Course Features
- assignment_turned_in Certified by TÜV Rheinland
- access_time Lifetime Access
- trending_up Course Level: Beginner
- timelapse Learning Extent: 6 hrs. 13 min.
- language Language: english
Course Overview
About this online Course
Statistics: Basic and advanced principles David Spade did his Ph. D. in statistics, thereby gaining great knowledge in this specific field. In this course he assists students of economics in mastering fundamental and advanced concepts.
Included are elements such as comparing distributions, probability, confidence intervals for proportions and the comparing of two means.
He also addresses the following topics:
- Contingency tables
- Linear regression
- Sampling distributions for proportions and means
- Hypothesis tests
Target group
This course is for students of economics and other who wants to mastering fundamental and advanced concepts.
Learning content
- Statistics Part 1
- Statistics Part 2
- Quiz
Learning Contents
Summary of Learning Contents
Statistics Part 1
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Introduction to Statisticsextension interactive contenttimelapse 0 hrs. 11 min.
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Contingency Tablesextension interactive contenttimelapse 0 hrs. 18 min.
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Summarizing Quantitative Variablesextension interactive contenttimelapse 0 hrs. 19 min.
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Comparing Distributionsextension interactive contenttimelapse 0 hrs. 11 min.
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Standardizing Data and the Normal Distribution Part 1extension interactive contenttimelapse 0 hrs. 24 min.
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Standardizing Data and the Normal Distribution Part 2extension interactive contenttimelapse 0 hrs. 18 min.
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Linear Regressionextension interactive contenttimelapse 0 hrs. 20 min.
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Addressing Issues with Regression Assumptionsextension interactive contenttimelapse 0 hrs. 12 min.
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Randomness and Survey Samplingextension interactive contenttimelapse 0 hrs. 20 min.
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Experiments and observational Studiesextension interactive contenttimelapse 0 hrs. 23 min.
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Introduction to Probabilityextension interactive contenttimelapse 0 hrs. 14 min.
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General Rules of Probabilityextension interactive contenttimelapse 0 hrs. 23 min.
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Random Variablesextension interactive contenttimelapse 0 hrs. 12 min.
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Probability Modelsextension interactive contenttimelapse 0 hrs. 17 min.
Statistics Part 2
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Sampling Distributions for Proportions and Meansextension interactive contenttimelapse 0 hrs. 12 min.
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Confidence Intervals for Proportionsextension interactive contenttimelapse 0 hrs. 15 min.
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Testing Hypotheses about Proportionsextension interactive contenttimelapse 0 hrs. 17 min.
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More about Hypothesis Testsextension interactive contenttimelapse 0 hrs. 14 min.
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Comparing two Proportionsextension interactive contenttimelapse 0 hrs. 14 min.
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Inference for Meansextension interactive contenttimelapse 0 hrs. 14 min.
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Comparing two Meansextension interactive contenttimelapse 0 hrs. 13 min.
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Inference for Paired Dataextension interactive contenttimelapse 0 hrs. 08 min.
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Categorical Data Analysisextension interactive contenttimelapse 0 hrs. 15 min.
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Inference for Regressionextension interactive contenttimelapse 0 hrs. 09 min.
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Questions & Discuss
Comments and Questions about the course
Do you have any general questions about the course? Would you like to get a more detailed picture of the structure of the course? Whether you want to share your own experiences with the learning community or have questions about a specific content: Feel free to join the discussions with other learners on this course.
