R Programming Training

Faculty: Realtime experience

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Course content:

Data Objects

Data types

Double

Integer

Complex

Logical

Character

Factor

Dates and Times

Missing data and Infinite values

Data structures

Vectors

Matrices

Arrays

Data frames

Time-series objects

List

The str function

Importing data

Text files

Excel files

Databases

The Foreign package

Data Manipulation

Vector subscripts

Matrix subscripts

Manipulating Data frames

Attributes

Character manipulation

Creating factors from continuous data

Writing functions

Introduction

Arguments and variables

Control flow

Debugging your R functions

Efficient calculations

Vectorized computations

The apply and outer functions

Using Compiled code

Graphics

More plot functions

Modifying a graph

Trellis Graphics

The ggplot2 package

Statistics

Basic statistical functions

Regression models

Linear regression models

Logistic regression

Tree models

Survival analysis

Non linear regression

Object Oriented Programming

R Language objects

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