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In this handbook all commands are provided in code boxes, exactly where the R code is printed in black, the remark text in blue and also the output produced by R in eco-friendly. All comments/explanations begin with the standard remark sign '#' to forestall them from becoming interpreted by R as commands.
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The systems are usually subdivided into smaller pieces (modules), so the algorithmic complexity of each in the parts is scaled-down than the complete program, which helps the event of the program.
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The efficiency and clarity of the software is usually opposing objectives: bigger clarity could be accomplished by sacrificing Section of the efficiency or vice versa.