Introduction to DATA ANALYTICS with MATLAB

by Mendel H.



This book initiates the reader into the techniques of data analysis with MATLAB. The major contents are as follows:

Data Processing

Importing and Exporting Data
Plotting Data
Missing Data
Representing Missing Data Values
Working with NaNs
Interpolating Missing Data
Inconsistent Data
Filtering Data
Detrending Data
Differencing Data

Interactive Data Exploration

Marking Up Graphs with Data Brushing
Making Graphs Responsive with Data Linking
Interacting with Graphed Data
Data Brushing with the Variables Editor
Using Data Tips to Explore Graphs

Descriptive Statistics
Functions for Calculating Descriptive Statistics
Regression Analysis

Linear Correlation
Linear Regression
Fitting Data with Curve Fitting Toolbox Functions
Interactive Fitting
Programmatic Fitting
MATLAB Functions for Polynomial Models
Linear Model with Nonpolynomial Terms
Multiple Regression

Time Series Analysis

Time Series Objects
Time Series Data Sample
Time Series Constructor
Time Series Tools
Importing and Exporting Data
Plotting Time Series
Selecting Data for Analysis
Editing Data, Time, Attributes, and Events
Processing and Manipulating Time Series

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