Statistics Applied with the R Commander
portes grátis
Statistics Applied with the R Commander
Data Analysis Is (Not) an Art
Kronthaler, Franz
Springer-Verlag Berlin and Heidelberg GmbH & Co. KG
09/2024
346
Mole
9783662691069
15 a 20 dias
Descrição não disponível.
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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Applied statistics;Data Analysis;R and the R Commander;Statistical concepts;ANOVA;Analyze data sets systematically;Descriptive statistics;Visualization of data;Hypothesis testing;Statistical methods;Statistical tests
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.
Este título pertence ao(s) assunto(s) indicados(s). Para ver outros títulos clique no assunto desejado.
