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Probability

Course Code | : BİS523 |

Course Type | : Area Elective |

Couse Group | : Second Cycle (Master's Degree) |

Education Language | : Turkish |

Work Placement | : N/A |

Theory | : 1 |

Prt. | : 0 |

Credit | : 1 |

Lab | : 0 |

ECTS | : 2 |

Objectives of the Course

The objective of this course is to introduce the main issues in the theory and practice of probability and basic ınference.

Course Content

Basic Concepts of Probability, Probability Distributions, Sampling and Sampling Distributions, Estimation, Hypothesis Testing

Name of Lecturer(s)

Prof. Mevlüt TÜRE |

Learning Outcomes

1. | To be able to improve the ability statistical analysis with using basic issues and methodology |

2. | To be able to apply some special distribution, use statistical methods and comment of its outputs. |

3. | To be able to est of population parameters |

4. | To be able to estimate intervals for population parameters |

5. | To be able to make statistical inferences |

Recommended or Required Reading

Weekly Detailed Course Contents

Week 1 - Theoretical

Introduce to discrete distributions, Bernoulli distribution

Week 2 - Theoretical

Binomial distribution

Week 3 - Theoretical

Mean and variance of Binomial distribution, normal approximation to binomial distribution

Week 4 - Theoretical

Geometric and hypergeometric distribution

Week 5 - Theoretical

Introduce to continuous distributions, uniform distribution

Week 6 - Theoretical

Exponential distribution

Week 7 - Theoretical

Normal distribution

Week 8 - Intermediate Exam

Midterm exam

Week 9 - Theoretical

Sampling, sampling distributions, the proporties of point estimation

Week 10 - Theoretical

Interval estimation : The interval estimation for population mean and variance

Week 11 - Theoretical

The interval estimation for population proportion and the difference between two population parameters

Week 12 - Theoretical

Chebyshev’s inequality and the central limit theorem

Week 13 - Theoretical

Introduction to hypothesis testing and basic issues, hypothesis testing for population mean

Week 14 - Theoretical

Hypothesis testing for population variance and proportion

Week 15 - Theoretical

Literature review and discussion

Week 16 - Final Exam

Final exam

Assessment Methods and Criteria

Type of Assessment | Count | Percent |
---|---|---|

Midterm Examination | 1 | %40 |

Final Examination | 1 | %60 |

Workload Calculation

Activities | Count | Preparation | Time | Total Work Load (hours) |
---|---|---|---|---|

Lecture - Theory | 14 | 0 | 1 | 14 |

Assignment | 1 | 10 | 0 | 10 |

Midterm Examination | 1 | 10 | 1 | 11 |

Final Examination | 1 | 10 | 1 | 11 |

TOTAL WORKLOAD (hours) | 46 |

Contribution of Learning Outcomes to Programme Outcomes

PÇ-1 | PÇ-2 | PÇ-3 | PÇ-4 | PÇ-5 | PÇ-6 | PÇ-7 | PÇ-8 | PÇ-9 | PÇ-10 | |

OÇ-1 | 4 | 4 | 5 | 5 | 4 | 4 | 4 | 5 | 4 | 4 |

OÇ-2 | 5 | 4 | 4 | 5 | 4 | 4 | 4 | 4 | 3 | 4 |

OÇ-3 | 4 | 4 | 4 | 4 | 4 | 4 | 4 | 5 | 5 | 5 |

OÇ-4 | 3 | 4 | 4 | 4 | 4 | 4 | 4 | 4 | 5 | 5 |

OÇ-5 | 5 | 5 | 4 | 5 | 4 | 4 | 4 | 4 | 4 | 4 |

Person Responsible for Information Package

Adnan Menderes University - Information Package / Course Catalogue