An Introduction to MATLAB for Behavioral Researchers/
Christopher R. Madan
- 1st ed.
- Los Angeles: SAGE Publications, 2014.
- xi, 267 p. : ill. ; 24 cm.
1 The Basics 1.1 What Is MATLAB? 1.2 Before We Begin 1.3 Manually Entering Data 1.4 MATLAB Conventions 1.5 Operating on Variables 1.6 Simple Math With Variables 1.7 Working With Only the Data We Want 1.8 Calling It a Day 1.9 The End of the Beginning Exercises & Function Review 2 Data, Meet MATLAB 2.1 Functions 2.2 Paths 2.3 A New Type of Variable: Strings 2.4 Navigating Directories 2.5 Press TAB to Complete 2.6 Opening Data Files 2.7 A New Type of Variable: Cell Array 2.8 Making a New Directory 2.9 Getting Data Out of MATLAB Exercises & Function Review 3 Basic Analyses 3.1 Don't Be Afraid to Ask for Help! 3.2 Descriptive Statistics 3.3 Comparing Values 3.4 Working With Logical Operators 3-5 Isolating Specific Portions of Data 3.6 Simple Analyses Involving Text Data 3.7 Combining Functions 3.8 WhatlsNaN? 3.9 Unbalanced or Unexpected Parenthesis or Bracket Exercises & Function Review 4 Making Figures 4.1 Plotting Fundamentals: Step by Step 4.2 Saving Your Figure 4.3 A Sampling of the Many Ways to Plot Your Results 4.4 Adding Some Style: Line Colors, Markers, and More 4.5 Multiple Graphs in the Same Figure 4.6 Legend—Wait for It— . . . 4.7 More Advanced Axis and Figure Customization 4.8 To Have More Lines or Too Many Lines? 4.9 Making Three-Dimensional Figures Exercises & Function Review 5 Automating Your Analyses 5.1 Your First Script 5.2 Comments 5.3 Conditional Statements 5-4 Looping Through the Repetition 5.5 Initializing a New Matrix 5.6 Putting It Into Practice 5.7 Making Our Scripts Interactive 5.8 Building Functions 5.9 Toolboxes Exercises & Function Review 6 Debug and Optimize 6.1 General Practices 6.2 Breaking Out of Unresponsive Code 6.3 Locating the Error 6.4 Common Errors: Typing Related 6.5 Common Errors: Value Related 6.6 Timing Your Code With Tic-Toc 6.7 Semicolons Are Your Friend 6.8 Profiling Your Code 6.9 A Fresh Pair of Eyes Exercises & Function Review 7 Elementary Statistics 7.1 Confidence Intervals 7.2 One-Sample and Pairwise-Gomparison t tests 7.3 Independent-Samples t test 7.4 Correlation Does Not Imply Causation 7.5 Nonparametric Correlations 7.6 Additional Statistical Tests 7.7 Bootstrapping 7.8 Restructuring Data 7.9 Further Analyses Exercises & Function Review 8 Putting It All Together 8.1 Another Look at Decision-Making Data 8.2 A Simple Mathematical Simulation 8.3 Correlations and Scatterplots 8.4 Visualizing Two-Dimensional Responses; Part I 8.5 Visualizing Two-Dimensional Responses: Part II 8.6 Counterbalancing Conditions for an Experiment 9 The Final Chapter 9.1 The Beginning of the End 9.2 Further Directions 9.3 Data Analysis Without MATLAB
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MATLAB Social Sciences--Data Processing Social Sciences--Research Methodology