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Autorenporträt
Prof. Dr. Franz Kronthaler is professor of economics and statistics at the University of Applied Sciences Graubünden FHGR. He has been working as an empirical economic researcher for more than 20 years, has conducted numerous research projects and published papers. For many years, he has been teaching students of various disciplines in applied statistics and the advanced methods of data analysis at Bachelor and Master level.
Inhaltsangabe
Part 1 - Basic Knowledge and Tools to Apply Statistics. - Statistics is Fun.- R and R Commander: A Brief Introduction.- Part 2 - Describing, Nothing But Describing.- Means: How Individuals and Objects Behave on Average.- Dispersion: Deviation from Average Behavior.- Graphics: Visualizing Data.- Correlation: Relationship.- Ratios: Generating New Insights from Old Knowledge.- Part 3 - From Few to All.- From Data to Truth.- Hypotheses: Just a Refinement of the Question.- Normal Distribution and Other Test Distributions. - Hypothesis Testing: What Holds?.- Part 4 - Procedures for Testing Hypotheses.- Mean Test.- Test for Difference in Means with Independent Samples.- Test for Difference in Means with Dependent Samples.- Test for Correlation with Metric, Ordinal, and Nominal Data.- Additional Test Procedures for Nominal Variables.- Part 5 - Regression Analysis.- Simple Linear Regression.- Multiple Regression Analysis.- Part 6 - What Comes Next?.- Brief Report on a Research Question.- Further Statistical Procedures.- Interesting and Further Statistics Books.- Another Dataset for Practice - Intern at a Company.- Appendix.
Part 1 - Basic Knowledge and Tools to Apply Statistics. - Statistics is Fun.- R and R Commander: A Brief Introduction.- Part 2 - Describing, Nothing But Describing.- Means: How Individuals and Objects Behave on Average.- Dispersion: Deviation from Average Behavior.- Graphics: Visualizing Data.- Correlation: Relationship.- Ratios: Generating New Insights from Old Knowledge.- Part 3 - From Few to All.- From Data to Truth.- Hypotheses: Just a Refinement of the Question.- Normal Distribution and Other Test Distributions. - Hypothesis Testing: What Holds?.- Part 4 - Procedures for Testing Hypotheses.- Mean Test.- Test for Difference in Means with Independent Samples.- Test for Difference in Means with Dependent Samples.- Test for Correlation with Metric, Ordinal, and Nominal Data.- Additional Test Procedures for Nominal Variables.- Part 5 - Regression Analysis.- Simple Linear Regression.- Multiple Regression Analysis.- Part 6 - What Comes Next?.- Brief Report on a Research Question.- Further Statistical Procedures.- Interesting and Further Statistics Books.- Another Dataset for Practice - Intern at a Company.- Appendix.
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