Statistics Applied with the R Commander Data Analysis Is (Not) an Art /
This book shows you how to analyze data sets systematically and to use the R Commander to extract information from data almost effortlessly. Both are (not) an art! The statistical methods are presented and discussed using a single data set. This makes it clear how the methods build on each other and...
Wedi'i Gadw mewn:
| Prif Awdur: | |
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| Awdur Corfforaethol: | |
| Fformat: | Electronig eLyfr |
| Iaith: | Saesneg |
| Cyhoeddwyd: |
Berlin, Heidelberg :
Springer Berlin Heidelberg : Imprint: Springer,
2024.
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| Rhifyn: | 1st ed. 2024. |
| Pynciau: | |
| Mynediad Ar-lein: | https://doi.org/10.1007/978-3-662-69107-6 |
| Tagiau: |
Ychwanegu Tag
Dim Tagiau, Byddwch y cyntaf i dagio'r cofnod hwn!
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Tabl Cynhwysion:
- 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.