TTK University of Applied Sciences
TTK University of Applied Sciences
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Curriculum subjectStatistical Analysis
| Subject |
| Subject code |
RKE021 |
| Subject name |
Statistical Analysis |
| Credit points |
2.5 CP |
| Grading method |
Exam |
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| Curriculum subject |
| Curriculum |
2005 LI |
| Study year |
2 |
| Semester |
Spring semester |
| Subject type |
Mandatory |
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Subject loads
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| Lecture |
16 |
| Practice |
24 |
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| General description |
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Overview of some Probability Distributions
Maximum Likelihood Estimators
Properties of Maximum Likelihood Estimators
Multivariate Normal Distribution
Confidence Intervals for Parameters of Normal Distribution
Gamma, Chi-squared, Student T and Fisher F Distributions
Testing Hypotheses about Parameters of Normal Distribution, t-Tests and F-Tests
Testing Simple Hypotheses
Most Powerful Test for Two Simple Hypotheses
Chi-squared Goodness-of-fit Test
Chi-squared Goodness-of-fit Test for Composite Hypotheses
Tests of Independence and Homogeneity
Kolmogorov-Smirnov Test
Simple Linear Regression
Multiple Linear Regression
General Linear Constraints in Multiple Linear Regression
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| General aim |
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| This course provides an elementary introduction to statistical analysis with applications. |
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| Aim |
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| Student should be able to use basic statistical models; distributions; statistical estimation and testing; confidence intervals; and linear regression. |
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| Form description |
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| This course features a full set of lecture notes, as well as assignments. Individual work - studying the given notes, solving exercises, preparing for tests and exam. |
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| Literature |
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1. DeGroot, Morris H., and Mark J. Schervish. Probability and Statistics. 3rd ed. Boston, MA: Addison-Wesley, 2002.
2. Anderson D., Sweeney D., Williams T. Statistics for Busisness and Economics. West Publishing Company. 1996.
3. Lee C. F. Statistics for Business and Financial Economics. Lexington. 1993. |
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| Current rounds |
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| None |
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