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    Statistics with R - Beginner Level

    BY
    Udemy

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    Mode

    Online

    Fees

    ₹ 2299

    Quick Facts

    particular details
    Medium of instructions English
    Mode of learning Self study
    Mode of Delivery Video and Text Based

    Course and certificate fees

    Fees information
    ₹ 2,299
    certificate availability

    Yes

    certificate providing authority

    Udemy

    The syllabus

    Introduction

    • Introduction

    Data Manipulation in R

    • Filtering Data Using Brackets
    • Filtering Data With the Subset Command
    • Filtering Data With dplyr
    • Recoding Categorical Variables
    • Recoding Continuous Variables
    • Sorting Data Frames
    • Compute New Variables
    • R Codes File for the First Chapter
    • Practical Exercises for the First Chapter

    Descriptive Statistics

    • Using Base R to Generate Statistical Indicators
    • Descriptive Statistics with the psych Package
    • Descriptive Statistics with the pastecs Package
    • Determining the Skewness and Kurtosis
    • Computing Quantiles
    • Determining the Mode
    • Getting the Statistical Indicators by Group with DoBy
    • Getting the Statistical Indicators by Group with DescribeBy
    • Getting the Statistical Indicators by Group with stats
    • R Codes File for the Second Chapter
    • Practical Exercises for the Second Chapter

    Creating Frequency Tables and Cross Tables

    • Frequency Tables in Base R
    • Frequency Tables with plyr
    • Building Cross Tables using xtabs
    • Building Cross Tables with CrossTable
    • R Codes File for the Third Chapter
    • Practical Exercises for the Third Chapter

    Building Charts

    • Histograms
    • Cumulative Frequency Line Charts
    • Column Charts
    • Mean Plot Charts
    • Scatterplot Charts
    • Boxplot Charts
    • R Codes File for the Fourth Chapter
    • Practical Exercises for the Fourth Chapter

    Checking Assumptions

    • Checking the Normality Assumption - Numerical Method
    • Checking the Normality Assumption - Graphical Methods
    • Detecting the Outliers
    • R Codes File for the Fifth Chapter
    • Practical Exercises for the Fifth Chapter

    Performing Univariate Analyses

    • One-Sample T Test
    • Binomial Test
    • Chi-Square Test For Goodness-of-Fit
    • R Codes File for the Sixth Chapter
    • Practical Exercises for the Sixth Chapter

    Course Materials

    • Download Links

    Articles

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