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Title: Basic Statistical Computing and Data Science Using R

Open Graph Title: Basic Statistical Computing and Data Science Using R

X Title: Basic Statistical Computing and Data Science Using R

Description: Basic Statistical Computing and Data Science Using R

Generator: bookdown 0.33 and GitBook 2.6.7

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Domain: theelementsmath.github.io

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Links:

Data Science with Rhttps://theelementsmath.github.io/
https://theelementsmath.github.io/index.html#section
1 Basic Installationhttps://theelementsmath.github.io/basic-installation.html
1.1 R and RStudiohttps://theelementsmath.github.io/basic-installation.html#r-and-rstudio
1.2 LateXhttps://theelementsmath.github.io/basic-installation.html#latex
1.3 Orientationhttps://theelementsmath.github.io/basic-installation.html#orientation
1.4 Libraries in Rhttps://theelementsmath.github.io/basic-installation.html#libraries-in-r
1.5 Markdownhttps://theelementsmath.github.io/basic-installation.html#markdown
2 Vectors, Matrices & Other Grouped Datahttps://theelementsmath.github.io/vectors-matrices-other-grouped-data.html
2.1 Vectorshttps://theelementsmath.github.io/vectors-matrices-other-grouped-data.html#vectors
2.2 Matriceshttps://theelementsmath.github.io/vectors-matrices-other-grouped-data.html#matrices
2.3 Listshttps://theelementsmath.github.io/vectors-matrices-other-grouped-data.html#lists
2.4 Data Frameshttps://theelementsmath.github.io/vectors-matrices-other-grouped-data.html#data-frames
2.5 Data From External Sourceshttps://theelementsmath.github.io/vectors-matrices-other-grouped-data.html#data-from-external-sources
3 Learning About the Datahttps://theelementsmath.github.io/learning-about-the-data.html
3.1 Qualitative Data Visualizationhttps://theelementsmath.github.io/learning-about-the-data.html#qualitative-data-visualization
3.2 Quantatiative Data Visualizationhttps://theelementsmath.github.io/learning-about-the-data.html#quantatiative-data-visualization
3.3 Descriptive Statisticshttps://theelementsmath.github.io/learning-about-the-data.html#descriptive-statistics
3.3.1 Measures of Central Tendencyhttps://theelementsmath.github.io/learning-about-the-data.html#measures-of-central-tendency
3.3.2 Measures of Spreadhttps://theelementsmath.github.io/learning-about-the-data.html#measures-of-spread
4 Probability Distributionshttps://theelementsmath.github.io/probability-distributions.html
4.1 Definition of Probability Distributionshttps://theelementsmath.github.io/probability-distributions.html#definition-of-probability-distributions
4.2 Types of Probability Distributionshttps://theelementsmath.github.io/probability-distributions.html#types-of-probability-distributions
4.2.1 Binomial Distributionhttps://theelementsmath.github.io/probability-distributions.html#binomial-distribution
4.2.2 Poisson Distributionhttps://theelementsmath.github.io/probability-distributions.html#poisson-distribution
4.2.3 Geometric Distributionhttps://theelementsmath.github.io/probability-distributions.html#geometric-distribution
4.2.4 The Normal Distributionhttps://theelementsmath.github.io/probability-distributions.html#the-normal-distribution
4.2.5 Exponential Distributionhttps://theelementsmath.github.io/probability-distributions.html#exponential-distribution
4.3 Uniform Distributionhttps://theelementsmath.github.io/probability-distributions.html#uniform-distribution
5 Hypothesis Testinghttps://theelementsmath.github.io/hypothesis-testing.html
6 Missing Datahttps://theelementsmath.github.io/missing-data.html
6.1 Dealing with Missing Datahttps://theelementsmath.github.io/missing-data.html#dealing-with-missing-data
6.2 Types of Missing Datahttps://theelementsmath.github.io/missing-data.html#types-of-missing-data
7 Data Dictionarieshttps://theelementsmath.github.io/data-dictionaries.html
7.1 Purpose of a Data Dictionaryhttps://theelementsmath.github.io/data-dictionaries.html#purpose-of-a-data-dictionary
7.2 Components of a Data Dictionaryhttps://theelementsmath.github.io/data-dictionaries.html#components-of-a-data-dictionary
7.3 Benefits of Using a Data Dictionaryhttps://theelementsmath.github.io/data-dictionaries.html#benefits-of-using-a-data-dictionary
7.4 Exampleshttps://theelementsmath.github.io/data-dictionaries.html#examples
8 dplyrhttps://theelementsmath.github.io/dplyr.html
9 ggplot2https://theelementsmath.github.io/ggplot2.html
10 Unsupervised Learninghttps://theelementsmath.github.io/unsupervised-learning.html
11 K-Means Clusteringhttps://theelementsmath.github.io/k-means-clustering.html
12 Hierarchical Clusteringhttps://theelementsmath.github.io/hierarchical-clustering.html
Basic Statistical Computing and Data Science Using Rhttps://theelementsmath.github.io/
https://theelementsmath.github.io/basic-installation.html

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