Course Features
- assignment_turned_in Certified by TÜV Rheinland
- access_time Lifetime Access
- trending_up Course Level: Beginner
- timelapse Learning Extent: about 6,3 hours
- 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 0h 11m
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Contingency Tablesextension interactive contenttimelapse 0h 18m
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Summarizing Quantitative Variablesextension interactive contenttimelapse 0h 19m
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Comparing Distributionsextension interactive contenttimelapse 0h 11m
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Standardizing Data and the Normal Distribution Part 1extension interactive contenttimelapse 0h 24m
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Standardizing Data and the Normal Distribution Part 2extension interactive contenttimelapse 0h 18m
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Linear Regressionextension interactive contenttimelapse 0h 20m
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Addressing Issues with Regression Assumptionsextension interactive contenttimelapse 0h 12m
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Randomness and Survey Samplingextension interactive contenttimelapse 0h 20m
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Experiments and observational Studiesextension interactive contenttimelapse 0h 23m
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Introduction to Probabilityextension interactive contenttimelapse 0h 14m
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General Rules of Probabilityextension interactive contenttimelapse 0h 23m
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Random Variablesextension interactive contenttimelapse 0h 12m
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Probability Modelsextension interactive contenttimelapse 0h 17m
Statistics Part 2
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Sampling Distributions for Proportions and Meansextension interactive contenttimelapse 0h 12m
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Confidence Intervals for Proportionsextension interactive contenttimelapse 0h 15m
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Testing Hypotheses about Proportionsextension interactive contenttimelapse 0h 17m
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More about Hypothesis Testsextension interactive contenttimelapse 0h 14m
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Comparing two Proportionsextension interactive contenttimelapse 0h 14m
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Inference for Meansextension interactive contenttimelapse 0h 14m
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Comparing two Meansextension interactive contenttimelapse 0h 13m
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Inference for Paired Dataextension interactive contenttimelapse 0h 08m
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Categorical Data Analysisextension interactive contenttimelapse 0h 15m
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Inference for Regressionextension interactive contenttimelapse 0h 09m
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