Instructor Notes

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Introduction


R Setup


Instructor Note

Tip: Comparing Numbers

A word of warning about comparing numbers: you should never use == to compare two numbers unless they are integers (a data type which can specifically represent only whole numbers).

Computers may only represent decimal numbers with a certain degree of precision, so two numbers which look the same when printed out by R, may actually have different underlying representations and therefore be different by a small margin of error (called Machine numeric tolerance).

Instead you should use the all.equal function.

Further reading: http://floating-point-gui.de/



Instructor Note

More precisely, the stored value is a decimal approximation of this fraction called a floating point number.



Packages in R


Vectors and variable types


Projects


Data Visualization (1)


Data Visualization (2)


Filtering data


Creating new columns


Count and Summarize


Midterms


t-Test


Factor Analysis - Introduction & EFA


Factor Analysis - CFA


Factor Analysis - Advanced Measurement Models