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Produktbild: Lab Manual for Social Science Statistics Using R
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Lab Manual for Social Science Statistics Using R

126,99 €

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Beschreibung

Produktdetails

Einband

Taschenbuch

Erscheinungsdatum

30.11.2026

Verlag

Sage Publications

Seitenzahl

352

Maße (L/B)

23,1/18,7 cm

Sprache

Englisch

ISBN

978-1-07-184390-1

Beschreibung

Produktdetails

Einband

Taschenbuch

Erscheinungsdatum

30.11.2026

Verlag

Sage Publications

Seitenzahl

352

Maße (L/B)

23,1/18,7 cm

Sprache

Englisch

ISBN

978-1-07-184390-1

Herstelleradresse

Libri GmbH
Europaallee 1
36244 Bad Hersfeld
DE

Email: gpsr@libri.de

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  • Produktbild: Lab Manual for Social Science Statistics Using R
  • Preface
    Chapter 1: RStudio and the 2018 General Social Survey
    Installation
    Introduction to RStudio
    The General Social Survey (GSS)
    Tips for Learning R & Coding
    Functions
    Packages
    Main Points
    Key Terms
    Review Questions
    Lab Assignment 1: Exploring the Basics of R/RStudio
    Chapter 2: Measurement and Modifying Data
    Overview of Variable Types
    Transforming Variable Types
    The Logic of Recoding
    Frequencies
    Recoding Variables
    Functions
    Packages
    Main Points
    Key Terms
    Review Questions
    Lab Assignment 2
    Chapter 3: Univariate Analysis
    Frequencies (marital)
    Descriptive Statistics
    Central Tendency
    Functions
    Packages
    Main Points
    Key Terms
    Review Questions
    Lab Assignment 3
    Chapter 4: Visually Presenting Univariate Data
    Data Visualization
    Bar Charts
    Cumulative Frequency Polygon
    Boxplots
    Histograms
    Data Distributions
    Saving Figures
    Functions
    Packages
    Main Points
    Key Terms
    Review Questions
    Lab Assignment 4
    Chapter 5: Bivariate Analysis with Chi-Square
    Contingency Tables (Crosstabulation)
    Data Visualization for Two Categorical Variables
    Overview of Variables, Hypotheses and Significance
    Writing Up Results
    Goodness of Fit Test
    Test of Independence
    Effect Size Phi and Cramer's V
    Functions
    Packages
    Main Points
    Key Terms
    Review Questions
    Lab Exercise 5
    Chapter 6: The t-Test for Difference Between Means
    Overview of the t-Test
    One-Sample t-test
    Independent Samples t-test
    Paired t-test
    Effect Size: Cohen's d
    Functions
    Packages
    Main Points
    Key Terms
    Review Questions
    Lab Assignment 6
    Chapter 7: Analysis of Variance
    Overview of the Analysis of Variance (ANOVA)
    One-Way ANOVA
    Comparing More Than One Mean
    Post -Hoc Analysis
    Effect Size for a One-Way ANOVA: Eta-Squared
    Two-Way ANOVA
    Functions
    Packages
    Main Points
    Key Terms
    Review Questions
    Lab Assignment 7
    Chapter 8: Correlation and Regression
    Scatterplots
    Pearson's correlation coefficient
    Correlation Coefficient: r
    Coefficient of Determination
    Pearson's Product Moment Correlation and Correlation Matrix
    Bivariate Linear Regression
    Regression Equation
    Functions
    Packages
    Main Points
    Key Terms
    Review Questions
    Lab Assignment 8
    Chapter 9: Advanced Regression Topics
    Overview of Regressions
    Binary Logistic Regression
    Odds Ratios
    Multiple Regression
    Functions
    Packages
    Main Points
    Key Terms
    Review Questions
    Lab Assignment 9
    Chapter & Lab Exercises