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All chapters
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DANL100: syllabus
------R for the first half semester ----------------------
- Chapter pdf
⇩ |
videos
⇩ |
code
⇩
- Chapter #1:
R installation and basics |
video #1 |
code1
- Chapter #2:
Simple functions |
video #2 |
code2
- Chapter #3:
Open data |
video #3 |
code3
- Chapter #4:
Data input |
video #4|
code4
- Chapter #5:
Simple data manipulation |
video #5|
code5
- Chapter #6:
Data output |
video #6|
code6
- Chapter #7:
Loops and conditons |
video #7|
code7
- Chapter #8:
Date varariable, simple plot
- Chapter #9:
subset,merge data sets
- Chapter #10:
Matrix manipulation
- Chapter #11:
String manipulation
- Chapter #12:
Introduction to R packages
- Chapter #13:
Excel and R, reading SAS data sets
- Chapter #14:
Monte Carlo Simulation
- Chapter #15:
Google drive, sas, pickle, zip data
------Python for the second half semester ----------------------
- Chapter #16:
Python basics |
- Chapter #17:
Introduction to Python modules
- Chapter #18:
Data input and output
- Chapter #19:
Data minipulation
- Chapter #20:
Python loops, conditions
- Chapter #21:
Grphs, plots,data visualization
- Chapter #22:
Matrix operation
- Chapter #23:
String manipulation
- Chapter #24:
Monte Carlo simuations
- Chapter #25:
Several important distributions
- Chapter #26:
Hypothesis tests
------R and Python for various projects ------
- Chapter #27:
Project 1: SEC filings
- Chapter #28:
Projdct 2: Census data
- Chapter #29:
Project 3:Fin Statement Analysis
- Chapter #30:
Term projects
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Download and Install R
My videos for this course
Links
- Click here, click 'package', then choose.
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semTools : MASS, foreign, parallel, boot,
Amelia, mice, GPArotation,mnormt, blavaan
- Random price movement
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