of a Random Variable, Moments |
I. Miller, M. Miller, John E. Freund's Mathematical Statistics with Applications, Pearson Prentice Hall, Seventh Edition, New Jersey, ISBN: 0978-0-13-124646-1, 2004. |
9) |
Chebyshev's Theorem, Moment Generating Functions |
I. Miller, M. Miller, John E. Freund's Mathematical Statistics with Applications, Pearson Prentice Hall, Seventh Edition, New Jersey, ISBN: 0978-0-13-124646-1, 2004. |
10) |
Product Moments, Conditional Expectation |
I. Miller, M. Miller, John E. Freund's Mathematical Statistics with Applications, Pearson Prentice Hall, Seventh Edition, New Jersey, ISBN: 0978-0-13-124646-1, 2004. |
11) |
Discrete Uniform Distribution, Bernolli Distribution, Binomial Distribution |
I. Miller, M. Miller, John E. Freund's Mathematical Statistics with Applications, Pearson Prentice Hall, Seventh Edition, New Jersey, ISBN: 0978-0-13-124646-1, 2004. |
12) |
Negative Binomial and Geometric Distributions, Hypergeometric Distribution |
I. Miller, M. Miller, John E. Freund's Mathematical Statistics with Applications, Pearson Prentice Hall, Seventh Edition, New Jersey, ISBN: 0978-0-13-124646-1, 2004. |
13) |
Poisson Distribution, Uniform Distribution |
I. Miller, M. Miller, John E. Freund's Mathematical Statistics with Applications, Pearson Prentice Hall, Seventh Edition, New Jersey, ISBN: 0978-0-13-124646-1, 2004. |
14) |
Normal Distribution, Normal Approach to Binomial Distribution, Normal Approach to Poisson Distribution |
I. Miller, M. Miller, John E. Freund's Mathematical Statistics with Applications, Pearson Prentice Hall, Seventh Edition, New Jersey, ISBN: 0978-0-13-124646-1, 2004. |
15) |
Finals Week |
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16) |
Finals Week |
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17) |
Finals Week |
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Course Notes / Textbooks: |
Murray R. Spiegel, John J. Schiller, and R. Alu Srinivasan, Probability and Statistics, Schaum's Outline Series, Third Edition, New York, ISBN: 978-0-07-154426-9, 2009.
I. Miller, M. Miller, John E. Freund's Mathematical Statistics with Applications, Pearson Prentice Hall, Seventh Edition, New Jersey, ISBN: 0978-0-13-124646-1, 2004. |
References: |
Murray R. Spiegel, John J. Schiller, and R. Alu Srinivasan, Probability and Statistics, Schaum's Outline Series, Third Edition, New York, ISBN: 978-0-07-154426-9, 2009.
I. Miller, M. Miller, John E. Freund's Mathematical Statistics with Applications, Pearson Prentice Hall, Seventh Edition, New Jersey, ISBN: 0978-0-13-124646-1, 2004. |
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Program Outcomes |
Level of Contribution |
1) |
Having advanced theoretical and practical knowledge supported by textbooks, application tools and other resources containing current information in the field. |
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2) |
Ability to use advanced theoretical and practical knowledge acquired in the field. |
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3) |
Ability to interpret and evaluate data, identify and analyze problems, and develop solution suggestions based on research and evidence, using the advanced knowledge and skills acquired in the field. |
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4) |
To be able to inform relevant people and institutions on issues related to the field; Ability to convey thoughts and solution suggestions to problems in written and oral form. |
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5) |
Ability to share one's thoughts on issues related to one's field and solutions to problems, supported by quantitative and qualitative data, with experts and non-experts. |
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6) |
Ability to organize and implement projects and events for the social environment in which one lives with awareness of social responsibility. |
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7) |
Ability to monitor knowledge in the field and communicate with colleagues by using a foreign language at least at the European Language Portfolio B1 General Level. |
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8) |
Ability to use information and communication technologies along with computer software at least at the Advanced Level of the European Computer Usage License required by the field. |
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9) |
Acting in accordance with social, scientific, cultural and ethical values during the collection, interpretation, application and announcement of the results of data related to the field. |
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10) |
Having sufficient awareness about the universality of social rights, social justice, quality culture and protection of cultural values, environmental protection, occupational health and safety. |
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11) |
Ability to evaluate the advanced knowledge and skills acquired in the field with a critical approach. |
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12) |
Ability to identify learning needs and direct learning |
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13) |
Being able to develop a positive attitude towards lifelong learning. |
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14) |
Ability to independently carry out an advanced study related to the field. |
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15) |
Ability to take responsibility individually and as a team member to solve unforeseen complex problems encountered in field-related applications. |
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16) |
Ability to plan and manage activities aimed at the development of the employees under his/her responsibility within the framework of a project. |
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